Patent Application
20180089921
The various embodiments described herein relate to generating and publishing content to a communication system, such as a social networking system. In particular, the embodiments relate to generating a civic graph and a social ballot to suggest and facilitate interactions with politically-themed users and/or content within the communication system.
Communication systems enable users to interact with various objects represented within the communication system. For example, a communication system in the form of a social networking system allows users to designate other users or entities as connections (or otherwise connect to, or form relationships with, other users or entities), contribute and interact with their connections, post media or commentary, share links to external content, use applications, join groups, list and confirm attendance at events, invite connections, and perform other tasks that facilitate social interaction. External applications also use the services of a social networking system to allow authenticated users to incorporate some of the above social interactions with use of the external applications. Similar interactions may also be a part of the user experience within other network services.
Exemplary methods, apparatuses, and systems for generating civic graphs and social ballots are detailed herein.
In one embodiment, a communication system generates a civic graph of users within the communication system to create and recommend connections between nodes representing constituent users and nodes representing political office holders. For example, based on a connection between a node for a user and a node for a political office holder, the communication system determines one or more other political office holder that represents the user, and recommends to the user to form a new connection with the one or more other political office holder.
In another embodiment, the communication system generates a social ballot for a user based on identifying users that are impacted by a political issue and determining responses to a question regarding the political issue from other users of the communication system. The communication system generates the social ballot to include the responses of the other users that have met a threshold level of affinity with the user and content shared by the other users within the communication system. The communication system then transmits the social ballot to the user as a graphical user interface.
Other features and advantages will be apparent from the accompanying drawings and the detailed description.
The present embodiments are illustrated by way of example and not limitation in the figures of the accompanying drawings, in which like references indicate similar elements, and in which:
Embodiments described herein generate civic graphs and social ballots using user data within a communication system. In particular, embodiments utilize data that is associated with users of a communication system to generate a civic graph of connections between users, political office holders, political offices, and political districts. As a result, the communication system generates and shares content in a manner that encourages greater interaction amongst users of the communication system. For example, the civic graph is used to generate recommendations of other users (e.g., political office holders) a constituent user may be interested in interacting with. In another example, a constituents summary of content and topics trending amongst constituents of a particular political office holder is generated.
In other embodiments, user data within a communication system is used to generate a social ballot. By utilizing user data (e.g., location, connections), the communication system generates a social ballot that includes content related to a political issue or political question that was shared by other users of the communication system that have a connection with the user within the communication system.
In the following description, numerous specific details are set forth. However, it is understood that embodiments may be practiced without these specific details. While a communication system is used to describe embodiments of promotion configuration and facilitation, it will be understood that these concepts are generally applicable to other network services/entities, websites, etc. References in the specification to “one embodiment,” “an embodiment,” “an exemplary embodiment,” etc., indicate that the embodiment described may include a particular feature, structure, or characteristic, but every embodiment may not necessarily include the particular feature, structure, or characteristic. Moreover, such phrases are not necessarily referring to the same embodiment. Further, when a particular feature, structure, or characteristic is described in connection with an embodiment, it is submitted that it is within the knowledge of one skilled in the art to affect such feature, structure, or characteristic in connection with other embodiments whether or not explicitly described.
User devices 104A-104N are enabled to interact with communication system 130 and can be any type of computing device capable of receiving user input as well as transmitting and/or receiving data via a network (e.g., network 121). Exemplary user devices 104A-104N include conventional computer systems, such as a desktop or laptop computer, or may include devices having computer functionalities such as Personal Digital Assistants (PDA), cellular or mobile telephones, smart-phones, in- or out-of-car navigation systems, gaming devices, or other electronic devices programmed to implement one or more embodiments set forth herein.
In one embodiment, a user device (e.g. 104A) may execute a user application (e.g. 105A) allowing user 102A of user device 104A to interact with communication system 130. For example, user application 105A may be a web browser application (e.g., Microsoft Windows Internet Explorer, Mozilla Firefox, Apple Safari, Google Chrome, Opera, etc.). In an embodiment, user application 105A is a special-purpose client application (e.g., Facebook for iPhone or iPad, etc.), and in an embodiment user application 105A is the native platform or operating system of user device 104A, such as Windows®, Mac OSX®, iOS®, or ANDROID™ which may utilize an Application Programming Interface (API) to directly interface with communication system 130 through API request server 125.
