Patent Application
20100070501
Generally described, computing devices and communication networks facilitate the collection, storage and exchange of information. In common applications, computing devices, such as personal computing devices, are used to store a variety of information on behalf of their users, such as calendar information, personal information, contact information, photos, music and documents, just to name a few.
In an increasingly mobile society, users frequently come across items in which they are interested and would like to remember for later use. Accordingly, the user may record some information regarding an item using his or her personal computing device and store it for later retrieval. For example, a user may take and store a digital image of an item using the camera functionality on his or her mobile phone. The user may also attach the image to an electronic message (e.g., an electronic mail message) and transmit the image including whatever notes the user may have made about the image, to the user's electronic mail account for retrieval at a later time, or alternatively, to another contact. In yet another example, the user may record a voice notation regarding the item using his or her personal computing device and store it for later retrieval, or similarly, transmit the recorded voice notation elsewhere for storage and later retrieval.
In yet other applications, users may submit questions or queries regarding an item of interest via a communication network to a network-based service (e.g., a web service) capable of processing and responding to the query or question. For example, a user can submit a question to such a service via email from the user's personal computing device. The service may employ automated algorithms for processing the query and returning an answer, or may submit the query to a group of human workers who attempt to answer the query.
While the applications described above enable a user to store information regarding an item of interest for later retrieval or provide additional information regarding items of interest to the user, these applications are limited to merely storing information as specifically input by the user or storing information in the form of a response to a specific query from the user.
The foregoing aspects and many of the attendant advantages will become more readily appreciated as the same become better understood by reference to the following detailed description, when taken in conjunction with the accompanying drawings, wherein:
Generally described, aspects of the present disclosure relate to enhancing data captured by a user regarding an item of interest and storing the enhanced data for subsequent recall by the user, sharing, and possible use by the user or others. In this regard, a memory enhancement service is described that enhances and stores the captured data on behalf of the user. For example, the user of a capture device, such as a mobile phone, may see an item that interests him or her and would like to remember the item for future reference. The item of interest may be anything, for example, anything a person can see, hear, imagine, think about, or touch. Accordingly, the item of interest may be an object (such as an article of manufacture, plant, animal or person), a place (such as a building, park, business, landmark or address), or an event (such as a game, concert or movie). In one embodiment, the user may capture an image of the object, place or event (e.g., using the camera functionality of his or her mobile phone) and submit the image to the memory enhancement service for enhancement and storage.
As will be described in more detail below, the memory enhancement service may submit the captured data to a human interaction task system for enhancement. More specifically, the human interaction task system distributes the captured data to one or more human workers to identify the item that is subject of the captured data, determine the user's interest in the item that is subject of the captured data, and provide information regarding the item that may be relevant to the user based on this determined interest. Because the memory enhancement service employs a human interaction task system to process the captured data rather than automated algorithms and/or other forms of artificial intelligence, the risk of misidentification of the captured data is minimized and the scope and variety of information that can be provided by the human interaction task system is virtually unlimited.
To further enhance the identification capabilities of the memory enhancement service 106, prior to submission of the captured data, the captured data may be edited or marked up through the addition of indications. In one embodiment, the indications may include one or more indications that facilitate identification, by the human interaction task system, of the item of interest that is the subject of the captured data. In another embodiment, the indications may include one or more indications that facilitate determination by the human interaction task system of the user's interest in the item that is subject of the captured data.
In further embodiments, after receiving the captured data, the memory enhancement service may also send queries to the user regarding the captured data. Such queries may pertain to identification of the subject of interest of the captured data and/or the nature of the user's interest in the item of interest. By receiving indications within captured data and/or responses to queries regarding captured data, the generation of enhanced data by the memory enhancement service 106 may be facilitated.
In one example, the capture device is a personal computing device (e.g., a mobile phone) equipped with an image capture element (e.g., a camera). Using the camera functionality of the mobile phone, the user may capture digital images of items of interest as the user encounters such items. For example, a user may capture an image of an object such as a bottle of wine and submit the captured image to the memory enhancement service.
