Patent Grant
11689773
Due to rapid development in computer and communication technology, individuals are able to easily communicate and connect with other individuals. Indeed, as a result of the proliferation of smartphones and other computer devices, individuals have access to many forms of digital communication that allow individuals to communicate with large groups of people across the world (e.g., through a social network). For example, various conventional systems allow an individual to communicate with an audience of users (e.g., other social network users) by, for example, sharing a post, updating a status, or sharing a picture or video. While many conventional systems are effective in allowing individuals to communicate a message with an audience, these conventional systems have various disadvantages.
For example, although conventional systems provide various ways for users to send and respond to communications, conventional systems often lack the ability to create an engaging shared user experience for recipient users (e.g., users within an audience). From the perspective of a recipient user that receives a communication, conventional systems provide communication tools that often make the recipient user feel like an outsider looking into a discrete life moment of the sender user (e.g., viewing a posted message). Moreover, even though many conventional systems allow a recipient user to respond to a posted message (e.g., reply with a comment), oftentimes comments appear to be ignored or simply lost in the “noise” of a large number of comments provided by other recipient users. Accordingly, conventional systems can often create a sense of disengagement for recipient users receiving digital communications.
Additionally, conventional systems do not effectively provide a sender user the ability to gather overall feedback from an audience of recipient users. From the perspective of a sender user that shares content within conventional systems, a sender user often cannot accurately gauge the response of recipient users within an audience. For example, while conventional systems allow recipient users to individually react to a sender user's communication, conventional systems often provide the audience reactions to a sender user in an unorganized and/or unconcise manner. For example, user feedback channels in conventional systems generally do not have constraints (e.g., recipient users react with messages/posts/comments from any place at any time), which can result in difficultly for a sender user to effectively gain an understanding of what recipient users are thinking in response to a communication from the sender user. This problem is compounded as the size of an audience becomes larger and larger. Thus, the manner in which conventional systems provide audience reaction to shared content is often ineffective in providing a sender user informative and useful audience feedback.
Due to the above-discussed reasons, conventional systems often do not create a gratifying shared experience between a sender user and an audience. To elaborate, conventional systems rely on discrete, alternating one-way communications shared between a sender user and recipient users. Indeed, conventional systems enable a sending user to send a communication (e.g., create a post) to which recipient users then respond (e.g., comment) in a turn-by-turn style of interaction. They turn-by-turn nature of conventional systems often disconnects a sender user from an audience, and as the number of recipient users in an audience grows, the turn-by-turn nature further exacerbates the disconnection. Thus, conventional systems often fail to create a satisfying shared experience between a sender user and recipient users within an audience.
Thus, there are several disadvantages with regard to conventional communication systems and methods.
One or more embodiments described herein provide benefits and solve one or more of the foregoing or other problems in the art with systems and methods for providing a live poll with a video stream. In general, the systems and methods enable a broadcasting user to include a live poll in combination with a video stream, and the systems and methods further provide the live poll and video stream to viewing users. More particularly, the systems and methods enable the broadcasting user to create a live poll in conjunction with the video stream by guiding the broadcasting user through steps to create the live poll. For example, the systems and methods provide a template for generating poll questions and answer choices to the broadcasting user.
Additionally, the systems and methods provide the live poll and the video stream to viewing users, enabling the viewing users to respond to the live poll while viewing the video stream. For example, the systems and methods provide, simultaneously with the video stream, a poll interface of the poll questions and answer choices to the viewing users. Moreover, the systems and methods described herein receive poll responses and/or collect poll results by way of user responses input via the poll interface. The systems and methods also provide the poll responses and/or results to the broadcasting user and the viewing users upon completion of the live poll.
Furthermore, the systems and methods described herein provide a more satisfying user experience by increasing user engagement. In particular, the systems and methods increase user engagement by providing live feedback from potentially large numbers of users in a way that both the broadcasting user and the viewing users share the same experience.
Additional features and advantages of the present application will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by the practice of such example embodiments.
This disclosure will describe one or more embodiments of the invention with additional specificity and detail by referencing the accompanying figures. The following paragraphs briefly describe those figures, in which:
One or more embodiments described herein provide benefits and solve one or more of the foregoing or other problems in the art with a video presentation system that provides a live poll in conjunction with a video stream. For example, the video presentation system provides a video stream received from a broadcaster client device (e.g., a mobile device associated with a broadcasting user) to one or more viewer client devices. In conjunction with the video stream, the video presentation system further provides a live poll created by a broadcasting user to the viewer client devices. In particular, in one or more embodiments, the video presentation system sends a live poll indication to each of the viewer client devices that causes each of the viewer client devices to present a graphical poll interface simultaneously with the presentation of the video stream from the broadcaster client device.
In some embodiments, the graphical poll interface includes one or more poll questions created by the broadcasting user, with each poll question having one or more corresponding answer choices. The video presentation system enables viewing users associated with the one or more viewer client devices to participate in the live poll by submitting responses to the questions created by the broadcasting user via the graphical poll interface (e.g., by selecting one of the answer choices). The video presentation system receives the viewing user responses and provides a poll result to the broadcasting user and the viewing users by way of the respective client devices (i.e., the broadcaster client device and the one or more viewer client devices). Accordingly, the sending user and the one or more viewing users within a video stream audience are mutually engaged within the same moment by participating in a live poll provided in combination with a video stream.
In order to provide a live poll in conjunction with a video stream, some embodiments of the video presentation system provide a guided process to allow a broadcasting user to use a broadcaster client device to create a live poll while also streaming a video. For example, based on input from a broadcasting user, the video presentation system receives a request from a broadcaster client device to create a live poll in relation to a video stream. In response to receiving the request to create a live poll, the video presentation system provides a guided process to allow the broadcasting user to create the live poll on the broadcaster client device. In particular, the video presentation system provides a poll creation interface by way of the broadcaster client device to guide the broadcasting user through steps to create a live poll. The poll creation interface includes a template to prompt the broadcasting user to provide various poll elements (e.g., questions and corresponding answer choices). Thus, the video presentation system guides the broadcasting user through creating a live poll to present in conjunction with a video stream.
After the broadcasting user provides the various poll elements, the broadcaster client device can provide a live poll request to initiate a live poll that includes the various poll elements (e.g., questions and answer choices). In response to receiving the live poll request, the video presentation system initializes the live poll, which results in the viewer client devices presenting a graphical poll interface with the video stream from the broadcaster client device. For example, in one or more embodiments, the video presentation system provides a live poll indication to one or more viewer client devices that causes each of the viewer client devices to present a graphical poll interface with the video stream. The graphical poll interface includes a presentation of the poll elements (e.g., the questions and corresponding answer choices) input by the broadcasting user.
Additionally, in one or more embodiments, the graphical poll interface includes selectable options enabling viewing users associated with the viewer client devices to provide user input with respect to the live poll. In particular, for example, the video presentation system receives a response from each viewer client device based on a viewing user selecting an answer choice option within the graphical poll interface. Additionally, the video presentation system compiles poll results based on the received responses. For example, the video presentation system receives responses from multiple viewer client devices and provides a collective poll result within the graphical poll interface. Moreover, the video presentation system updates the collective poll result as individual viewing users submit additional responses to the live poll. In other words, as the video presentation system receives each poll response, the video presentation system updates the poll results, on both the broadcaster client device as well as the to reflect the collective response of the viewing users to the poll questions.
Accordingly, the video presentation system described herein creates an engaging shared user experience for both viewing users as well as broadcasting users. From the perspective of a viewing user, the video presentation system provides an increased sense of engagement with the broadcasting user by providing a live poll simultaneously with a video stream. Indeed, the video presentation system enables a viewing user to contribute to the shared user experience through responding to poll questions while viewing the video stream. In addition, by compiling and providing poll results based on other viewing user's responses, the video presentation system creates a sense of inclusion in the shared user experience for the viewing users. By considering each user response to compile poll results, the video presentation system engages viewing users more effectively by allowing a viewing user to efficiently and quickly understand other viewing user's opinions compared to their own in real-time (or near real-time) while also experiencing the video content within a video stream. Thus, the video presentation system provides a more engaging shared user experience for viewing users.
The video presentation system described herein also more effectively provides a broadcasting user the ability to gather clear feedback from an audience. From the perspective of a broadcasting user who broadcasts a video stream, the broadcasting user can more accurately gauge the response of viewing users with an audience. The video presentation system described herein provides audience reactions and/or responses to the broadcasting user in an organized and concise manner that can be understood during the broadcast of a live video stream. Thus, by considering each received response, the video presentation system described herein provides a broadcasting user with more informative and useful feedback.
Moreover, in some embodiments, the video presentation system enables only those users who are currently viewing the video stream to participate in the live poll. Thus, the video presentation system gathers more accurate and understandable user response data by limiting the responses to only those users who are engaged in viewing the video stream. In short, and in contrast to conventional systems, the video presentation system includes constraints on who can participate in the live poll and the manner by which each participant (e.g., viewing user) can respond. Therefore, regardless of the size of an audience, a broadcasting user can request and receive valuable feedback from the viewing users within the audience during the broadcast of the video (as opposed to receiving comments hours later, days later, weeks later, or even months later).
Due to the above-discussed and reasons, as well as the details discussed further below, the video presentation system creates a genuine shared experience between a broadcasting user and an audience of viewing users. Put simply, the video presentation system creates a user experience with an increased sense of engagement by generating a content sharing environment in which viewing users simultaneously view a video stream, receive a live poll, respond to the live poll, and view poll results. Additionally, the video presentation system accommodates responses from potentially large numbers of viewing users, without neglecting or burying responses from any of the viewing users. The video presentation system also provides the poll results to each viewing user and the broadcasting user and updates the poll results as user responses are received. Thus, the video presentation system enables potentially large numbers of viewing users to interact with a broadcasting user in an engaging shared user experience.
Moreover, the video presentation system described herein provides a shared user experience while consuming less computer memory and minimizing communication bandwidth. In particular, the video presentation system provides a graphical poll interface to viewer client devices and a graphical menu interface to the broadcaster client device, both of which perform much of the more resource intensive processes. In other words, the video presentation system offloads costly operations by coordinating poll creation on the broadcaster client device, administrating poll presentation on the viewer client devices, and relaying collected poll result data between broadcaster client devices and viewer client devices instead of implementing poll creation, poll administration, and poll result collection all at a server of the video presentation system. Thus, the video presentation system uses less memory, minimizes communication resources, and provides an engaging shared user experience more quickly and efficiently as compared to conventional systems.