User devices 104A-104N are configured to communicate with communication system 130 via network 121 or a collection of networks—such as the Internet, a corporate Intranet, a Virtual Private Network (VPN), a Local Area Network (LAN), a Wireless Local Area Network (WLAN), a cellular network, a Wide Area Network (WAN), a Metropolitan Area Network (MAN), or a combination of two or more such networks. Network 121 may be wired, wireless, or a combination of both. In one embodiment, network 121 uses standard communications technologies and/or protocols. Thus, network 110 may include links using technologies such as Ethernet, Institute of Electrical and Electronics Engineers (IEEE) 802.11, Worldwide Interoperability for Microwave Access (WiMAX), 3G, 4G, Long Term Evolution (LTE), Code-Division Multiple Access (CDMA), Digital Subscriber Line (DSL), cable modems, etc. Similarly, the networking protocols used on network 110 may include Multiprotocol Label Switching (MPLS), Transmission Control Protocol (TCP), Internet Protocol (IP), TCP/IP, User Datagram Protocol (UDP), Hypertext Transport Protocol (HTTP), Simple Mail Transfer Protocol (SMTP), and/or File Transfer Protocol (FTP). Data exchanged over network 110 may be represented using technologies and/or formats including Hypertext Markup Language (HTML), Extensible Markup Language (XML), or JavaScript Object Notation (JSON), among other formats. In addition, all or some of links can be encrypted using conventional encryption technologies such as Secure Sockets Layer (SSL), Transport Layer Security (TLS), or Internet Protocol security (IPsec).
In some embodiments, communication system 130 comprises one or more computing devices storing user profiles associated with users 102A-102N and/or other objects, as well as connections between users and other users 102A-102N and/or objects. Users 102A-102N, using communication system 130, may add connections to other users or objects of communication system 130 to which they desire to be connected, and may also otherwise interact with these other users or objects. The users of communication system 130 are individuals (e.g. humans), and the objects may include entities (such as businesses, organizations, universities, manufacturers, brands, celebrities, etc.), concepts, or other non-human things including but not limited to a location, a song, an album, an article, a book, a movie, food, etc.
Based on the stored data about users, objects, and the connections between the users and/or objects, communication system 130 generates and maintains a “social graph” in social and civic graph store 140 comprising a plurality of nodes interconnected by a plurality of edges. Each node in the social graph represents a user or object that can act on another node and/or that can be acted on by another node. An edge between two nodes in the social graph represents a particular kind of connection between the two nodes, which may result from an action that was performed by one of the nodes on the other node. For example, when a user identifies an additional user as a friend, an edge in the social graph is generated connecting a node representing the first user and an additional node representing the additional user. The generated edge has a connection type indicating that the users are friends. As various nodes interact with each other, communication system 130 adds, removes, or otherwise modifies edges connecting the various nodes to reflect the interactions. An exemplary social graph is described with reference to
Communication system 130 also generates and maintains a “civic graph” in social civic graph store 140 comprising a plurality of nodes interconnected by a plurality of edges. As with the social graph, each node in the civic graph represents a user or object that can act on another node and/or that can be acted on by another node. An edge between two nodes in the civic graph represents a particular kind of connection between the two nodes, which may result from an action that was performed by one of the nodes on the other node. For example, when a user “likes” or “follows” an additional user, an edge in the civic graph is generated connecting a node representing the first user and an additional node representing the additional user. As various nodes interact with each other, communication system 130 adds, removes, recommends, or otherwise modifies edges connecting the various nodes to reflect the interactions. An exemplary civic graph is described with reference to
The embodiment of communication system 130 illustrated in
Communication system 130 allows its users 102A-102N to communicate or otherwise interact with each other and access content, as described herein. Communication system 130 stores user profiles in the user profile data store 152. A user profile includes declarative information about the user that was explicitly shared by the user, and may also include profile information inferred by communication system 130. In one embodiment, a user profile includes multiple data fields, each data field describing one or more attributes of the corresponding user of communication system 130. The user profile information stored in user profile data store 152 describes users 102A-102N of communication system 130, including biographic, demographic, and other types of descriptive information, such as work experience, educational history, gender, relationship status, interests, hobbies, location, other preferences, and the like. The user profile may also store information provided by the user. For example, images or videos provided by the user may also be stored within the user profile. In other embodiments only textual data of the user is stored in the user profile and other data (e.g., images, videos) are stored in multimedia stores and associated with the user (e.g., through associating a user identifier of the user with an image/video identifier of the multimedia content). In certain embodiments, images or videos including or depicting users of communication system 130 may be “tagged” with identification information of those users. A user profile in the user profile data store 152 may also maintain references to actions (stored in the user profile or in action log 148) by the corresponding user performed on content items in content store 146. A user may also specify one or more privacy settings, which are stored in that user's user profile. Privacy settings limit information that communication system 130 or other users of communication system 130 are permitted to access from that user's user profile.