The memory enhancement service submits the captured image to the human interaction task system, where the human workers who process the captured image may identify the item of interest from the captured image as a particular bottle of wine and determine that the user is interested in the rating of the bottle of wine found in the image. Thus, the human workers may obtain the rating for the subject bottle of wine and return it to the memory enhancement service. The memory enhancement service may store the enhanced data (including the image of the bottle of wine, the name and the rating) in a memory account associated with the user and then return the enhanced and stored data to the user's mobile phone.
Alternatively, the human workers may determine that the user is interested in local wine shops which stock the subject bottle of wine and thus, may return location information for such wine shops to the memory enhancement service. As with the previous example, the memory enhancement service may store this enhanced data in the user's memory account and return the enhanced and stored data to the user's mobile phone.
As yet another possibility, if the subject bottle of wine is available for purchase via a network-based retail service, the memory enhancement service may provide the user with the option of purchasing the bottle of wine directly from the retail service utilizing his or her mobile phone and have it delivered to a designated location.
The identifications and determinations made by the human workers may be facilitated by the presence of one or more indications. For example, the user may show that her interest is in the bottle of wine by circling the bottle of wine in the captured image using a user input mechanism (e.g., a stylus, touchscreen, etc.), with which the capture device is equipped. As yet another example, if the user's interest is the rating for the bottle of wine or local wine shops where the wine is carried, the user may write “rating?” or “available at local shops?” next to the bottle of wine. Alternatively, if the user's interest in the bottle of wine is to purchase it via a network-based retail service, the user may write “purchase?” next to the bottle of wine in the captured image.
In any of these examples, the identification of the bottle of wine and/or the user's interest in the bottle of wine may also be determined by communication between the user and the human interaction task system. For example, if the user submits a captured image in which a bottle of wine is evidently the object of interest but the label is blurry, the human interaction task system may send the user a query, “Did you mean X wine?” In another example, if the user's interest appears to be a wine from a particular year that has a number of options, the human interaction task system may query “Were you interested in the vintage reserve?”
In another embodiment, the item of interest may be a musical song that the user would like to remember. In such cases, if the capture device is equipped with a microphone and an audio recording component, the user may record a sample of the song and submit the captured audio recording of the sample to the memory enhancement service. In another embodiment, the user may utilize the capture device to record the user as he or she speaks, sings, or even hums a portion of the song that the user wishes to remember. In such cases, the capture device may be utilized to submit a request to enhance and store the audio recording to the memory enhancement service. Alternatively, the captured data may be forwarded to another user device from which a request for enhancement and storage of the audio recording to the memory enhancement service is transmitted.
The memory enhancement service may further enhance the captured data (e.g., the audio recording) and store the audio recording in the memory account associated with the user. For example, the memory enhancement service (utilizing a human interaction task system) may identify the song by name, artist, album, year recorded, etc. In addition, the memory enhancement service may determine the user's interest in the identified song and provide information related thereto. For example, the information may include a concert schedule for the artist who has recorded the song, an option to purchase the song, a list of other versions of the song recorded by different artists, a commercially available sample of the song hummed by the user, etc. As noted above, because the request to enhance and store the captured data (e.g., the audio recording) is eventually processed by a human interaction task system, a wide variety of possible enhancements to the captured data may be found and deemed appropriate.
As before, the song identification and user's interest in the identified song may be facilitated by indications provided in the captured audio recording prior to submission to the memory enhancement service. For example, the indication may include the user speaking his or her interest before, after, or during the audio recording (e.g., “What cities are this band playing on this year's concert tour?”). Furthermore, independently of, or in conjunction with, the indications, the human interaction task system may also transmit queries to the user to facilitate identification of the user's interest in the identified song (e.g., “Are you interested in the band's U.S. or European tour dates?”).
In yet another illustrative example, the capture device may be utilized to capture manual input from the user. For instance, the user may request that the memory enhancement service enhance and store a notation the user has made via a keyboard, touch screen, or stylus with which the capture device is equipped. Such a notation may be a drawing, a few written words, one or more symbols, etc.
The memory enhancement service further enhances the captured data by submitting it to the human interaction task system. The human interaction task system processes the captured data and provides enhanced data. For example, if the notation includes a logo for a major league baseball team, the enhanced data returned by the human interaction task system may identify the team and include the current schedule for the team, directions to their stadium, or the most recent news articles regarding the this team, just to name a few non-limiting examples.