Additional detail will now be provided with regard to the figures. For example,
As illustrated by
As further illustrated in
The broadcaster client device 106 and the viewer client devices 114a-114n can be any of various types of computing devices. For example, each of the broadcaster client device 106 and the viewer client devices 114a-114n may be a mobile device such as a smartphone, PDA, tablet, laptop, etc. Additionally or alternatively, the broadcaster client device 106 and the viewer client devices 114a-114n may include a non-mobile device such as a desktop computer or other type of computing device as explained further below with reference to
As further illustrated in
As will be described in more detail below with reference to
As mentioned above, a broadcaster (e.g., broadcaster 110) can configure a live poll to be provided in conjunction with a video presentation associated with the broadcaster client device 106. As used herein, the term “broadcaster” means a user of the video presentation system 102 that provides a video presentation to an audience of viewing users or “viewers.” The broadcaster 110 can be a person, merchant, business, or other organization. As used herein, the term “viewer” means a user of the video presentation system 102 that receives transmission or streaming of a video presentation provided by the broadcaster 110 by way of an associated viewer client device 114a-114n.
As further shown in
As indicated above, the video presentation system 102 can communicate with one or more of the viewer client devices 114a-114n and the broadcaster client device 106 via the network 112. The network 112 may include one or more networks and may use one or more communication platforms or technologies suitable for transmitting data and/or communication signals, as further described with reference to
Generally speaking, the communication environment 100 facilitates the broadcast of a video stream from the broadcasting client device 106 to one or more viewer client devices 114a-114n. As used herein, the term “video stream” refers to a digital media presentation that originates from a client device for presentation on one or more additional client devices. For example, a broadcaster client device can provide a video stream contemporaneously with capturing video content using a camera on the broadcaster client device (e.g., the video stream is a real-time or near real-time broadcast of captured video content). In other embodiments, however, a video stream can include video content from a video file (e.g., from previously captured video).
Referring now to
In one or more embodiments, as illustrated in
As shown in
Indeed, illustrated in act 206 shown of
In act 208 illustrated in
In particular, the graphical menu interface includes a variety of user selectable options. In some embodiments, the graphical menu interface is overlaid on a camera feed or video capturing interface of the video presentation application 108 on the broadcaster client device 106. In addition to other selectable options, the graphical menu interface includes an option to create a live poll that, when selected by the broadcaster 110, causes the video presentation application 108 to present one or more GUIs depicting a guided process of creating a live poll. The GUIs displayed by the broadcaster client device 106 throughout the poll creation process are discussed in more detail below with reference to
As mentioned, and as shown in act 210 of
In response to detecting the selection of the live poll option, and as shown in act 212 of
Indeed, the graphical menu interface provides instructions or guided steps to iteratively “walk” the broadcaster 110 through creating the live poll. The guided process of creating a live poll may include a number of steps, where the video presentation application 108 on the broadcaster client device 106 displays a different GUI (e.g., as part of the graphical menu interface) for each step of the process. For example, the graphical menu interface provides a template for the first step of creating a poll question. Thereafter, the graphical menu interface provides templates for each successive step, such as creating answer choices for the poll question. Additional detail of the GUIs depicted in
Act 214 of
As further illustrated in
As shown in act 218 of
In some embodiments, as part of initiating a live poll, the video presentation system 102 creates a poll identifier that the video presentation system 102 associates with the live poll. For example, the poll identifier is a digital tag, reference number, keyword, or other identification used to identify the live poll and associate the live poll. In some embodiments, the poll identifier is a reference to the user profile (e.g., social networking profile) of the broadcaster 110 and/or a reference to the video stream received by the video presentation system 102 in act 202. In any event, the poll identifier is any type of digital data used to identify and associate poll elements, responses, and other poll information with a particular live poll.
As mentioned, and as illustrated in act 220 of
As used herein, a graphical poll interface is a GUI or a portion of a GUI displayed on the viewer client device 114a and that presents to the viewer 116a one or more of the poll elements (e.g., poll questions, answer choices, etc.), poll responses, comments, poll results, etc.
For example, based upon receiving the poll indication, as shown in act 222 of
In some embodiments, by overlaying the graphical poll interface on top of the video stream and not integrating the two together as if they were one entity, the video presentation system 102 more efficiently handles processing of the live poll and the video stream. In particular, by overlaying the graphical poll interface, the viewer client device 114a may handle the processing of most or all of the video presentation processes (e.g., displaying the video stream, user interface, etc.), while the video presentation system 102 may handle the management and processing of the live poll (e.g., providing poll elements, results, responses, etc.). In this way, the processing load is shared across multiple devices, and is therefore more efficient as well as more responsive.
In other embodiments, providing the live poll indication (step 220) causes the video presentation application 108 to integrate (e.g., embed) the graphical poll interface within the video stream presented on the viewer client device 114a. Alternatively, the video presentation system 102 on the server device(s) 104 can also embed the graphical poll interface within the video stream prior to providing the video stream to the view client device 114a. In any case, the video presentation application 108 on the viewer client device 114a displays a graphical poll interface with the same graphical appearance—i.e., the viewer client device 114a displays both the video stream and the graphical poll interface together (e.g., see
Continuing the sequence diagram from
As illustrated in act 226 of
In any case, the video presentation system 102 receives the response from the viewer client device 114a and can analyze the response to compile poll results. For instance, and as further illustrated by act 228 in
For example, in some embodiments the video presentation system 102 receives different responses from different viewer client devices. In these or other embodiments, the video presentation system 102 tallies or counts the number of responses for each poll question. The video presentation system 102 counts, for each poll question, the number of selections of each answer choice each time the video presentation system 102 receives a poll response (act 226). In the same or other embodiments, the video presentation system 102 totals the number of responses and/or the number of selections of each answer choice. In this way, the video presentation system 102 can compare the number of selections of the answer choices to gauge the overall response or reaction of the audience.
For example, in some embodiments such as those depicted in
As shown in act 232 of
In one or more embodiments, the live poll can continue as long as the broadcaster user desires, as long as the broadcaster client device 106 is providing the video stream, or for a specified period of time. For instance, in some embodiments, a broadcaster can define a poll duration time when configuring the poll within the guided poll creation process. In any event, the broadcaster client device can detect a termination trigger (e.g., the end of a broadcast, the expiration of a poll duration, or a user selection from the broadcaster) to terminate the live poll. In particular, act 236 of
In response to detecting the selection to terminate the poll, the broadcaster client device 106 can send a request to the video presentation system 102 to terminate the live poll. As shown in act 238 of
Upon receiving the request to terminate the live poll in act 238, the video presentation system 102 provides a poll termination indication to the broadcaster client device 106 and the viewer client device 114a, as illustrated in act 240. The poll termination indication causes the viewer client device 114a to cease presenting the graphical poll interface, and causes the broadcaster client device 106 to cease presenting the graphical bar or other poll result indication within the graphical menu interface, signaling the end of the live poll. For example, act 242 of
The poll termination indication does not necessarily cause the broadcaster client device 106 to cease presenting the graphical menu interface because, by maintaining a presentation of the graphical menu interface, the broadcaster client device 106 enables the broadcaster 110 to create a new poll or perform other actions with respect to the ongoing video stream presentation. Thus, the live poll is additive to the video stream and can be added and removed by the broadcaster 110 via the graphical menu interface without affecting the presentation of the video stream. Indeed, terminating the live poll refers to causing the broadcaster client device 106 and the viewer client device 114a to cease presenting any interface that depicts poll elements (e.g., questions, answer choices, etc.), poll responses, or poll results associated with the live poll while continuing to provide and share video content within a video stream that the broadcaster client device 106 broadcasts.
In some embodiments, however, terminating the live poll may cause only the viewer client device 114a to cease presenting poll elements, poll results, and poll responses, but may not cause the broadcaster client device 106 to cease presenting poll elements, results, responses, etc. In these or other embodiments, the live poll terminates without additional user interaction when the video stream is terminated such as, for example, when the broadcaster 110 ceases capturing video on the broadcaster client device 106 (i.e., when the video stream is terminated). In addition, in one or more embodiments, the results of the poll can be maintained for later access by the broadcaster or one or more of the viewer users. For example, in some embodiments, upon receiving a request to terminate a live poll, the video presentation system 102 sends the live poll results to the broadcaster and/or viewers via a timeline, newsfeed, or other electronic communication.
In additional embodiments, the video presentation system 102 causes a display of a “poll result” icon (e.g., an icon overlaid the video stream presentation) on either or both of the broadcaster client device 106 and the viewer client device 114a. Users can interact with the poll result icon (e.g., select the poll result icon) to access the poll results during the continued presentation of video stream, even though the live poll is closed and is no longer being administered. For example, upon a selection of the poll result icon, the video presentation application 108 can provide a poll result graphical interface overlaid the video stream presentation that indicates the final poll results. In addition, the poll result graphical interface can include one or more additional options that allow a user to send the poll results to one or more users that are not participating in the video stream presentation (e.g., an option to share the poll results via an instant message, a social media post, etc.).
As used herein, the camera feed 304 (or video capturing feed) includes video content that the broadcaster client device 106 is providing to the video presentation system 102. In one or more embodiments, the camera feed includes video content that the broadcaster client device 106 is currently capturing using a camera on the broadcaster client device 106. Accordingly, in some examples, the camera feed 304 depicts the video stream on the broadcaster client device 106 as the video presentation system 102 receives the video stream and transmits the video stream to an audience (e.g., viewer client devices 114a-114n).
As briefly mentioned above,
As shown in
As mentioned,
Significantly, the graphical menu interface 302 allows a broadcasting user to input poll elements to create a live poll while simultaneously broadcasting a video stream. Accordingly, unlike conventional systems, the video presentation system 102 allows a broadcaster to react to content captured in the moment by creating a live poll that is specifically connected to video content within the video stream presentation. In particular, and as shown in
Moreover, in addition to poll questions and answer choices, the poll elements can include a poll type, a poll format, or a poll aesthetic. For example, selecting a poll type may include the broadcaster 110 selecting from a list of poll types such as a vote type or an open question type. Depending on the type of poll selected, the presentation of the live poll may vary. Specifically, creating a vote poll type may involve guiding the broadcaster 110 through creation of a poll question (e.g., as shown in
Furthermore, creating a poll format may involve enabling the broadcaster 110 to select from a number of sample layouts of the poll elements or enabling the broadcaster 110 to manually touch-and-drag (or otherwise move/relocate) the poll elements to desired locations on the display. Additionally, creating a poll aesthetic may include enabling the broadcaster 110 to select a color scheme, a poll element style (e.g., a seasonal style, a holiday style, a traditional style, a metallic style, etc.), or other visual appearance option.