Web server 123 links communication system 130 via network 121 to one or more user devices 104A-104N by accepting requests for from user devices 104A-104N and/or transmitting web pages or other web-related content to user devices 104A-104N, such as image files, audio files, video files, Java applets, Flash, XML, JavaScript, Cascading Style Sheets (CSS), and so forth. Web server 123 in some embodiments is configured to utilize a set of one or more network interfaces 127 to send and receive messages across network 121. In some embodiments web server 123 (additionally or alternately) utilizes message server 124 (e.g., a dedicated server end station, a dedicated software application, etc.) to communicate with user devices 104A-104N, which is operative to send and/or receive instant messages, queued messages (e.g., email), text and SMS (Short Message Service) messages, or utilize any other suitable messaging technique.
In some embodiments, a message sent by a user to another user by way of communication system 130 can be viewed by other users of communication system 130, for example, by certain connections of the user (directly connected users in the social graph, other users more than one hop away in the social graph, etc.) receiving the message. An example of a type of message that can be viewed by other users of communication system 130 (besides the recipient of the message) is commonly known as a “post.” In one embodiment, a post is published within a feed of messages received by or otherwise accessible to one or more other users. In some embodiments, a user can publish a post or otherwise send a private message to another user that can only be retrieved by the other user.
When a user takes an action within communication system 130, the action may be recorded in action log 148 by action logger 126, subject to any privacy settings and restrictions of the user and/or communication system 130. In one embodiment, communication system 130 maintains action log 148 as a database of entries. When an action is taken on communication system 130, communication system 130 can add an entry for that action to action log 148. In accordance with various embodiments, action logger 126 is capable of receiving communications from web server 123 about user actions on and/or off communication system 130. Action logger 126 populates action log 148 with information about those user actions. This information may be subject to privacy settings associated with the user. Any action that a particular user takes with respect to another user is associated with each user's profile, through information maintained in a database or other data repository, such as action log 148. Examples of actions taken in communication system 130 that may be stored in action log 148 include, but are not limited to, adding a connection to another other user, creating a post or otherwise sending a message to another user, reading a message from the other user, viewing content (e.g., wall posts, images, videos) associated with or created by the other user, attending an event posted by another user, being tagged in photos with another user, etc. In some embodiments, certain actions are described in connection with more than one user, and these actions may be associated with those users as well and stored in action log 148.
Users may interact with various objects on communication system 130, including commenting on posts, sharing links, and checking-in to physical locations via a mobile device, accessing content items in a sequence or other interactions. Information describing these actions is stored in action log 148. Additional examples of interactions with objects on communication system 130 included in action log 148 include logging in to communication system 130, commenting on a photo album, communications between users, publishing the playback of a song, becoming a fan of a musician, politician, celebrity, or brand by “liking” a page of the respective entity, adding an event to a calendar, joining a group, creating an event, authorizing an application, using an application, and engaging in a transaction. Additionally, action log 148 records a user's interactions with advertisements on communication system 130 as well as other applications operating on communication system 130. In some embodiments, data from action log 148 is used to infer interests or preferences of the user, augmenting the interests included in the user profile, generating recommendations of other users or entities that may be of interest to the user, and allowing a more complete understanding of user preferences.