Indications and/or communication between the human interaction task system and the user may be of further use in facilitating the enhancement of captured data in the context of manual input from the user. For example, if the notation includes a sports team logo, the user may further include the word “rivals” next to the logo to indicate that the user's interest is not in the team represented by the logo but instead in the rivals of that team. The enhanced data returned by the human interaction task system may then identify the team's rivals, including the scheduled games between the two teams, or provide recent news articles regarding the matchup between the two teams. In other examples, assuming that the team represented by the submitted logo has several rivals, the human interaction task system may send a query stating, “Are you interested in rivals A, B, C, or all?” to better refine the enhanced data returned to the user.
With reference to
Those skilled in the art will appreciate that the network 104 may be any wired network, wireless network, or combination thereof. In addition, the network 104 may be a personal area network, local area network, wide area network, cable network, satellite network, cellular telephone network, or combination thereof. Protocols and components for communicating via the Internet or any of the other aforementioned types of communication networks are well known to those skilled in the art of computer communications and thus, need not be described in more detail herein.
The memory enhancement service 106 of
The memory enhancement service 106 may be embodied in a plurality of components, each executing an instance of the memory enhancement service. A server or other computing component implementing the memory enhancement service 106 may include a network interface, memory, processing unit, and computer readable medium drive, all of which may communicate with one another by way of a communication bus. The network interface may provide connectivity over the network 104 and/or other networks or computer systems. The processing unit may communicate to and from memory containing program instructions that the processing unit executes in order to operate the memory enhancement service 106. The memory generally includes RAM, ROM, and/or other persistent and auxiliary memory.
As discussed in greater detail below, the capture device 102 may be further employed to add indications to the captured data and/or communicate with the memory enhancement service 106 to facilitate generation of enhanced data. In certain embodiments, the indications may include one or more indications of the user's interest in one or more items that are the subject of the captured data. In other embodiments, the indications may include one or more indications which facilitate determination of the user's interest in the item that is the subject of the captured data. In further embodiments, the indications may include tags, such as a keyword or term, attributed to at least a portion of the captured data that may be subsequently utilized by the memory enhancement service 106. The indications may be provided by the user of the capture device 102 or client device 112, another user, and/or an application. The capture device 102 may also respond to queries from the memory enhancement service 106 to facilitate either or both of identification of the user's interest and determination of the user's interest in the item that is the subject of the captured data.
In alternative embodiments, indications and/or communication with the memory enhancement service 106 may instead be performed using another client device 112. Client device 112 may be any computing device, such as a laptop or tablet computer, personal computer, personal digital assistant (PDA), hybrid PDA/mobile phone, mobile phone, electronic book reader, set-top box, camera, digital media player, and the like. In one embodiment, client device 112 is in communication the capture device 102 and memory enhancement service 106 via the network 104. Client device 112 may receive the captured data from the capture device 102 and enable the user to add indications to the captured data prior to submission of captured data to the memory enhancement service 106. Client device 112 may further receive and respond to queries from the memory enhancement service 106 in lieu of, or in addition to, the capture device 102.
The operating environment 100 depicted in
As noted above, the item of interest to the user may be anything a person can see, hear, imagine, think about, or touch. Accordingly, the item of interest may be an object 110a, a place 110b, an event 110c, an audio input 110d (e.g., a voice recording made by the user or a sample of a song), or any other input 110e. Examples of such other input include, but are not limited to, motion input via motion capture technology, text input from the user utilizing the keypad of the capture device 102, a drawing input by the user using a touch screen or stylus of the capture device 102, or a media input from the capture device 102. Accordingly, the data captured regarding the item of interest may be in the form of visual data (e.g., an image, drawing, text, video, etc.), aural data (e.g., a voice recording, song sample, etc.) or tactile data (e.g., motion capture input, touch pad entries, etc.). Moreover, such data may include or be representative of cognitive data (e.g., the user's thoughts, imagination, etc.). The captured data may be submitted to the memory enhancement service 106 as a file or as a file attached to an electronic message, such as an electronic mail message, a short message service (SMS) message, etc., or via any other input mechanism, whether digital or analog.