Upon completion of creating the poll elements such as the poll question and answer choices, the broadcaster 110 continues to the next step (e.g., by selecting a “Next” option within the graphical menu interface). As illustrated in
As further illustrated in
Additionally, the graphical menu interface 302 includes selectable elements such as a poll termination option 320 (e.g., “Remove Poll”). Upon detecting a selection to terminate the live poll, the broadcaster client device 106 sends the termination request to the video presentation system 102. The video presentation system 102 receives the request to terminate the live poll and provides a poll termination indication to the broadcaster client device 106 and the viewer client devices 114a-114n, as discussed above. The poll termination indication causes the broadcaster client device 106 to cease presenting the live poll view 322 within the graphical menu interface 302, and further causes the viewer client devices 114a-114n to cease presenting the graphical poll interface, as discussed in further detail below with reference to
For example,
In some embodiments, should the viewer 116a not wish to participate in the live poll, the video presentation system 102 may nonetheless enable the viewer 116a to continue to view the video stream 404 after selecting not to participate. In other embodiments, the video presentation system 102 may require the viewer 116a to participate in the live poll (e.g., by clicking “Yes”), and may continue only continue to enable the viewer 116a to continue viewing the video stream 404 after opting to participate. Additionally, in one or more embodiments, detecting a selection to not participate causes the viewer client device 114a to cease presenting the video stream 404. In still other embodiments, poll participation is mandatory and no such poll participation option 401 is presented on the viewer client device 114a at all. Instead, the viewer client device 114a may directly display the graphical poll interface 402 as shown in
In some embodiments, the video presentation system 102 makes other background determinations before presenting the viewer client device 114a with the poll participation option 401 or the graphical poll interface 402. For example, in one or more embodiments, the video presentation system 102 determines an amount of time that the viewer client device 114a has been streaming the video stream 404. Based on the determination of how long the viewer client device 114a has been streaming the video stream 404, the video presentation system 102 determines whether to provide the live poll indication to cause the viewer client device 114a to present the viewer 116a with the poll participation option 401. In some embodiments, if the viewer client device 114a has streamed the video stream 404 for longer than a threshold duration of time (e.g., 10 seconds, 30 seconds, 1 minute, etc.), then the video presentation system 102 provides the live poll indication to the viewer client device 114a. On the other hand, if the video presentation system 102 determines that the viewer client device 114a has streamed the video stream 404 for shorter than the required threshold duration, then the video presentation system 102 refrains from providing a live poll indication to the viewer client device 404. Thus, as a result of the video presentation system 102 not providing the live poll indication, the viewer client device 114a would not present the poll participation option 401 or the graphical poll interface 402.
Similarly, in the same or other embodiments, the video presentation system 102 determines whether the viewer client device 114a began streaming the video stream 404 before or after the video presentation system 102 initiated the live poll (or else before or after the broadcaster 110 created the live poll, as described above). If the video presentation system 102 determines that the viewer client device 114a began streaming the video stream 404 before the video presentation system 102 initiated the live poll, then the video presentation system 102 provides the live poll indication to the viewer client device 114a which, as mentioned above, causes the viewer client device 114a to present the poll participation option 401 or graphical poll interface 402. Conversely, if the video presentation system 102 determines that the viewer client device 114a began streaming the video stream 404 after the video presentation system 102 initiated the live poll, then the video presentation system 102 refrains from providing the live poll indication to the viewer client device 114a. Thus, in these embodiments, the viewer client device 114a does not present the poll participation option 401 or the graphical poll interface 402 on the display. The viewer client device 114a may, in some embodiments, still continue to present the video stream 404 without participating in the live poll.
In some embodiments, the video presentation system 102 determines whether the viewer 116a is a quality audience member or a casual audience member. As used herein, a quality audience member is a viewer (e.g., viewer 116a) that has a relationship with the broadcaster 110. In some embodiments, the relationship between the broadcaster 110 and the viewer 116a is based on a number of times the viewer 116a has participated in a live poll (e.g., a live poll created by the broadcaster 110) or a duration of time that the viewer 116a has spent streaming a video stream (e.g., video stream 404 or a video stream on a previous occasion) broadcast by the broadcaster 110. In some embodiments, the video presentation system 102 determines whether the viewer 116a is a quality audience member by checking to see if the broadcaster 110 and the viewer 116a are co-users (e.g., “friends”) of a social network.
Additionally or alternatively, the video presentation system 102 identifies and analyzes communications between the broadcaster 110 and the viewer 116a to determine a strength of relationship between the broadcaster 110 and the viewer 116a. If the viewer 116a has a stronger relationship with the broadcaster 110, then the video presentation system 102 is more likely to identify the viewer 116a as a quality audience member. In some embodiments, if the video presentation system 102 identifies previous communications between the broadcaster 110 and the viewer 116a, then the video presentation system 102 determines that the viewer is a quality audience member. In other embodiments, the video presentation system 102 only identifies as a quality audience member those viewers who are “friends” of the broadcaster 110 within a social network. Additionally, a casual audience member may be defined as any viewer who is not a quality audience member.
In one or more embodiments, the video presentation system 102 provides a live poll indication to the viewer client device 114a upon determining that the viewer 116a is a quality audience member. Thus, in these embodiments the viewer client device 114a presents the poll participation option 401 to the viewer 116a upon such a determination. In other embodiments, upon determining that the viewer 116a is a quality audience member, the video presentation system 102 presents the graphical poll interface 402 of
As illustrated in
The live poll pane 410 enables the viewer 116a to see the poll question, and also enables the viewer 116a to respond to the poll question by selecting one of the answer choices 410a or 410b. In one or more embodiments, the graphical poll interface 402 presents the live poll pane 410 to only those viewers who are currently streaming the video stream 404 or who are otherwise determined to be poll participants, as described above. Though
Additionally, in some embodiments, the graphical poll interface 402 presents alternative means by which the viewer 116a may respond to the poll question. For example, in one or more embodiments, the live poll pane 410 or other portion of the graphical poll interface 402 presents reaction icons (e.g., “Like,” etc.) that are selectable by the viewer 116a to respond to the poll question. In these or other embodiments, the viewer client device 114a presents the reaction icons within a pop-up menu to enable the viewer 116a to react or respond to the poll question in much the same way as a user of a social network reacts to a post or comment within a newsfeed or timeline.
As mentioned, the graphical poll interface 402 also includes a comment pane 406. The comment pane 406 shows comments made by viewers within the audience of the video stream 404. In some embodiments, only those viewers currently viewing the video stream 404 may be permitted to make a comment. Additionally, in one or more embodiments, the comments are displayed in order of relevance to the video stream 404. Thus, comments that are more relevant to the content of video stream 404 may be displayed closer to the top of the comment pane 406, whereas comments that are less relevant may be displayed closer to the bottom.
In order to determine which comments are most relevant, the video presentation system 102 analyzes the video and the comments made by viewers to determine which comments are more relevant to the content of the video stream 404. In other embodiments, the comments are displayed in order of relevance to the poll question displayed in the live poll pane 410. In these embodiments, the video presentation system 102 analyzes the poll question and each received comment by parsing the text therein and finding correlations between the poll question and the comments. Indeed, in one or more embodiments, the video presentation system 102 trains a machine learning model to determine the relevance of each comment to the poll question, and the video presentation system 102 ranks the comments accordingly.
In addition to displaying comments made by viewers of the video stream 404, the comment pane 406 also displays other actions taken regarding the video stream 404. For example, in one or more embodiments, the comment pane 406 in
As is also shown by
Looking now to
The video presentation system 102 receives the poll response sent from the viewer client device 114a in response to detecting the response to the poll. As mentioned above, the video presentation system 102 receives poll responses from multiple audience members (e.g., viewers 116a-116n) and from those poll responses, compiles poll results. In some embodiments, the video presentation system 102 compiles poll results by counting the number of selections made for each answer choice (e.g., answer choices 410a and 410b), as described above. In other embodiments where poll responses are submitted as text responses, the video presentation system 102 compiles poll results by analyzing the text of each response. Upon compiling poll results, the video presentation system 102 provides the poll results to both the broadcaster client device 106, as shown in
As described,
In particular, the poll results pane 414 displays the poll results provided by the video presentation system 102. For example, as illustrated in
As described above, the broadcaster 110 is able to terminate the poll (e.g., by selecting the “Remove Poll” button 320 of
As shown in
In one or more embodiments, the video presentation application includes various overlay templates. Accordingly, upon receiving a live poll indication, the video presentation application accesses an overlay template (e.g., the graphical poll interface) and provides the overlay template for presentation to the viewer device. In addition, the overlay templates can include various fields and the video presentation system 102 can cause the video presentation application to populate the fields within the overlay template with one or more poll elements (e.g., question and answer choices). Accordingly, the video presentation system 102 can provide a live poll indication (e.g., including a poll identifier) and one or more poll elements to a viewer client device, and in response, the viewer client device can access an overlay template (e.g., maintained on the viewer client device) and populate the overlay template with the one or more poll elements.
In addition, in response to the user input detector 108b detecting user input by the broadcaster 110 in the form of touch input or typing input to create a poll question, the GUI manager 108a displays, within a GUI of the video presentation application 108, the question created by the broadcaster 110 and provides the broadcaster 110 with an option to continue through the poll creation process by moving to the next step. In response to continuing to the next step (e.g., by the user input detector 108b detecting an input to do so) the GUI manager 108a displays one or more interfaces to allow the broadcaster 110 to successively create answer choices to accompany the poll question. The GUI manager 108a may also display a selectable option to start the live poll. Importantly, each of the interfaces displayed by the GUI manager 108a on the broadcaster client device 106 to guide the broadcaster 110 through the poll creation process may be part of the graphical menu interface describe above.