Action log 148 may be used by communication system 130 to track other user actions on communication system 130, as well as actions on external application 150 (e.g., website) that are communicated to the communication system 130. For example, communication system 130 may allow users to interact with external (e.g., third-party) applications 150 (e.g., websites), external storage 155, and/or external servers 115 (e.g., server end stations). API request server 125 allows external systems (e.g., external application 150 of external server 115, and/or user applications 105A of user devices 104A-104N) to access information from or transmit information to communication system 130 by issuing API calls. The information provided by communication system 130 may include user profile information or the connection information of users, subject to the individual privacy settings of the user. For example, a service or other system (e.g. external application 150) may send an API request to communication system 130 via network 121 to publish a story on behalf of a user (e.g., the user played a song, watched a movie), request information about a user (after having been given permission to do so by the user), upload a photograph on behalf of a user, etc. API requests are received at communication system 130 by API request server 125, which then processes the request by performing actions sought by the API requests, determining appropriate responses to the API requests, and transmitting back these responses back to requesting application 150 via network 121.
Content store 146 stores content items associated with user profiles, such as images, videos, and/or audio files. Content items from content store 146 may be displayed when a user profile is viewed or when other content associated with the user profile is viewed. For example, displayed content items may show images or video associated with a user profile or show text describing a user's status. Additionally, other content items may facilitate user engagement by encouraging a user to expand his connections to other users or entities, to invite new users to the system or to increase interaction with communication system 130 by displaying content related to users, objects, activities, or functionalities of communication system 130. Examples of communication system content items include suggested connections or suggestions to perform other actions, media provided to or maintained by communication system 130 (e.g., photos, videos), status messages or links posted by users to communication system 130, events, groups, pages (e.g., representing an organization or commercial entity), and any other content provided by, or accessible via, communication system 130.
Content store 146 also includes one or more pages associated with entities included in social and civic graph store 140. An entity is a type of object that can be a non-individual user of communication system 130, such as a band, political office, political district, business, vendor, organization, university, etc. However, in some embodiments, an entity may represent a musician, politician, celebrity, or other well-known individual, and thus an entity object node for a person may exist in social graph and/or civic graph (serving as a “brand” for that individual, and perhaps having an associated page that other users may “like”) and also a user node for that same person may also exist in the social graph and/or civic graph (serving as a representation for a personal account of that person). A page includes content associated with an entity and instructions for presenting the content to a user of communication system 130. For example, a page identifies content associated with the entity's stored content (from object data store 154) as well as information describing how to present the content to users viewing the page.
In the depicted embodiment, communication system 130 includes civic graph generator 129 for generating a civic graph as described herein. In an alternate embodiment, civic graph generator 129 is a part of external server 115. For example, civic graph generator 129 may be implemented by external application 150.
In one embodiment, civic graph generator 129 implements a method of generating and maintaining a civic graph of users of communication system 130. For example, civic graph generator 129 utilizes data that is descriptive of the user. The data is retrieved from the data stores 101. Based upon the descriptive data, civic graph generator 129 generates civic graph 250, as depicted in
In one embodiment, civic graph generator 129 facilitates the generation and transmission of content between a political office holder and constituent users. Civic graph generator 129 enhances interactions from constituent users to the political office holder. An exemplary method of enhancing interactions from constituent users to the political office holder is described in greater detail with reference to
In the depicted embodiment, communication system 130 also includes ballot generator 131 for generating and maintaining social ballots. In an alternate embodiment, ballot generator 131 is a part of external server 115. For example, ballot generator 131 may be implemented by external application 150.
In one embodiment, ballot generator 131 implements a method of generating and transmitting a social ballot. Ballot generator 131 utilizes data that is descriptive of the user retrieved from the data stores 101, including a user location, interactions of the user with communication system 130, and interactions with communication system 130 by users connected to the user. Based upon the descriptive data, ballot generator 131 generates and/or modifies a social ballot for the user. For example, ballot generation 131 determines a plurality of users of communication system 130 impacted by a political issue, determines responses, implied or explicit, to a question regarding the political issue, and generates a ballot for a user that includes the question regarding the political issue and the determined responses to the question of users connected to the user. An exemplary method of generating and transmitting a social ballot is described in greater detail with reference to
In one embodiment, users are able to add demographic information to user profiles 205-215. In one embodiment, for demographic information that has not been entered by a user, a communication system application generates an estimate based upon the user's actions, connections, and/or actions of connections. For example, User B has not entered an alma mater into user profile 210. A communication system application may determine from User B's contacts, activities, cities of residence, etc. that User B's likely alma mater is one or both of Brigham Young University and Harvard University. In one embodiment, the user profiles 205-210 include additional information, such as relationships to other users, places where the user has worked, user interests, etc.