With reference to
Generally described, the human interaction task system 204 makes human interaction tasks or HITs available to one or more human workers for completion. For example, a HIT may be assigned to one or more human workers for completion or the HIT may be published in a manner that allows one or more human workers to view the HITs and select HITs to complete. The one or more human workers may be compensated for completing HITs. For example, a human worker may be compensated for each HIT completed, or each group of HITs completed, for each accepted response to a HIT, in some other manner, or in any combination thereof. Additionally, the human workers may be rated based on the number of HITs completed or a measure of the quality of HITs completed, based on some other metric, or any combination thereof.
In one embodiment, the HIT generated by the capture device interface 202 requests that a human worker determine what the item of interest is from the captured data and/or determine the user's interest in the item. For example, if present, the human worker may employ any indications provided within the captured data for making the identification and/or determination. In addition, the HIT may request that the human worker further enhance the captured data by providing additional information related to the item of interest. A plurality of human workers may complete, and thus, provide responses to the HIT generated by the capture device interface 202. Accordingly, different human workers may reach different determinations regarding the identification of the item and/or the user's interest in the item.
To further facilitate such identifications and/or determinations, the human worker may communicate with the user. For example, the human worker may encounter an ambiguity he or she wishes to resolve, prior to generating enhanced data, in at least one of identification of the item and/or the user's interest in the item. Thus, in one embodiment, the memory enhancement service 106 may include a user interaction component 210 for submitting queries to and receiving responses from users. For example, the query may be a multiple choice question or a yes or no question. In other examples, the query may be an open-ended question. Upon receipt of a response from the user, the human workers may continue to provide additional information related to the item of interest so as to enhance the captured data.
In one embodiment, the user interaction component 210 utilizes an API for generating queries prepared by human workers and transmitting them to users. The user interaction component 210 may communicate with the user through mechanisms including, but not limited to, electronic mail, an SMS message, instant messaging, an electronic message that is published or posted for viewing by others (sometimes referred to as “twitter” message or “tweet”), a voice message, a video message, and a user interface generated by another network-based service (such as a social network service).
In one embodiment, the memory enhancement service 106 (and/or the human interaction task system 204) aggregates like responses from the various human workers and selects the response occurring with the greatest frequency from the human workers for further processing. Alternatively, the memory enhancement service 106 may cluster or prioritize (e.g., select the most common or highest rated) responses received from the human workers for further processing. In yet another embodiment, the memory enhancement service 106 selects the first response received from the human interaction task system 204 for further processing. Those skilled in the art will appreciate that a variety of techniques may be used to select the HITs to be further processed by the memory enhancement service 106. Thus, the above-mentioned examples are illustrative and should not be construed as limiting.
In yet other embodiments, the user may augment the data captured by the capture device 102 with further information that can be used by the memory enhancement service 106 to identify the item of interest and/or the user's interest in the item. Such augmented or added data may also be considered part of the captured data submitted to the memory enhancement service 106. For example, the user may add one or more keywords to provide additional context for processing the captured data. In one embodiment, the one or more keywords are included in the HIT generated by the capture device interface 202 and submitted to the human interaction task system 204 to provide the human workers with additional context for processing the HIT. In other embodiments, the one or more keywords may be used to generate a search query that is submitted to a search module 206 implemented by the memory enhancement service 106. The search module 206 may then perform a search based on the submitted search query for additional information regarding the item of interest. In this embodiment, the capture device interface 202 may also utilize an API for generating such search queries and submitting them to the search module 206. The search results may be used to further enhance the data regarding the item of interest captured by the capture device 102. For example, the search results may be stored with the results of the HIT in the user's memory account maintained in the data store 108. In other embodiments, the search results may be included in the HIT submitted to the human interaction task system 204. Those skilled in the art will appreciate that the search module 206 may submit search queries to, and obtain search results from, specific data stores available to the memory enhancement service 106. Alternatively, the search module 206 may conduct a general search of network resources accessible via the network 104.