From the perspective of the viewer client device 114a, the GUI manager 108c may manage, display, animate, or otherwise present GUIs on the viewer client device 114a. In particular, the GUI manager 108c may display the video stream that is captured by the broadcaster client device 106 and provided by the video presentation system 102. In conjunction with the video stream, the GUI manager 108c may also present the graphical poll interface. As with GUI manager 108a described above, GUI manager 108c may present the graphical poll interface as an overlay on top of the video stream, or else may integrate the graphical poll interface into the video stream. Additionally, the GUI manager 108c may communicate with the user input detector 108d. In particular, in response to the user input detector 108d detecting user input from viewer 116a in the form of a response to a poll question, the GUI manager 108a may display poll results within the graphical poll interface. As discussed above, the poll results may be a graphical bar or other illustration of the overall audience response to the poll question.
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The components 502-512 of the video presentation system 102 can comprise software, hardware, or both. For example, the components 502-512 can comprise one or more instructions stored on a computer-readable storage medium and executable by processors of one or more computing devices, such as a client device or server device. When executed by the one or more processors, the computer-executable instructions of the video presentation system 102 can cause the computing device(s) to perform the video presentation and live polling methods described herein. Alternatively, the components 502-512 can comprise hardware such as a special purpose processing device to perform a certain function or group of functions. Alternatively still, the components 502-512 of the video presentation system 102 can comprise a combination of computer-executable instructions and hardware.
As mentioned above, the video presentation system 102 includes a video presentation manager 502. In general, the video presentation manager 502 assists in receiving the video stream from the broadcaster client device 106 and providing the video stream to the viewer client device 114a. In particular, the video presentation manager 502 may simultaneously receive the video stream from the broadcaster client device 106 and transmit the video stream to the viewer client device 114a for a “live” video stream presentation. In other embodiments, the video presentation manager 502 may transmit the video stream to the viewer client device 114a only upon further receiving an indication from the broadcaster client device 106 (e.g., a user input by the broadcaster 110 detected by the user input detector 108b) that the broadcaster 110 wants to broadcast the video stream for viewer 116a to view. In any of these embodiments, the video presentation manager 502 may communicate with the other elements or components of the video presentation system 102 such as the poll element manager 506 discussed below.
The video presentation system 102 also includes a poll request manager 504. In particular, the poll request manager 504 receives, from the broadcaster client device 106, a request to initiate a live poll. Additionally, the poll request manager 504 may identify the poll elements set by the broadcaster 110 at the broadcaster client device 106. In doing so, the poll request manager 504 may identify each poll question and its corresponding answer choices as well as any other settings set by the broadcaster associated with the live poll. The poll request manager 504 may further initiate the live poll by creating a poll identifier and a poll database for storing poll information and managing the live poll as described above.
The video presentation system 102 further includes a poll element manager 506. In particular, the poll element manager 506 can communicate with the GUI manager 108a in the video presentation application 108 on the broadcaster client device 106 as well as the GUI manager 108c in the video presentation application 108 on the viewer client device 114a. By communicating with GUI manager 108a and GUI manager 108c, the poll element manager 506 can provide all poll elements related to the live poll. In other words, the poll element manager 506 can provide the poll questions and corresponding answer choices to the viewer client device 114a. The poll element manager 506 can further communicate with the poll indicator 508 to cause the viewer client device 114a and the broadcaster client device 106 to present the live poll created by the broadcaster 110 at the broadcaster client device 106.
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The video presentation system 102 further includes a poll response manager 510. In particular, the poll response manager 510 receives a poll response from the viewer client device 114a and further compiles poll results based on the received response. The poll response manager 510 also communicates with the poll element manager 506, the GUI manager 108a on the broadcaster client device 106, and the GUI manager 108c on the viewer client device 114a to provide the compiled poll results to the broadcaster client device 106 and the viewer client device 114a. For example, the poll response manager 510 communicates with the GUI manager 108c to cause the viewer client device 114a to present the poll results received from the audience (e.g., viewers 116a-116n), as shown and described above.
In one or more embodiments, the video presentation system also includes a social graph 512. The social graph includes node information 514 and edge information 516. Node storage of the social graph 512 can store node information 514 comprising nodes for users, nodes for concepts, nodes for transactions, and nodes for items. Edge storage of the social graph 512 can store edge information 516 comprising relationships between nodes and/or actions occurring within the video presentation system 102 or a social networking system. Further detail regarding the social networking system, social graphs, edges, and nodes is presented below with respect to
For example, in one or more embodiments the act 604 of receiving the live poll request includes receiving, from the broadcaster client device, an indication that the broadcasting user selected a poll option from within a graphical menu interface overlaid on a camera feed presented on the broadcaster client device. As described above, the graphical menu interface provides a guided process to receive user input that defines the one or more poll elements. Additionally, the one or more poll elements include a question and one or more answer choices corresponding to the question. In the same or other embodiments, the one or more poll elements further include a poll type, a poll formant, or a poll aesthetic, as described in further detail above.
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Additionally, in the same or other embodiments the act 608 of providing the live poll indication further includes providing the question and the one or more answer choices (i.e., the poll elements) to each of the plurality of viewer client devices. Furthermore, the graphical poll interface includes a presentation of the question and one or more selectable elements associated with the one or more answer choices corresponding to the question. As described above, in some embodiments, the one or more selectable elements associated with the one or more answer choices each include a reaction icon.
In one or more embodiments, the method 600 further includes an act of receiving a poll response from a viewer client device from the plurality of viewer client devices. In the same or other embodiments, the method 600 still further includes an act of updating, in response to the poll response, poll results to reflect the poll response received from the viewer client device. Furthermore, in some embodiments the method 600 includes an act of providing the poll results to the plurality of viewer client devices, wherein providing the poll results causes each of the plurality of viewer client devices to display the poll results within the graphical poll interface.
Additionally, in one or more embodiments the method 600 includes acts of receiving a comment from the viewer client device from the plurality of viewer client devices and analyzing the comment to determine a relevance of the comment in relation to the video stream. In the same or other embodiments, the method 600 also includes acts of, in response to determining that the comment is more relevant to the video stream, assigning a higher priority to the comment, and, in response to determining that the comment is less relevant to the video stream, assigning a lower priority to the comment. Moreover, in some embodiments the method 600 includes an act of providing the comment to the plurality of viewer client devices, wherein providing the comment causes each of the plurality of viewer client devices to display the comment.
In one or more embodiments, the method 600 includes an act of receiving, from the broadcaster client device, a request to terminate the live poll related to the video stream, and further includes an act of, in response to receiving the request to terminate the live poll, providing, to the plurality of viewer client devices, a poll termination indication that causes each of the plurality of viewer client devices to cease to present the graphical poll interface with the video stream. In the same or other embodiments, the method 600 further includes an act of terminating the live poll when the video stream is terminated.
The method 600 may further include an act of determining that a viewer client device of the plurality of viewer client devices has streamed the video for less than a threshold time and, in response to the determination that the viewer client device has streamed the video stream for less than the threshold time, refraining from providing the live poll indication to the viewer client device.
In one or more embodiments, the method 600 includes an act of determining, based on one or more viewer attributes, that a first viewer associated with a first viewer client device of the plurality of viewer client devices is a quality audience member. As described above, a quality audience member is an audience member (e.g., viewer) that has a relationship with the broadcaster. In the same or other embodiments, the method 600 also includes determining, based on the one or more viewer attributes, that a second viewer associated with a second viewer client device of the plurality of viewer client devices is a causal audience member. The method 600 further includes an act of, in response to determining that the first viewer is a quality audience member, providing the live poll indication to the first viewer client device, and still further includes an act of, in response to determining that the second viewer is a casual audience member, refraining from providing the live poll indication to the second viewer client device.
Additionally or alternatively, the method 600 may further include an act of providing, to a second plurality of viewer client devices, the video stream received from the broadcaster client device. Additionally or alternatively still, the method 600 includes acts of determining that the second plurality of viewer client devices joined the video stream after the live poll was terminated, and withholding participation in the live poll from the second plurality of viewer client devices based on determining that the second plurality of viewer client devices joined the video stream after the live poll was initiated.
Embodiments of the present disclosure may comprise or utilize a special purpose or general-purpose computer including computer hardware, such as, for example, one or more processors and system memory, as discussed in greater detail below. Embodiments within the scope of the present disclosure also include physical and other computer-readable media for carrying or storing computer-executable instructions and/or data structures. In particular, one or more of the processes described herein may be implemented at least in part as instructions embodied in a non-transitory computer-readable medium and executable by one or more computing devices (e.g., any of the media content access devices described herein). In general, a processor (e.g., a microprocessor) receives instructions, from a non-transitory computer-readable medium, (e.g., a memory, etc.), and executes those instructions, thereby performing one or more processes, including one or more of the processes described herein.
Computer-readable media can be any available media that can be accessed by a general purpose or special purpose computer system. Computer-readable media that store computer-executable instructions are non-transitory computer-readable storage media (devices). Computer-readable media that carry computer-executable instructions are transmission media. Thus, by way of example, and not limitation, embodiments of the disclosure can comprise at least two distinctly different kinds of computer-readable media: non-transitory computer-readable storage media (devices) and transmission media.
Non-transitory computer-readable storage media (devices) includes RAM, ROM, EEPROM, CD-ROM, solid state drives (“SSDs”) (e.g., based on RAM), Flash memory, phase-change memory (“PCM”), other types of memory, other optical disk storage, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store desired program code means in the form of computer-executable instructions or data structures and which can be accessed by a general purpose or special purpose computer.
A “network” is defined as one or more data links that enable the transport of electronic data between computer systems and/or modules and/or other electronic devices. When information is transferred or provided over a network or another communications connection (either hardwired, wireless, or a combination of hardwired or wireless) to a computer, the computer properly views the connection as a transmission medium. Transmissions media can include a network and/or data links which can be used to carry desired program code means in the form of computer-executable instructions or data structures and which can be accessed by a general purpose or special purpose computer. Combinations of the above should also be included within the scope of computer-readable media.
Further, upon reaching various computer system components, program code means in the form of computer-executable instructions or data structures can be transferred automatically from transmission media to non-transitory computer-readable storage media (devices) (or vice versa). For example, computer-executable instructions or data structures received over a network or data link can be buffered in RAM within a network interface module (e.g., a “NIC”), and then eventually transferred to computer system RAM and/or to less volatile computer storage media (devices) at a computer system. Thus, it should be understood that non-transitory computer-readable storage media (devices) can be included in computer system components that also (or even primarily) utilize transmission media.