In one embodiment, users are able to provide feedback on actions of other users/entities. As a result, actions are also viewed as objects that may be acted upon. For example, User B listened to music by the artist, The Killers. As a result, communication system 130 publishes a narrative associated with User B (e.g., in a newsfeed, profile of User B, etc.) indicating that User B listened to music by the artist, The Killers. In viewing a newsfeed, profile of User B, or another form of communication system publication(s), communication system 130 displays the narrative to User A. Communication system 130 then receives input from User A indicating that User A “likes” that User B listened to The Killers.
In one embodiment, demographic data further includes a weight or score indicating an affinity between a user and an object. For example, repeated user action with one object may indicate a stronger affinity for said object than another object with which the user has limited interaction. First degree connections, e.g., the friendship between User A and User B, may indicate a stronger affinity than second degree connections, e.g., User A is friends with User B, who is friends with User C, creating a second degree connection between User A and User C. An indication that two users are married may indicate a stronger affinity than if two users are friends. Additionally, temporal and geographic proximity of actions/users are other exemplary indicators of affinity.
Political districts may be defined in various sizes, including by state, county, congressional district, and city. Based on how political districts are defined, a user can be determined as residing in multiple political districts. Communication system 130 determines a user lives in a particular political district based on the user providing location data (e.g., address, zip code), using public records (e.g., government databases), or through other explicit means. In one embodiment, the determination is implicitly determined based on an analysis of content shared by the user within communication system 130. For example, communication system 130 may determine the user lives within a particular political district based on the user's history of location check-ins, sharing of content regarding local political issues, and/or sharing of content regarding local news. When the user's location is determined, the node representing the user can be associated with the nodes representing political districts that represent the user.
In one embodiment, users are able to perform actions indicating that they hold particular political offices. For example, User E 260 has performed an action indicating that they hold the political office of U.S. Congressman 275, and User F 265 has performed an action indicating that they hold the political office of State Governor 280. In some embodiments, communication system 130 receives a verification request from a user to verify that the user holds the political office, and performs a verification process to verify that the user holds the political office. The verification process includes verifying the name and address of the user, verifying government-issued identification of the user, etc. When the user is verified as the holder of the political office, communication system 130 modifies a permission setting for the user. For example, communication system 130 modifies a permission setting to enable the verified political office holder to be recommended to other users of communication system 130 (e.g., constituents), to receive constituent summaries, and to receive tagged content indicating that the content was shared with communication system 130 by users who are constituents of the verified political office holder. In one embodiment, the verified political office holder is granted permission to define the boundaries of the political district that the political office represents, e.g., by manipulating a set of one or more polygons on a map as a representation of the boundaries. In an alternate embodiment, a third party is granted permission and provided the capability to draw and edit the boundaries of the political district.
In one embodiment, the political office objects are further connected to the political district(s) that the political office represents. For example, the political office object of U.S. Congressman 275 has a connection to Political District “A” 285, as a representative of constituents residing within Political District “A.” Similarly, the political office object of State Governor 280 has connections to Political Districts “A” 285 and “B” 290, as a representative of constituents residing within Political District “A” and Political District “B.” For example, User F 265 holding the political office of State Governor 280 represents User D 255 and User E through the political office's representation of constituents in Political District “A” 285 and represents User G 270 through the political office's representation of constituents in Political District “B” 290. In one embodiment, the connections between the political offices and the political districts is user-initiated. In other embodiments, the connections between the political offices and the political districts is automatically created based on government-issued data (e.g., census data, redistricting guidelines, etc.).
At block 305, civic graph generator 129 receives a request from a first user of communication system 130 to interact with a second user of communication system 130. In one embodiment, the first user and the second user are represented in communication system 130 by nodes in a civic graph 250. As described previously, civic graph 250 includes a plurality of nodes and a plurality of edges, where each node represents one of a political district, a political office, a political office holder, and a constituent user. Each edge connecting two of the plurality of nodes represents an association or interaction between the connected nodes. Using the example of
At block 310, civic graph generator 129 determines that the node representing the second user is connected to a node representing a political office by an edge, where the edge represents that the second user holds the political office represented by the node. Continuing the example of
At block 315, civic graph generator 129 optionally determines that the first user is connected with a node representing a political district. For example, using civic graph 250, civic graph generator 129 determines that User D 255 lives within Political District “A,” represented by node 285.