In an embodiment, such augmented or added data may further include indications of interest added to the captured data. A non-limiting example of captured data 300 containing indications is illustrated in
In another example, the visual indications 306 may be based upon one or more regions 308 of the captured image which are viewed. For example, the capture device 102 or client device 112 may be equipped with sensors capable of eye tracking. So equipped, one or more regions of the captured image viewed by the user or another may be identified and included in the visual indications 306 provided with the captured image. The capture device 102, client device 112, or other device may perform pre-processing of the captured image prior to submission to the human interaction task system, in order to display the visual indications 306 based upon one or more regions 308 of the captured image which are viewed prior to submission of the captured image to the human interaction task system.
In another non-limiting example, indications 306 may be provided which assist the human workers of the human interaction task system 204 in determining the user's interest in the item. For example, the indications 306 may include short directions 310 or long directions 312. The short directions 310 may be brief commands, such as a single word or short phrase, which provides an indication as to the user's interest in the item. Examples of such commands may include, but are not limited to, “identification,” “history,” “location,” “price,” and the like. The long directions 312 may be commands which, by their nature, require a longer phrase, complete sentence, or multiple sentences to impart (e.g., “Where can I find these trees?”). Indications 306 such as short and long directions 310, 312 may be provided in addition to or independently of other indications 306 intended for identification of the item which is the subject of interest of the captured data 300.
Those skilled in the art will appreciate that the indications may be varied, depending upon the type of captured data. In an embodiment, as illustrated above, in the context of visually captured data, visual indications may be added to on or adjacent to the item of interest. In another embodiment, where the captured data includes aural data, indications may take the form of one or more spoken indications which are added before, during, or after the portion of the aural data of interest. In further embodiments, where the captured data includes tactile data, indications may take the form of one or more spoken or visual indications. For example, a spoken indication may include an audio track accompanying motion capture input. In another example, a visual indication may include lines or other drawings on or adjacent an item of interest within a touch pad entry.
The user's interest in the item subject of the captured data may also include or be dependent upon the user's intent in submitting the captured data to the memory enhancement service 106. Accordingly, in some embodiments (e.g., those in which the captured data is submitted to the human interaction task system 204 without any indication of a purpose for enhancing the captured data), the human interaction task system 204 determines the user's intent in submitting the captured data (e.g., the user's intent regarding how the data related to the item of interest is to be enhanced) as part of determining the user's interest in the identified item. For example, if the user submits a voice recording without any indication of a purpose for enhancing the data, the human interaction task system 204 may determine that the user submitted the voice recording with the intent that the memory enhancement service 106 identify the name of a song rather than the intent that the memory enhancement service 106 transcribe the voice recording. Accordingly, the human interaction task system 204 provides the name of the song, as well as a sample of a previously recorded version of the song. As yet another example, if the user submits a digital image of a coffee mug, the human interaction task system 204 may determine that the user submitted the digital image with the intent to purchase it rather than the intent to find the location of local coffee shops. Accordingly, the human interaction task system 204 provides the name and Universal Product Code (UPC) of the coffee mug and a link to a network-based retail service at which the coffee mug is available for purchase.
Although described above as components of the memory enhancement service 106, the human interaction task system 204, the search module 206, and/or the user interaction component 210 may be discrete services or components from the memory enhancement service 106. Accordingly, the memory enhancement service 106 may include one or more interface components for communication with the human interaction task system 204, the search module 206, and/or the user interaction component 210 via the network 104.
The results of the search query (if conducted) and the result of the HIT submitted to the human interaction task system 204 enhance the data captured by the capture device 102 and submitted to the memory enhancement service 106. Such enhanced data is stored on behalf of the user in a memory account associated with the user and maintained in the data store 108. As will be described in more detail below, the user may subsequently recall the enhanced data from his or her memory account for further review or use. In some embodiments, the user may also share the enhanced data with his or her contacts and/or with other network-based services, such as retail services.
As discussed above, the memory enhancement service 106 may enhance the captured data by submitting a HIT related to the captured data to the human interaction task system 204 and/or by submitting a search query related to the captured data to the search module 206. Such enhancements may reduce or eliminate the need for the user of the capture device 102 to submit or input detailed notes identifying or regarding the item of interest. Moreover, such enhancements may provide the user with additional and perhaps more robust information regarding the item of interest than the user would have otherwise. An illustrative routine for enhancing the captured data in this manner is described in more detail below in connection with
Referring again to
Returning to a previous example, if the user has submitted a request to enhance and store an audio recording of a portion of a song, and the memory enhancement service 106 has enhanced this data by identifying the name of the song recorded, the memory enhancement service 106 will return the name of the song to the capture device 102 of the user. In an alternative embodiment, the memory enhancement service 106 may return the enhanced and stored data (e.g., the name of the song) to another client device 112 specified by the user. Accordingly, the user may configure his or her account with the memory enhancement service 106 to return enhanced and stored data to the user's capture device 102 (e.g., the user's mobile phone) and/or to one or more of the user's other client devices 112 (e.g., the user's home computer).