Computer-executable instructions comprise, for example, instructions and data which, when executed at a processor, cause a general purpose computer, special purpose computer, or special purpose processing device to perform a certain function or group of functions. In one or more embodiments, computer-executable instructions are executed on a general-purpose computer to turn the general-purpose computer into a special purpose computer implementing elements of the disclosure. The computer executable instructions may be, for example, binaries, intermediate format instructions such as assembly language, or even source code. Although the subject matter has been described in language specific to structural features and/or methodological acts, it is to be understood that the subject matter defined in the appended claims is not necessarily limited to the described features or acts described above. Rather, the described features and acts are disclosed as example forms of implementing the claims.
Those skilled in the art will appreciate that the disclosure may be practiced in network computing environments with many types of computer system configurations, including, personal computers, desktop computers, laptop computers, message processors, hand-held devices, multi-processor systems, microprocessor-based or programmable consumer electronics, network PCs, minicomputers, mainframe computers, mobile telephones, PDAs, tablets, pagers, routers, switches, and the like. The disclosure may also be practiced in distributed system environments where local and remote computer systems, which are linked (either by hardwired data links, wireless data links, or by a combination of hardwired and wireless data links) through a network, both perform tasks. In a distributed system environment, program modules may be located in both local and remote memory storage devices.
Embodiments of the present disclosure can also be implemented in cloud computing environments. In this description, “cloud computing” is defined as a model for enabling on-demand network access to a shared pool of configurable computing resources. For example, cloud computing can be employed in the marketplace to offer ubiquitous and convenient on-demand access to the shared pool of configurable computing resources. The shared pool of configurable computing resources can be rapidly provisioned via virtualization and released with low management effort or service provider interaction, and then scaled accordingly.
A cloud-computing model can be composed of various characteristics such as, for example, on-demand self-service, broad network access, resource pooling, rapid elasticity, measured service, and so forth. A cloud-computing model can also expose various service models, such as, for example, Software as a Service (“SaaS”), Platform as a Service (“PaaS”), and Infrastructure as a Service (“IaaS”). A cloud-computing model can also be deployed using different deployment models such as private cloud, community cloud, public cloud, hybrid cloud, and so forth. In this description and in the claims, a “cloud-computing environment” is an environment in which cloud computing is employed.
In one or more embodiments, the processor 702 includes hardware for executing instructions, such as those making up a computer program. As an example and not by way of limitation, to execute instructions, the processor 702 may retrieve (or fetch) the instructions from an internal register, an internal cache, the memory 704, or the storage device 706 and decode and execute them. In one or more embodiments, the processor 702 may include one or more internal caches for data, instructions, or addresses. As an example and not by way of limitation, the processor 702 may include one or more instruction caches, one or more data caches, and one or more translation lookaside buffers (TLBs). Instructions in the instruction caches may be copies of instructions in the memory 704 or the storage 706.
The memory 704 may be used for storing data, metadata, and programs for execution by the processor(s). The memory 704 may include one or more of volatile and non-volatile memories, such as Random Access Memory (“RAM”), Read Only Memory (“ROM”), a solid state disk (“SSD”), Flash, Phase Change Memory (“PCM”), or other types of data storage. The memory 704 may be internal or distributed memory.
The storage device 706 includes storage for storing data or instructions. As an example and not by way of limitation, storage device 706 can comprise a non-transitory storage medium described above. The storage device 706 may include a hard disk drive (HDD), a floppy disk drive, flash memory, an optical disc, a magneto-optical disc, magnetic tape, or a Universal Serial Bus (USB) drive or a combination of two or more of these. The storage device 706 may include removable or non-removable (or fixed) media, where appropriate. The storage device 706 may be internal or external to the computing device 700. In one or more embodiments, the storage device 706 is non-volatile, solid-state memory. In other embodiments, the storage device 706 includes read-only memory (ROM). Where appropriate, this ROM may be mask programmed ROM, programmable ROM (PROM), erasable PROM (EPROM), electrically erasable PROM (EEPROM), electrically alterable ROM (EAROM), or flash memory or a combination of two or more of these.
The I/O interface 708 allows a user to provide input to, receive output from, and otherwise transfer data to and receive data from computing device 700. The I/O interface 708 may include a mouse, a keypad or a keyboard, a touchscreen, a camera, an optical scanner, network interface, modem, other known I/O devices or a combination of such I/O interfaces. The I/O interface 708 may include one or more devices for presenting output to a user, including, but not limited to, a graphics engine, a display (e.g., a display screen), one or more output drivers (e.g., display drivers), one or more audio speakers, and one or more audio drivers. In certain embodiments, the I/O interface 708 is configured to provide graphical data to a display for presentation to a user. The graphical data may be representative of one or more graphical user interfaces and/or any other graphical content as may serve a particular implementation.
The communication interface 710 can include hardware, software, or both. In any event, the communication interface 710 can provide one or more interfaces for communication (such as, for example, packet-based communication) between the computing device 700 and one or more other computing devices or networks. As an example and not by way of limitation, the communication interface 710 may include a network interface controller (NIC) or network adapter for communicating with an Ethernet or other wire-based network or a wireless NIC (WNIC) or wireless adapter for communicating with a wireless network, such as a WI-FI.
Additionally or alternatively, the communication interface 710 may facilitate communications with an ad hoc network, a personal area network (PAN), a local area network (LAN), a wide area network (WAN), a metropolitan area network (MAN), or one or more portions of the Internet or a combination of two or more of these. One or more portions of one or more of these networks may be wired or wireless. As an example, the communication interface 710 may facilitate communications with a wireless PAN (WPAN) (such as, for example, a BLUETOOTH WPAN), a WI-FI network, a WI-MAX network, a cellular telephone network (such as, for example, a Global System for Mobile Communications (GSM) network), or other suitable wireless network or a combination thereof.
Additionally, the communication interface 710 may facilitate communications various communication protocols. Examples of communication protocols that may be used include, but are not limited to, data transmission media, communications devices, Transmission Control Protocol (“TCP”), Internet Protocol (“IP”), File Transfer Protocol (“FTP”), Telnet, Hypertext Transfer Protocol (“HTTP”), Hypertext Transfer Protocol Secure (“HTTPS”), Session Initiation Protocol (“SIP”), Simple Object Access Protocol (“SOAP”), Extensible Mark-up Language (“XML”) and variations thereof, Simple Mail Transfer Protocol (“SMTP”), Real-Time Transport Protocol (“RTP”), User Datagram Protocol (“UDP”), Global System for Mobile Communications (“GSM”) technologies, Code Division Multiple Access (“CDMA”) technologies, Time Division Multiple Access (“TDMA”) technologies, Short Message Service (“SMS”), Multimedia Message Service (“MMS”), radio frequency (“RF”) signaling technologies, Long Term Evolution (“LTE”) technologies, wireless communication technologies, in-band and out-of-band signaling technologies, and other suitable communications networks and technologies.
The communication infrastructure 712 may include hardware, software, or both that couples components of the computing device 700 to each other. As an example and not by way of limitation, the communication infrastructure 712 may include an Accelerated Graphics Port (AGP) or other graphics bus, an Enhanced Industry Standard Architecture (EISA) bus, a front-side bus (FSB), a HYPERTRANSPORT (HT) interconnect, an Industry Standard Architecture (ISA) bus, an INFINIBAND interconnect, a low-pin-count (LPC) bus, a memory bus, a Micro Channel Architecture (MCA) bus, a Peripheral Component Interconnect (PCI) bus, a PCI-Express (PCIe) bus, a serial advanced technology attachment (SATA) bus, a Video Electronics Standards Association local (VLB) bus, or another suitable bus or a combination thereof.
As mentioned above, the payment system 100 can comprise a social-networking system. A social-networking system may enable its users (such as persons or organizations) to interact with the system and with each other. As mentioned above, the payment system 100 can comprise a social-networking system. A social-networking system may enable its users (such as persons or organizations) to interact with the system and with each other. The social-networking system may, with input from a user, create and store in the social-networking system a user profile associated with the user. The user profile may include demographic information, communication-channel information, and information on personal interests of the user. The social-networking system may also, with input from a user, create and store a record of relationships of the user with other users of the social-networking system, as well as provide services (e.g. wall posts, photo-sharing, on-line calendars and event organization, messaging, games, or advertisements) to facilitate social interaction between or among users. Also, the social-networking system may allow users to post photographs and other multimedia content items to a user's profile page (typically known as “wall posts” or “timeline posts”) or in a photo album, both of which may be accessible to other users of the social-networking system depending upon the user's configured privacy settings.
This disclosure contemplates any suitable network 804. As an example and not by way of limitation, one or more portions of network 804 may include an ad hoc network, an intranet, an extranet, a virtual private network (VPN), a local area network (LAN), a wireless LAN (WLAN), a wide area network (WAN), a wireless WAN (WWAN), a metropolitan area network (MAN), a portion of the Internet, a portion of the Public Switched Telephone Network (PSTN), a cellular telephone network, or a combination of two or more of these. Network 804 may include one or more networks 804.
Links may connect client system 806, social-networking system 802, and third-party system 808 to communication network 804 or to each other. This disclosure contemplates any suitable links. In particular embodiments, one or more links include one or more wireline (such as for example Digital Subscriber Line (DSL) or Data Over Cable Service Interface Specification (DOCSIS)), wireless (such as for example Wi-Fi or Worldwide Interoperability for Microwave Access (WiMAX)), or optical (such as for example Synchronous Optical Network (SONET) or Synchronous Digital Hierarchy (SDH)) links. In particular embodiments, one or more links each include an ad hoc network, an intranet, an extranet, a VPN, a LAN, a WLAN, a WAN, a WWAN, a MAN, a portion of the Internet, a portion of the PSTN, a cellular technology-based network, a satellite communications technology-based network, another link, or a combination of two or more such links. Links need not necessarily be the same throughout network environment 800. One or more first links may differ in one or more respects from one or more second links.