At block 320, civic graph generator 129 identifies a node that represents a third user in civic graph 250 connected with the node representing the political district, which indicates that the third user holds another political office for the political district. In one embodiment, the third user is directly connected to the node representing the political district by an edge, or is connected to the node representing the political district by an edge between the political office and the political district. For example, civic graph generator 129 identifies the node representing User F 265 as holding the political office of State Governor 280, which is connected with the node representing Political District “A” 285, indicating that User F 265 represents Political District “A.”
In an alternate embodiment, civic graph generator 129 identifies a node that represents a third user in civic graph 250, where the third user holds another political office that represents the first user. For example, the first user may also be represented in the civic graph as living in another political district that is distinct from Political District “A” 285. In one embodiment, political districts may be subsets of other political districts. In another embodiment, political districts may only partially overlap and, therefore, are represented independently of one another in civic graph 250.
In one embodiment, the third user is another political office holder that has been “liked” or “followed” by a plurality of users of communication system 130 that have also “liked” or “followed” the second user. In one embodiment, civic graph generator 129 identifies a node representing a third user that holds another political office and is a member of a same political party as the first user and/or the second user.
At block 325, civic graph generator 129 generates a recommendation using the identified node. At block 330, in response to the received request from the first user to interact with the second user, civic graph generator 129 transmits the recommendation to the first user. In one embodiment, the recommendation includes one or more interface objects. Each of the interface objects enables the first user to interact with another political office holder represented by a node in civic graph 250 that holds another political office determined to be within the political district that represents the first user. For example, civic graph generator 129 determines that User E 260 represents Political District “A,” and generates and transmits a recommendation to User D 255 to interact with User F 265 who holds a different political office, State Governor, which also represents Political District “A.” In response, civic graph generator 129 receives a request from User D 255 to interact with User F 265. For example, User D 255 selects a “Like” or “Follow” user interface object, such as user interface object 437 in
In one embodiment, the recommendation is generated and displayed on a user profile of the second user in response to the first user interacting with the second user. In other embodiments, the recommendation is transmitted to the first user via any other suitable means, including a message or email. In one embodiment, the recommendation is generated in response to the first user interacting with the second user, and is displayed to the first user in response to the first user providing an indication that recommendations are desired. In one embodiment, the recommendations are automatically generated and displayed in response to the user logging in to communication system 130. If another embodiment, the recommendations are automatically generated and displayed in response to the user accessing a user profile of the user or another user.
In one embodiment, user interface element 430 is generated in response to the first user interacting with button 407, and user interface element 430 is displayed to the first user in response to the first user providing an indication that recommendations are desired by selecting the button in user interface element 410. In another embodiment, user interface element 430 is automatically generated and displayed in response to the first user interacting with button 407 or otherwise interacting with the second user within the communication system. For example, communication system 130 may generate user interface element 430 in response to the first user transmitting a message to the second user or viewing content shared by the second user.
In one embodiment, post 510 includes an explicit indication in post header 511 indicating that the user is a “constituent” of the political office holder. When communication system 130 receives a user input from a first user for transmission to a second user, civic graph generator 129 determines the location of the user. In one embodiment, civic graph generator 129 determines if there is a connection in a civic graph between a node representing the user and a node representing a political district. When the node representing the user is connected to the node representing a particular political district, civic graph generator 129 determine if the political office holder holds a political office that represents the particular political district. Communication system 130 then generates a message that includes the user input from the first user. In some embodiments, when interactions are determined to be from a constituent of a political office holder, communication system 130 includes an indicator with the message. For example, in
At block 610, communication system 130 determines a plurality of nodes that are each connected, directly or indirectly, to the node representing the user. The connections between the plurality of nodes and the node representing the user represents that the users represented by the plurality of nodes are constituents of the user. In one embodiment, one or more of the plurality of nodes are directly connected to the node representing the user via an edge. In other embodiments, one or more of the plurality of nodes are indirectly connected to the node representing the user via edges between the plurality of nodes and a node representing a political office or a political district and between the political office or the political district and the node representing the user. For example, referring back to
At block 615, communication system 130 analyzes user interactions performed by a plurality of users represented by the determined plurality of nodes. The user interactions include sharing content or interacting with content shared via communication system 130. In one embodiment, communication system 130 analyzes the user interactions to identify content shared via communication system 130 by a number of users. In one embodiment, communication system 130 identifies a post that has been “liked” or “shared” by a number of users above a predetermined threshold number. For example, if an article shared via communication system 130 has been posted, shared, or commented on by greater than ten constituents of a political office holder, the article may be flagged. In one embodiment, communication system 130 analyzes the text of postings and comments made by the plurality of users to identify words, concepts, or topics that are being discussed. For example, communication system 130 may analyze the text and/or comments to determine trending issues among constituents.