In one embodiment, the enhanced and stored data is returned to the capture device 102 via a user interface generated by the memory enhancement service 106 and displayed on the capture device 102, such as that shown in
If the user makes a request regarding the user's returned enhanced and stored data, the request may be submitted to the memory enhancement service 106 and processed as shown in
Although the request regarding the user's enhanced and stored data is depicted in
In yet other embodiments the memory enhancement service 106 may determine that it is appropriate to forward the request regarding the user's enhanced and stored data to one or more other network-based services 404 for further processing and/or storage in association with the user (e.g., in a wish list, as a recommendation, etc.). For example, if the request regarding the user's enhanced and stored data is for purchasing the item of interest, the memory enhancement service 106 may forward the purchase request to a network-based retail service that offers the item of interest for sale. The purchase request may then be processed by the retail service and the result of such processing (e.g., confirmation of the sale, request for payment data or shipping information, etc.) may be exchanged between the retail service and the capture device 102. Any further actions or information necessary to complete the purchase can then be performed between the capture device and the other retail service as already known in the art.
In yet another embodiment, the request regarding the user's enhanced and stored data may be a request to share the user's enhanced and stored data with the user's contacts. In such an embodiment, the memory enhancement service 106 may forward the request to another network-based service 304 such as a social network service (e.g., which may include or support a virtual community, web log (blog), etc.) or message publication service at which the user is known by the memory enhancement service 106 to have an account. Accordingly, the social network service or message publication service may then provide the user's enhanced and stored data with the user's contacts who are also members of such services. The social network service or message publication service may then return confirmation to the user of the capture device 102 that his or her enhanced and stored data has been shared. Such requests to share enhanced and stored data are described in more detail below in connection with
Although the other network-based services 404 are depicted in
The memory enhancement service 106 may enhance the captured data by submitting a HIT related to the captured data to the human interaction task system 204. Such enhancements may reduce or eliminate the need for the user of the capture device 102 to submit or input detailed notes identifying or regarding the item of interest. Moreover, such enhancements may provide the user with additional and perhaps more robust information regarding the item of interest than the user would have otherwise.
In an alternative embodiment, the memory enhancement service 106 may also enhance the captured data by submitting a HIT related to captured to the human interaction task system 204, where the HIT contains responses to queries.
It may be understood that the embodiments of
Upon receipt of the request to enhance and store the captured data, but prior to submitting the captured data to the human interaction task system 204, the captured data may be optionally processed in block 506 in order to provide the human interaction task system 204 with additional information or data that may be useful in identifying the item of interest subject of the captured data, determining the user's interest in the item, providing information related to the item that is likely of interest to the user, etc. For example, a search query associated with the captured data may be submitted to the search module 206. In one embodiment, the search query includes an indication of the type of search to be conducted or one or more keywords that were obtained from the capture device 102 as part of the captured data. Accordingly, the search query may specify any information related to an item of interest. Non-limiting examples of such information include a location of an item of interest, whether an item of interest is available for purchase or shipment via one or more network-based retail services, cost of an item of interest, reviews associated with an item of interest, a best available price for an item of interest, similar items to the item of interest, or any other information related to the item of interest, or any combination thereof. Accordingly, in one embodiment, the search results may include a link to a network-based retail service where the object can be purchased or another network resource or service where more information about the item of interest can be found. Upon receipt of the search results generated by the search module 206, the search results may be used to augment the HIT submitted to the human interaction task system 204.