In particular embodiments, client system 806 may be an electronic device including hardware, software, or embedded logic components or a combination of two or more such components and capable of carrying out the appropriate functionalities implemented or supported by client system 806. As an example and not by way of limitation, a client system 806 may include any of the computing devices discussed above in relation to
In particular embodiments, client system 806 may include a web browser 932, such as MICROSOFT INTERNET EXPLORER, GOOGLE CHROME or MOZILLA FIREFOX, and may have one or more add-ons, plug-ins, or other extensions, such as TOOLBAR or YAHOO TOOLBAR. A user at client system 806 may enter a Uniform Resource Locator (URL) or other address directing the web browser to a particular server (such as server, or a server associated with a third-party system 808), and the web browser may generate a Hyper Text Transfer Protocol (HTTP) request and communicate the HTTP request to server. The server may accept the HTTP request and communicate to client system 806 one or more Hyper Text Markup Language (HTML) files responsive to the HTTP request. Client system 806 may render a webpage based on the HTML files from the server for presentation to the user. This disclosure contemplates any suitable webpage files. As an example and not by way of limitation, webpages may render from HTML files, Extensible Hyper Text Markup Language (XHTML) files, or Extensible Markup Language (XML) files, according to particular needs. Such pages may also execute scripts such as, for example and without limitation, those written in JAVASCRIPT, JAVA, MICROSOFT SILVERLIGHT, combinations of markup language and scripts such as AJAX (Asynchronous JAVASCRIPT and XML), and the like. Herein, reference to a webpage encompasses one or more corresponding webpage files (which a browser may use to render the webpage) and vice versa, where appropriate.
In particular embodiments, social-networking system 802 may be a network-addressable computing system that can host an online social network. Social-networking system 802 may generate, store, receive, and send social-networking data, such as, for example, user-profile data, concept-profile data, social-graph information, or other suitable data related to the online social network. Social-networking system 802 may be accessed by the other components of network environment 800 either directly or via network 804. In particular embodiments, social-networking system 802 may include one or more servers. Each server may be a unitary server or a distributed server spanning multiple computers or multiple datacenters. Servers may be of various types, such as, for example and without limitation, web server, news server, mail server, message server, advertising server, file server, application server, exchange server, database server, proxy server, another server suitable for performing functions or processes described herein, or any combination thereof. In particular embodiments, each server may include hardware, software, or embedded logic components or a combination of two or more such components for carrying out the appropriate functionalities implemented or supported by server. In particular embodiments, social-networking system 802 may include one or more data stores. Data stores may be used to store various types of information. In particular embodiments, the information stored in data stores may be organized according to specific data structures. In particular embodiments, each data store may be a relational, columnar, correlation, or other suitable database. Although this disclosure describes or illustrates particular types of databases, this disclosure contemplates any suitable types of databases. Particular embodiments may provide interfaces that enable a client system 806, a social-networking system 802, or a third-party system 808 to manage, retrieve, modify, add, or delete, the information stored in data store.
In particular embodiments, social-networking system 802 may store one or more social graphs in one or more data stores. In particular embodiments, a social graph may include multiple nodes—which may include multiple user nodes (each corresponding to a particular user) or multiple concept nodes (each corresponding to a particular concept)—and multiple edges connecting the nodes. Social-networking system 802 may provide users of the online social network the ability to communicate and interact with other users. In particular embodiments, users may join the online social network via social-networking system 802 and then add connections (e.g., relationships) to a number of other users of social-networking system 802 whom they want to be connected to. Herein, the term “friend” may refer to any other user of social-networking system 802 with whom a user has formed a connection, association, or relationship via social-networking system 802.
In particular embodiments, social-networking system 802 may provide users with the ability to take actions on various types of items or objects, supported by social-networking system 802. As an example and not by way of limitation, the items and objects may include groups or social networks to which users of social-networking system 802 may belong, events or calendar entries in which a user might be interested, computer-based applications that a user may use, transactions that allow users to buy or sell items via the service, interactions with advertisements that a user may perform, or other suitable items or objects. A user may interact with anything that is capable of being represented in social-networking system 802 or by an external system of third-party system 808, which is separate from social-networking system 802 and coupled to social-networking system 802 via a network 804.
In particular embodiments, social-networking system 802 may be capable of linking a variety of entities. As an example and not by way of limitation, social-networking system 802 may enable users to interact with each other as well as receive content from third-party systems 808 or other entities, or to allow users to interact with these entities through an application programming interfaces (API) or other communication channels.
In particular embodiments, a third-party system 808 may include one or more types of servers, one or more data stores, one or more interfaces, including but not limited to APIs, one or more web services, one or more content sources, one or more networks, or any other suitable components, e.g., that servers may communicate with. A third-party system 808 may be operated by a different entity from an entity operating social-networking system 802. In particular embodiments, however, social-networking system 802 and third-party systems 808 may operate in conjunction with each other to provide social-networking services to users of social-networking system 802 or third-party systems 808. In this sense, social-networking system 802 may provide a platform, or backbone, which other systems, such as third-party systems 808, may use to provide social-networking services and functionality to users across the Internet.
In particular embodiments, a third-party system 808 may include a third-party content object provider. A third-party content object provider may include one or more sources of content objects, which may be communicated to a client system 806. As an example and not by way of limitation, content objects may include information regarding things or activities of interest to the user, such as, for example, movie show times, movie reviews, restaurant reviews, restaurant menus, product information and reviews, or other suitable information. As another example and not by way of limitation, content objects may include incentive content objects, such as coupons, discount tickets, gift certificates, or other suitable incentive objects.
In particular embodiments, social-networking system 802 also includes user-generated content objects, which may enhance a user's interactions with social-networking system 802. User-generated content may include anything a user can add, upload, send, or “post” to social-networking system 802. As an example and not by way of limitation, a user communicates posts to social-networking system 802 from a client system 806. Posts may include data such as status updates or other textual data, location information, photos, videos, links, music or other similar data or media. Content may also be added to social-networking system 802 by a third-party through a “communication channel,” such as a newsfeed or stream.
In particular embodiments, social-networking system 802 may include a variety of servers, sub-systems, programs, modules, logs, and data stores. In particular embodiments, social-networking system 802 may include one or more of the following: a web server, action logger, API-request server, relevance-and-ranking engine, content-object classifier, notification controller, action log, third-party-content-object-exposure log, inference module, authorization/privacy server, search module, advertisement-targeting module, user-interface module, user-profile store, connection store, third-party content store, or location store. Social-networking system 802 may also include suitable components such as network interfaces, security mechanisms, load balancers, failover servers, management-and-network-operations consoles, other suitable components, or any suitable combination thereof. In particular embodiments, social-networking system 802 may include one or more user-profile stores for storing user profiles. A user profile may include, for example, biographic information, demographic information, behavioral information, social information, or other types of descriptive information, such as work experience, educational history, hobbies or preferences, interests, affinities, or location. Interest information may include interests related to one or more categories. Categories may be general or specific. As an example and not by way of limitation, if a user “likes” an article about a brand of shoes the category may be the brand, or the general category of “shoes” or “clothing.” A connection store may be used for storing connection information about users. The connection information may indicate users who have similar or common work experience, group memberships, hobbies, educational history, or are in any way related or share common attributes. The connection information may also include user-defined connections between different users and content (both internal and external). A web server may be used for linking social-networking system 802 to one or more client systems 806 or one or more third-party system 808 via network 804. The web server may include a mail server or other messaging functionality for receiving and routing messages between social-networking system 802 and one or more client systems 806. An API-request server may allow a third-party system 808 to access information from social-networking system 802 by calling one or more APIs. An action logger may be used to receive communications from a web server about a user's actions on or off social-networking system 802. In conjunction with the action log, a third-party-content-object log may be maintained of user exposures to third-party-content objects. A notification controller may provide information regarding content objects to a client system 806. Information may be pushed to a client system 806 as notifications, or information may be pulled from client system 806 responsive to a request received from client system 806. Authorization servers may be used to enforce one or more privacy settings of the users of social-networking system 802. A privacy setting of a user determines how particular information associated with a user can be shared. The authorization server may allow users to opt in to or opt out of having their actions logged by social-networking system 802 or shared with other systems (e.g., third-party system 808), such as, for example, by setting appropriate privacy settings. Third-party-content-object stores may be used to store content objects received from third parties, such as a third-party system 808. Location stores may be used for storing location information received from client systems 806 associated with users. Advertisement-pricing modules may combine social information, the current time, location information, or other suitable information to provide relevant advertisements, in the form of notifications, to a user.
In particular embodiments, a user node 902 may correspond to a user of social-networking system 802. As an example and not by way of limitation, a user may be an individual (human user), an entity (e.g., an enterprise, business, or third-party application), or a group (e.g., of individuals or entities) that interacts or communicates with or over social-networking system 802. In particular embodiments, when a user registers for an account with social-networking system 802, social-networking system 802 may create a user node 902 corresponding to the user, and store the user node 902 in one or more data stores. Users and user nodes 902 described herein may, where appropriate, refer to registered users and user nodes 902 associated with registered users. In addition or as an alternative, users and user nodes 902 described herein may, where appropriate, refer to users that have not registered with social-networking system 802. In particular embodiments, a user node 902 may be associated with information provided by a user or information gathered by various systems, including social-networking system 802. As an example and not by way of limitation, a user may provide his or her name, profile picture, contact information, birth date, sex, marital status, family status, employment, education background, preferences, interests, or other demographic information. Each user node of the social graph may have a corresponding web page (typically known as a profile page). In response to a request including a user name, the social-networking system can access a user node corresponding to the user name, and construct a profile page including the name, a profile picture, and other information associated with the user. A profile page of a first user may display to a second user all or a portion of the first user's information based on one or more privacy settings by the first user and the relationship between the first user and the second user.
In particular embodiments, a concept node 904 may correspond to a concept. As an example and not by way of limitation, a concept may correspond to a place (such as, for example, a movie theater, restaurant, landmark, or city); a website (such as, for example, a website associated with social-network system 802 or a third-party website associated with a web-application server); an entity (such as, for example, a person, business, group, sports team, or celebrity); a resource (such as, for example, an audio file, video file, digital photo, text file, structured document, or application) which may be located within social-networking system 802 or on an external server, such as a web-application server; real or intellectual property (such as, for example, a sculpture, painting, movie, game, song, idea, photograph, or written work); a game; an activity; an idea or theory; another suitable concept; or two or more such concepts. A concept node 904 may be associated with information of a concept provided by a user or information gathered by various systems, including social-networking system 802. As an example and not by way of limitation, information of a concept may include a name or a title; one or more images (e.g., an image of the cover page of a book); a location (e.g., an address or a geographical location); a website (which may be associated with a URL); contact information (e.g., a phone number or an email address); other suitable concept information; or any suitable combination of such information. In particular embodiments, a concept node 904 may be associated with one or more data objects corresponding to information associated with concept node 904. In particular embodiments, a concept node 904 may correspond to one or more webpages.