At block 620, communication system 130 generates a constituents summary based on the analysis of the user interactions performed by the determined plurality of users. In one embodiment, the constituents summary indicates trending issues among the constituents of the political office held by the political office holder. In one embodiment, the constituents summary includes articles and postings, as well as general topics based on textual analysis of postings and comments made by the plurality of users. In one embodiment, communication system 130 filters postings and comments based upon the identified words, concepts, or topics. For example, the constituents summary may filter content unrelated to political matters. In one embodiment, communication system 130 identifies concepts or topics meeting a predetermined threshold level of activity, such as a minimum number of users, posts, comments, or other user interactions. In such embodiments, communication system 130 selects a subset of the identified concepts of topics for display in the constituents summary.
At block 625, communication system 130 transmits the generated constituents summary to the user. The generated constituents summary is displayed as a message, in a feed, or other presentation for the user.
At block 810, ballot generator 131 determines a first response to a question regarding the political issue for the first user. In one embodiment, determining the first response includes receiving an explicit response to the question from the first user or determining an implied response for the first user. Determining the explicit response to the question from the first user includes transmitting a ballot including the question to the first user and receiving the explicit response to the question submitted by the first user in response. Determining the implied response to the question from the first user includes selecting content shared via communication system 130 by the first user by determining the selected content is related to the political issue. In one embodiment, ballot generator 131 identifies posts and other content shared by the first user on a first user profile. Ballot generator 131 then determines the implied response to the question for the first user by analyzing the selected content. In one embodiment, ballot generator 131 performs a text recognition analysis to determine words posted by the first user that is used to determine the first user's sentiment with regards to the question. In one embodiment, the implied or explicit response is determined using data obtained from third party sources. In one embodiment, ballot generator 131 sends a confirmation request message to the first user including the determined implied response and receives a confirmation response message from the first user either confirming or rejecting the implied response. In one embodiment, ballot generator 131 may retrieve the first response to the question from user profile data store 152.
At block 815, ballot generator 131 determines a connection between the first user the second user within communication system 130 meets a threshold level of affinity. In one embodiment, the threshold level of affinity is reached when the first user and the second user are friends or otherwise directly connected within communication system 130. In other embodiments, the threshold level of affinity is reached when the first user is at least a friend of a friend of the second user or otherwise indirectly connected within communication system 130. In one embodiment, the responses of the second user of communication system 130 are not included when the threshold level of affinity with the first user is not reached.
In one embodiment, ballot generator 131 determines if there is a connection (e.g., edge) between a node representing the first user and a node representing the second user in civic graph 250. The presence of a connection between the nodes in civic graph 250 indicates that the first user and second user are friends or have previously interacted within communication system 130.
At block 820, ballot generator 131 generates a ballot for the second user. In one embodiment, the ballot includes the question regarding the political issue and the determined first response for the first user. For example, the ballot for the second user may include identification information for the first user (e.g., name, user name, photo), the first user's response to the question, and any other content shared by the first user within communication system 130.
At block 825, ballot generator 131 transmits the ballot to the second user for display. Ballot generator 131 subsequently receives a response to the question from the second user and additional user input. The additional user input may include content, such as text, photographs and/or other multimedia content. In response, a post to communication system 130 is generated that indicates the response from the second user and includes the additional user input received from the second user. An exemplary first ballot including the determined response from the first user is depicted in
In one embodiment, first option summary 1030 includes identification information (e.g., photographs, user names) of a plurality of users of communication system 130 connected to the user that ballot generator 131 has determined share the perspective of the first option to ballot question 1020. In one embodiment, first option summary 1030 includes a user interface object 1035 (e.g., selectable text, image) that enables the user to interact with content shared by the plurality of users of communication system 130 connected to the user that share the perspective of the first option to ballot question 1020. For example, in response to selection of user interface object 1035, communication system 130 overlays a pop-up box that includes posts shared by the plurality of users of communication system 130 connected to the user that shared the perspective of the first option to ballot question 1020. In another example, in response to selection of user interface object 1035, communication system 130 displays UI 1100, as described with respect to
Ballot question information 1050 includes one or more pages or profiles within communication system 130 associated with each of the response options to ballot question 1020. For example, ballot question information 1050 includes an interface object enabling the user to access a profile within communication system 130 containing official information regarding the ballot question. For example, a profile in support of one option of the ballot question may be verified through a verification process as being an official sponsor of the ballot question. In one embodiment, the profile may be associated with a political party or political office holders supporting the ballot question option.