In yet another embodiment, the processing conducted in block 506 may include processing of the captured data with automated algorithms in order to provide the human interaction task system 204 with additional information that may be useful. For example, a digital image captured by the capture device 102 may be subjected to an optical character recognition (OCR) algorithm to identify the item of interest by a UPC appearing on the item of interest shown in the digital image. In another example, a digital image captured by the capture device 102 may be subjected to auto-parsing. Those skilled in the art will appreciate that a variety of automated algorithms may be implemented by the memory enhancement service 106 to further process the captured data and provide additional information to the human interaction task system 204 without departing from the scope of the present disclosure. Moreover, in some embodiments, automated algorithms may be used in lieu of the human interaction task system 204 to process the captured data and provide additional information.
In yet other embodiments, the processing conducted in block 506 may include obtaining profile information associated with the user. The user profile information may be used by the human interaction task system 204 to perform one or more tasks, such as to identify the item of interest, determine the user's intent in sending a request to the memory enhancement service 106, and/or provide additional information regarding the item that may be of interest to the user. For example, the memory enhancement service 106 may maintain a profile for the user that includes demographic data regarding the user (e.g., age, gender, address, etc.), data regarding the user's preferences or interests (e.g., for foods, books, movies, sports teams, hobbies, holidays, etc.), calendar information (e.g., schedule of events, list of birthdays, etc.), contact information (e.g., an address book), etc. In another embodiment, user profile information may be obtained by the memory enhancement service 106 from another network-based service 402 that maintains such information about the user. For example, a network-based retail service may maintain such information about the user, as well as purchase history information, browse history information, etc.
Accordingly, such profile information may be provided or made accessible to the human interaction task system 204 for use in generating the enhanced data. In certain embodiments, the profile information may be provided as at least part of the indications provided to the human interaction task system 204 within the captured data. For example, the profile information may be used in identifying the item of interest to the user. In another example, the profile information may be used in determining the user's intent in sending a request to the memory enhancement service 106. In a further example, the profile information may be used in providing additional information regarding the item that likely is of interest to the user. Those of skill in the art may recognize that the human interaction task system 204 may employ profile information for other purposes as well.
Moreover, in some embodiments, once the memory enhancement service 106 has enhanced the data related to the item of interest, the service 106 may store the enhanced data in the user's profile so that it may be used by the memory enhancement service 106 or other network-based services 404 for other purposes. In one example, the enhanced data may be employed to generate recommendations. In another example, the enhanced data may be employed to update a wish list. In a further example, the enhanced data may be employed for making purchases.
In yet another embodiment, the user profile maintained by the memory enhancement service 106 includes a history of requests made by the user to the service 106. Accordingly, such profile information may assist the human interaction task system 204 in generating the enhanced data. For example, the profile information may be used in identifying the item of interest, determining the user's intent in sending a request to the memory enhancement service 106, providing additional information regarding the item that is likely of interest to the user, etc.
Using a previous example, if the user has previously submitted voice recordings to the memory enhancement service 106 for identification and subsequently submits a new voice recording, the human interaction task system 204 may use this historical information to determine that the user again wishes to identify the song subject to the new voice recording. In yet another example, if the user has previously submitted digital images of places and obtained directions thereto from the memory enhancement service 106, the human interaction task system 204 may use this historical information when processing the next image of a place received by the memory enhancement service 106.
In yet other embodiments, the processing conducted in block 506 may include obtaining profile information associated with the capture device 102 that may be used by the human interaction task system 204 to identify the item of interest, determine the user's intent in sending a request to the memory enhancement service 106, and/or provide additional information regarding the item that may be of interest to the user. For example, such profile information may include the physical or geographical location of the capture device 102 (e.g., as provided by a global positioning system (GPS) component of the device 102, as identified from an Internet Protocol (IP) address, as manually input by the user, etc.). Such profile information may be provided or made accessible to the human interaction task system 204 for use in generating the enhanced data. Using a previous example, the human interaction task system 204 may use the location of the capture device 102 as indicated by its GPS component (or other location identification mechanism, including, but not limited to, manual input) to provide location information for local wine shops which stock a bottle of wine subject to a digital image received by the memory enhancement service 106.
Referring again to
The task may include an action that is more readily accomplished by a human than by a computer. For example, a human viewing a digital image may more readily identify one or more objects, places, or events that are depicted. To illustrate, the image may depict a first object in the foreground and multiple other objects in the background. In this situation a computing algorithm may have difficulty separating the first object, which is assumed to be the item of interest, from the other objects. However, a human may readily identify the first object as the object that is of interest to the user.