In particular embodiments, a node in social graph 900 may represent or be represented by a webpage (which may be referred to as a “profile page”). Profile pages may be hosted by or accessible to social-networking system 802. Profile pages may also be hosted on third-party websites associated with a third-party server 808. As an example and not by way of limitation, a profile page corresponding to a particular external webpage may be the particular external webpage and the profile page may correspond to a particular concept node 904. Profile pages may be viewable by all or a selected subset of other users. As an example and not by way of limitation, a user node 902 may have a corresponding user-profile page in which the corresponding user may add content, make declarations, or otherwise express himself or herself. As another example and not by way of limitation, a concept node 904 may have a corresponding concept-profile page in which one or more users may add content, make declarations, or express themselves, particularly in relation to the concept corresponding to concept node 904.
In particular embodiments, a concept node 904 may represent a third-party webpage or resource hosted by a third-party system 808. The third-party webpage or resource may include, among other elements, content, a selectable or other icon, or other inter-actable object (which may be implemented, for example, in JavaScript, AJAX, or PHP codes) representing an action or activity. As an example and not by way of limitation, a third-party webpage may include a selectable icon such as “like,” “check in,” “eat,” “recommend,” or another suitable action or activity. A user viewing the third-party webpage may perform an action by selecting one of the icons (e.g., “eat”), causing a client system 806 to send to social-networking system 802 a message indicating the user's action. In response to the message, social-networking system 802 may create an edge (e.g., an “eat” edge) between a user node 902 corresponding to the user and a concept node 904 corresponding to the third-party webpage or resource and store edge 906 in one or more data stores.
In particular embodiments, a pair of nodes in social graph 900 may be connected to each other by one or more edges 906. An edge 906 connecting a pair of nodes may represent a relationship between the pair of nodes. In particular embodiments, an edge 906 may include or represent one or more data objects or attributes corresponding to the relationship between a pair of nodes. As an example and not by way of limitation, a first user may indicate that a second user is a “friend” of the first user. In response to this indication, social-networking system 802 may send a “friend request” to the second user. If the second user confirms the “friend request,” social-networking system 802 may create an edge 906 connecting the first user's user node 902 to the second user's user node 902 in social graph 900 and store edge 906 as social-graph information in one or more of data stores. In the example of
In particular embodiments, an edge 906 between a user node 902 and a concept node 904 may represent a particular action or activity performed by a user associated with user node 902 toward a concept associated with a concept node 904. As an example and not by way of limitation, as illustrated in
In particular embodiments, social-networking system 802 may create an edge 906 between a user node 902 and a concept node 904 in social graph 900. As an example and not by way of limitation, a user viewing a concept-profile page (such as, for example, by using a web browser or a special-purpose application hosted by the user's client system 806) may indicate that he or she likes the concept represented by the concept node 904 by clicking or selecting a “Like” icon, which may cause the user's client system 806 to send to social-networking system 802 a message indicating the user's liking of the concept associated with the concept-profile page. In response to the message, social-networking system 802 may create an edge 906 between user node 902 associated with the user and concept node 904, as illustrated by “like” edge 906 between the user and concept node 904. In particular embodiments, social-networking system 802 may store an edge 906 in one or more data stores. In particular embodiments, an edge 906 may be automatically formed by social-networking system 802 in response to a particular user action. As an example and not by way of limitation, if a first user uploads a picture, watches a movie, or listens to a song, an edge 906 may be formed between user node 902 corresponding to the first user and concept nodes 904 corresponding to those concepts. Although this disclosure describes forming particular edges 906 in particular manners, this disclosure contemplates forming any suitable edges 906 in any suitable manner.
In particular embodiments, an advertisement may be text (which may be HTML-linked), one or more images (which may be HTML-linked), one or more videos, audio, one or more ADOBE FLASH files, a suitable combination of these, or any other suitable advertisement in any suitable digital format presented on one or more webpages, in one or more e-mails, or in connection with search results requested by a user. In addition, or as an alternative, an advertisement may be one or more sponsored stories (e.g., a news-feed or ticker item on social-networking system 802). A sponsored story may be a social action by a user (such as “liking” a page, “liking” or commenting on a post on a page, RSVPing to an event associated with a page, voting on a question posted on a page, checking in to a place, using an application or playing a game, or “liking” or sharing a website) that an advertiser promotes, for example, by having the social action presented within a pre-determined area of a profile page of a user or other page, presented with additional information associated with the advertiser, bumped up or otherwise highlighted within news feeds or tickers of other users, or otherwise promoted. The advertiser may pay to have the social action promoted. As an example and not by way of limitation, advertisements may be included among the search results of a search-results page, where sponsored content is promoted over non-sponsored content.
In particular embodiments, an advertisement may be requested for display within social-networking-system webpages, third-party webpages, or other pages. An advertisement may be displayed in a dedicated portion of a page, such as in a banner area at the top of the page, in a column at the side of the page, in a GUI of the page, in a pop-up window, in a drop-down menu, in an input field of the page, over the top of content of the page, or elsewhere with respect to the page. In addition, or as an alternative, an advertisement may be displayed within an application. An advertisement may be displayed within dedicated pages, requiring the user to interact with or watch the advertisement before the user may access a page or utilize an application. The user may, for example view the advertisement through a web browser.
A user may interact with an advertisement in any suitable manner. The user may click or otherwise select the advertisement. By selecting the advertisement, the user may be directed to (or a browser or other application being used by the user) a page associated with the advertisement. At the page associated with the advertisement, the user may take additional actions, such as purchasing a product or service associated with the advertisement, receiving information associated with the advertisement, or subscribing to a newsletter associated with the advertisement. An advertisement with audio or video may be played by selecting a component of the advertisement (like a “play button”). Alternatively, by selecting the advertisement, social-networking system 802 may execute or modify a particular action of the user.
An advertisement may also include social-networking-system functionality that a user may interact with. As an example and not by way of limitation, an advertisement may enable a user to “like” or otherwise endorse the advertisement by selecting an icon or link associated with endorsement. As another example and not by way of limitation, an advertisement may enable a user to search (e.g., by executing a query) for content related to the advertiser. Similarly, a user may share the advertisement with another user (e.g., through social-networking system 802) or RSVP (e.g., through social-networking system 802) to an event associated with the advertisement. In addition, or as an alternative, an advertisement may include social-networking-system context directed to the user. As an example and not by way of limitation, an advertisement may display information about a friend of the user within social-networking system 802 who has taken an action associated with the subject matter of the advertisement.
In particular embodiments, social-networking system 802 may determine the social-graph affinity (which may be referred to herein as “affinity”) of various social-graph entities for each other. Affinity may represent the strength of a relationship or level of interest between particular objects associated with the online social network, such as users, concepts, content, actions, advertisements, other objects associated with the online social network, or any suitable combination thereof. Affinity may also be determined with respect to objects associated with third-party systems 808 or other suitable systems. An overall affinity for a social-graph entity for each user, subject matter, or type of content may be established. The overall affinity may change based on continued monitoring of the actions or relationships associated with the social-graph entity. Although this disclosure describes determining particular affinities in a particular manner, this disclosure contemplates determining any suitable affinities in any suitable manner.
In particular embodiments, social-networking system 802 may measure or quantify social-graph affinity using an affinity coefficient (which may be referred to herein as “coefficient”). The coefficient may represent or quantify the strength of a relationship between particular objects associated with the online social network. The coefficient may also represent a probability or function that measures a predicted probability that a user will perform a particular action based on the user's interest in the action. In this way, a user's future actions may be predicted based on the user's prior actions, where the coefficient may be calculated at least in part on the history of the user's actions. Coefficients may be used to predict any number of actions, which may be within or outside of the online social network. As an example and not by way of limitation, these actions may include various types of communications, such as sending messages, posting content, or commenting on content; various types of observation actions, such as accessing or viewing profile pages, media, or other suitable content; various types of coincidence information about two or more social-graph entities, such as being in the same group, tagged in the same photograph, checked-in at the same location, or attending the same event; or other suitable actions. Although this disclosure describes measuring affinity in a particular manner, this disclosure contemplates measuring affinity in any suitable manner.
In particular embodiments, social-networking system 802 may use a variety of factors to calculate a coefficient. These factors may include, for example, user actions, types of relationships between objects, location information, other suitable factors, or any combination thereof. In particular embodiments, different factors may be weighted differently when calculating the coefficient. The weights for each factor may be static or the weights may change according to, for example, the user, the type of relationship, the type of action, the user's location, and so forth. Ratings for the factors may be combined according to their weights to determine an overall coefficient for the user. As an example and not by way of limitation, particular user actions may be assigned both a rating and a weight while a relationship associated with the particular user action is assigned a rating and a correlating weight (e.g., so the weights total 100%). To calculate the coefficient of a user towards a particular object, the rating assigned to the user's actions may comprise, for example, 60% of the overall coefficient, while the relationship between the user and the object may comprise 40% of the overall coefficient. In particular embodiments, the social-networking system 802 may consider a variety of variables when determining weights for various factors used to calculate a coefficient, such as, for example, the time since information was accessed, decay factors, frequency of access, relationship to information or relationship to the object about which information was accessed, relationship to social-graph entities connected to the object, short- or long-term averages of user actions, user feedback, other suitable variables, or any combination thereof. As an example and not by way of limitation, a coefficient may include a decay factor that causes the strength of the signal provided by particular actions to decay with time, such that more recent actions are more relevant when calculating the coefficient. The ratings and weights may be continuously updated based on continued tracking of the actions upon which the coefficient is based. Any type of process or algorithm may be employed for assigning, combining, averaging, and so forth the ratings for each factor and the weights assigned to the factors. In particular embodiments, social-networking system 802 may determine coefficients using machine-learning algorithms trained on historical actions and past user responses, or data farmed from users by exposing them to various options and measuring responses. Although this disclosure describes calculating coefficients in a particular manner, this disclosure contemplates calculating coefficients in any suitable manner.