Data processing system 1200 includes one or more microprocessors 1205 and connected system components (e.g., multiple connected chips). Alternatively, data processing system 1200 is a system on a chip.
Data processing system 1200 includes memory 1210, which is coupled to microprocessor(s) 1205. Memory 1210 may be used for storing data, metadata, and programs for execution by the microprocessor(s) 1205. For example, memory 1210 may include one or more of the data stores 101 and/or may store modules, such as civic graph generator 129 and ballot generator 132, described herein. Memory 1210 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. Memory 1210 may be internal or distributed memory.
Data processing system 1200 includes network and port interfaces 1215, such as a port, connector for a dock, or a connector for a USB interface, FireWire, Thunderbolt, Ethernet, Fibre Channel, etc. to connect the system 1200 with another device, external component, or a network. Exemplary network and port interfaces 1215 also include wireless transceivers, such as an IEEE 802.11 transceiver, an infrared transceiver, a Bluetooth transceiver, a wireless cellular telephony transceiver (e.g., 2G, 3G, 4G, etc.), or another wireless protocol to connect data processing system 1200 with another device, external component, or a network and receive stored instructions, data, tokens, etc.
Data processing system 1200 also includes display controller and display device 1220 and one or more input or output (“I/O”) devices and interfaces 1225. Display controller and display device 1220 provides a visual user interface for the user. I/O devices 1225 allow a user to provide input to, receive output from, and otherwise transfer data to and from the system. I/O devices 1225 may include a mouse, keypad or a keyboard, a touch panel or a multi-touch input panel, camera, optical scanner, audio input/output (e.g., microphone and/or a speaker), other known I/O devices or a combination of such I/O devices. One or more buses may be used to interconnect the various components shown in
Data processing system 1200 may be a personal computer, tablet-style device, a personal digital assistant (PDA), a cellular telephone with PDA-like functionality, a Wi-Fi based telephone, a handheld computer which includes a cellular telephone, a media player, an entertainment system, or devices which combine aspects or functions of these devices, such as a media player combined with a PDA and a cellular telephone in one device. In other embodiments, data processing system 1200 may be a network computer, server, or an embedded processing device within another device or consumer electronic product. As used herein, the terms computer, device, system, processing system, processing device, and “apparatus comprising a processing device” may be used interchangeably with data processing system 1200 and include the above-listed exemplary embodiments.
Additional components, not shown, may also be part of data processing system 1200, and, in certain embodiments, fewer components than that shown in
An article of manufacture may be used to store program code providing at least some of the functionality of the embodiments described above. Additionally, an article of manufacture may be used to store program code created using at least some of the functionality of the embodiments described above. An article of manufacture that stores program code may be embodied as, but is not limited to, one or more memories (e.g., one or more flash memories, random access memories—static, dynamic, or other), optical disks, CD-ROMs, DVD-ROMs, EPROMs, EEPROMs, magnetic or optical cards or other type of non-transitory machine-readable media suitable for storing electronic instructions. Additionally, embodiments of the invention may be implemented in, but not limited to, hardware or firmware utilizing an FPGA, ASIC, a processor, a computer, or a computer system including a network. Modules and components of hardware or software implementations can be divided or combined without significantly altering embodiments of the invention.
It will be evident that various modifications may be made thereto without departing from the broader spirit and scope of the invention as set forth in the following claims. For example, the methods described herein may be performed with fewer or more features/blocks or the features/blocks may be performed in differing orders. Additionally, the methods described herein may be repeated or performed in parallel with one another or in parallel with different instances of the same or similar methods.