In particular embodiments, social-networking system 802 may calculate a coefficient based on a user's actions. Social-networking system 802 may monitor such actions on the online social network, on a third-party system 808, on other suitable systems, or any combination thereof. Any suitable type of user actions may be tracked or monitored. Typical user actions include viewing profile pages, creating or posting content, interacting with content, joining groups, listing and confirming attendance at events, checking-in at locations, liking particular pages, creating pages, and performing other tasks that facilitate social action. In particular embodiments, social-networking system 802 may calculate a coefficient based on the user's actions with particular types of content. The content may be associated with the online social network, a third-party system 808, or another suitable system. The content may include users, profile pages, posts, news stories, headlines, instant messages, chat room conversations, emails, advertisements, pictures, video, music, other suitable objects, or any combination thereof. Social-networking system 802 may analyze a user's actions to determine whether one or more of the actions indicate an affinity for subject matter, content, other users, and so forth. As an example and not by way of limitation, if a user may make frequently posts content related to “coffee” or variants thereof, social-networking system 802 may determine the user has a high coefficient with respect to the concept “coffee”. Particular actions or types of actions may be assigned a higher weight and/or rating than other actions, which may affect the overall calculated coefficient. As an example and not by way of limitation, if a first user emails a second user, the weight or the rating for the action may be higher than if the first user simply views the user-profile page for the second user.
In particular embodiments, social-networking system 802 may calculate a coefficient based on the type of relationship between particular objects. Referencing the social graph 900, social-networking system 802 may analyze the number and/or type of edges 906 connecting particular user nodes 902 and concept nodes 904 when calculating a coefficient. As an example and not by way of limitation, user nodes 902 that are connected by a spouse-type edge (representing that the two users are married) may be assigned a higher coefficient than user nodes 902 that are connected by a friend-type edge. In other words, depending upon the weights assigned to the actions and relationships for the particular user, the overall affinity may be determined to be higher for content about the user's spouse than for content about the user's friend. In particular embodiments, the relationships a user has with another object may affect the weights and/or the ratings of the user's actions with respect to calculating the coefficient for that object. As an example and not by way of limitation, if a user is tagged in first photo, but merely likes a second photo, social-networking system 802 may determine that the user has a higher coefficient with respect to the first photo than the second photo because having a tagged-in-type relationship with content may be assigned a higher weight and/or rating than having a like-type relationship with content. In particular embodiments, social-networking system 802 may calculate a coefficient for a first user based on the relationship one or more second users have with a particular object. In other words, the connections and coefficients other users have with an object may affect the first user's coefficient for the object. As an example and not by way of limitation, if a first user is connected to or has a high coefficient for one or more second users, and those second users are connected to or have a high coefficient for a particular object, social-networking system 802 may determine that the first user should also have a relatively high coefficient for the particular object. In particular embodiments, the coefficient may be based on the degree of separation between particular objects. Degree of separation between any two nodes is defined as the minimum number of hops required to traverse the social graph from one node to the other. A degree of separation between two nodes can be considered a measure of relatedness between the users or the concepts represented by the two nodes in the social graph. For example, two users having user nodes that are directly connected by an edge (i.e., are first-degree nodes) may be described as “connected users” or “friends.” Similarly, two users having user nodes that are connected only through another user node (i.e., are second-degree nodes) may be described as “friends of friends.” The lower coefficient may represent the decreasing likelihood that the first user will share an interest in content objects of the user that is indirectly connected to the first user in the social graph 900. As an example and not by way of limitation, social-graph entities that are closer in the social graph 900 (i.e., fewer degrees of separation) may have a higher coefficient than entities that are further apart in the social graph 900.
In particular embodiments, social-networking system 802 may calculate a coefficient based on location information. Objects that are geographically closer to each other may be considered to be more related, or of more interest, to each other than more distant objects. In particular embodiments, the coefficient of a user towards a particular object may be based on the proximity of the object's location to a current location associated with the user (or the location of a client system 806 of the user). A first user may be more interested in other users or concepts that are closer to the first user. As an example and not by way of limitation, if a user is one mile from an airport and two miles from a gas station, social-networking system 802 may determine that the user has a higher coefficient for the airport than the gas station based on the proximity of the airport to the user.
In particular embodiments, social-networking system 802 may perform particular actions with respect to a user based on coefficient information. Coefficients may be used to predict whether a user will perform a particular action based on the user's interest in the action. A coefficient may be used when generating or presenting any type of objects to a user, such as advertisements, search results, news stories, media, messages, notifications, or other suitable objects. The coefficient may also be utilized to rank and order such objects, as appropriate. In this way, social-networking system 802 may provide information that is relevant to user's interests and current circumstances, increasing the likelihood that they will find such information of interest. In particular embodiments, social-networking system 802 may generate content based on coefficient information. Content objects may be provided or selected based on coefficients specific to a user. As an example and not by way of limitation, the coefficient may be used to generate media for the user, where the user may be presented with media for which the user has a high overall coefficient with respect to the media object. As another example and not by way of limitation, the coefficient may be used to generate advertisements for the user, where the user may be presented with advertisements for which the user has a high overall coefficient with respect to the advertised object. In particular embodiments, social-networking system 802 may generate search results based on coefficient information. Search results for a particular user may be scored or ranked based on the coefficient associated with the search results with respect to the querying user. As an example and not by way of limitation, search results corresponding to objects with higher coefficients may be ranked higher on a search-results page than results corresponding to objects having lower coefficients.
In particular embodiments, social-networking system 802 may calculate a coefficient in response to a request for a coefficient from a particular system or process. To predict the likely actions a user may take (or may be the subject of) in a given situation, any process may request a calculated coefficient for a user. The request may also include a set of weights to use for various factors used to calculate the coefficient. This request may come from a process running on the online social network, from a third-party system 808 (e.g., via an API or other communication channel), or from another suitable system. In response to the request, social-networking system 802 may calculate the coefficient (or access the coefficient information if it has previously been calculated and stored). In particular embodiments, social-networking system 802 may measure an affinity with respect to a particular process. Different processes (both internal and external to the online social network) may request a coefficient for a particular object or set of objects. Social-networking system 802 may provide a measure of affinity that is relevant to the particular process that requested the measure of affinity. In this way, each process receives a measure of affinity that is tailored for the different context in which the process will use the measure of affinity.
In connection with social-graph affinity and affinity coefficients, particular embodiments may utilize one or more systems, components, elements, functions, methods, operations, or steps disclosed in U.S. patent application Ser. No. 11/503,093, filed 11 Aug. 2006, U.S. patent application Ser. No. 12/978,027, filed 22 Dec. 2010, U.S. patent application Ser. No. 12/978,265, filed 23 Dec. 2010, and U.S. patent application Ser. No. 13/642,869, filed 1 Oct. 2012, each of which is incorporated by reference.
In particular embodiments, one or more of the content objects of the online social network may be associated with a privacy setting. The privacy settings (or “access settings”) for an object may be stored in any suitable manner, such as, for example, in association with the object, in an index on an authorization server, in another suitable manner, or any combination thereof. A privacy setting of an object may specify how the object (or particular information associated with an object) can be accessed (e.g., viewed or shared) using the online social network. Where the privacy settings for an object allow a particular user to access that object, the object may be described as being “visible” with respect to that user. As an example and not by way of limitation, a user of the online social network may specify privacy settings for a user-profile page identify a set of users that may access the work experience information on the user-profile page, thus excluding other users from accessing the information. In particular embodiments, the privacy settings may specify a “blocked list” of users that should not be allowed to access certain information associated with the object. In other words, the blocked list may specify one or more users or entities for which an object is not visible. As an example and not by way of limitation, a user may specify a set of users that may not access photos albums associated with the user, thus excluding those users from accessing the photo albums (while also possibly allowing certain users not within the set of users to access the photo albums). In particular embodiments, privacy settings may be associated with particular social-graph elements. Privacy settings of a social-graph element, such as a node or an edge, may specify how the social-graph element, information associated with the social-graph element, or content objects associated with the social-graph element can be accessed using the online social network. As an example and not by way of limitation, a particular concept node 904 corresponding to a particular photo may have a privacy setting specifying that the photo may only be accessed by users tagged in the photo and their friends. In particular embodiments, privacy settings may allow users to opt in or opt out of having their actions logged by social-networking system 802 or shared with other systems (e.g., third-party system 808). In particular embodiments, the privacy settings associated with an object may specify any suitable granularity of permitted access or denial of access. As an example and not by way of limitation, access or denial of access may be specified for particular users (e.g., only me, my roommates, and my boss), users within a particular degrees-of-separation (e.g., friends, or friends-of-friends), user groups (e.g., the gaming club, my family), user networks (e.g., employees of particular employers, students or alumni of particular university), all users (“public”), no users (“private”), users of third-party systems 808, particular applications (e.g., third-party applications, external websites), other suitable users or entities, or any combination thereof. Although this disclosure describes using particular privacy settings in a particular manner, this disclosure contemplates using any suitable privacy settings in any suitable manner.
In particular embodiments, one or more servers may be authorization/privacy servers for enforcing privacy settings. In response to a request from a user (or other entity) for a particular object stored in a data store, social-networking system 802 may send a request to the data store for the object. The request may identify the user associated with the request and may only be sent to the user (or a client system 806 of the user) if the authorization server determines that the user is authorized to access the object based on the privacy settings associated with the object. If the requesting user is not authorized to access the object, the authorization server may prevent the requested object from being retrieved from the data store, or may prevent the requested object from be sent to the user. In the search query context, an object may only be generated as a search result if the querying user is authorized to access the object. In other words, the object must have a visibility that is visible to the querying user. If the object has a visibility that is not visible to the user, the object may be excluded from the search results. Although this disclosure describes enforcing privacy settings in a particular manner, this disclosure contemplates enforcing privacy settings in any suitable manner.
The foregoing specification is described with reference to specific exemplary embodiments thereof. Various embodiments and aspects of the disclosure are described with reference to details discussed herein, and the accompanying drawings illustrate the various embodiments. The description above and drawings are illustrative and are not to be construed as limiting. Numerous specific details are described to provide a thorough understanding of various embodiments.
The additional or alternative embodiments may be embodied in other specific forms without departing from its spirit or essential characteristics. The described embodiments are to be considered in all respects only as illustrative and not restrictive. The scope of the present disclosure is, therefore, indicated by the appended claims rather than by the foregoing description. All changes that come within the meaning and range of equivalency of the claims are to be embraced within their scope.
The present application is a continuation of U.S. application Ser. No. 15/370,594, filed on Dec. 6, 2016. The aforementioned application is hereby incorporated by reference in its entirety.
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