As yet another illustration, the image may depict a person standing in front of a building, such as a movie theater. In this situation, a computing algorithm may have difficulty identifying the building or determining if the person or the building is the item of interest. However, a human may more readily identify the building as a movie theater and thus infer that the user's interest is in the movie theater rather than the person pictured.
As a further illustration, following the example of the movie theater, further assume that an indication is added to the captured image marking the building as a movie theater. A computing algorithm may have difficulty recognizing that the indication is intended to identify the building or the person in the captured image as the item of interest. However, a human may more readily recognize that the indication is intended to identify the building as a movie theater and thus, infer that the user's interest is in the movie theater rather than the person pictured. Accordingly, in response to the HIT, the human worker may identify the movie theater and return the schedule of movies playing at the depicted theater on that given date and/or provide directions to the movie theater depicted in the image.
As yet another example, the captured data may include a voice recording of a song made by the user. In this case as well, a human may more readily identify the song recorded by the user and thus, determine that the user is interested in the name of the song. Therefore, in response to the HIT, the human worker may return the name of the song and a link to a network-based retail service where the song can be purchased.
In block 511, the human worker may optionally communicate with the user to identify the item of interest and/or determine the user's intent in sending the request to the memory enhancement service 106. As an illustration, the captured data may include a depiction of two buildings, a restaurant and a boutique. To resolve whether the user is interested in the restaurant or the boutique, the human worker may prepare and transmit a query to the user such as, “Are you interested in the restaurant?” For example, if the user answers “yes,” the human worker may return the telephone number, address, and menu of the restaurant, as well as local newspaper reviews. Those skilled in the art will recognize that the query may be transmitted to the user via electronic mail, an SMS message, instant messaging, tweet, a voice message, a video message, user interface, etc., and may be accessed by the user utilizing the capture device 102 and/or another client device 112.
As yet another example, referring to
In block 512, the memory enhancement service 106 receives one or more completed HITs from the human interaction task system 204. A completed HIT is one that has been processed by a human worker and includes the enhanced data provided by the human worker, such as the identification of the item of interest and the information related to the item that the human worker believes may be of interest to the user. Since the HIT may be presented to one or more human workers by the human interaction task system 204, one or more responses to the HIT may be received.
In block 514, the one or more completed HITs may be further processed to select the HITs to be stored in the user's memory account, verify that the selected, completed HITs are accurate, obtain additional data regarding the completed HITs, etc. For example, the memory enhancement service 106 may simply select the first received completed HIT for storage in the user's memory account and take no further action. In yet another example, a first received completed HIT may be verified when another completed HIT is received that agrees with the first completed HIT. As yet another example, the memory enhancement service 106 may wait to receive a plurality of completed HITs and aggregate the completed HITs that are common to each other. Accordingly, the completed HIT that occurs with the greatest frequency may be stored in the user's memory account.
As a practical example, assume ten completed HITs are received by the memory enhancement service 106. If eight of the ten completed HITs indicate that the item of interest is a movie theater, and that the information related to the item that is of interest to the user is the movie theater schedule, the enhanced data from such a completed HIT will be stored by the memory enhancement service 106 in the user's memory account.
In yet another example, a completed HIT is verified if it is determined by the memory enhancement service 106 that the HIT has been completed a threshold number of times. Alternatively, the memory enhancement service 106 compares a completed HIT to similar HITs completed in response to other users' requests to enhance and store captured data. If multiple users are found to be submitting requests regarding the same or substantially similar items of interest and the human interaction task system 204 is generally returning the same or similar enhanced data regarding the item of interest, the memory enhancement service 106 may verify the completed HIT accordingly. Those skilled in the art will recognize that a variety of techniques may be used to select and/or verify completed HITs without departing from the scope of the present disclosure. If the completed HIT is not verified, one skilled in the art will also recognize that the HIT may be resubmitted to the human interaction task system 204 or that a different completed HIT may be selected by the memory enhancement service 106 for storage in the user's memory account.
In yet other embodiments, the completed one or more HITs may be processed to obtain even further information regarding the item of interest that is the subject of the captured data. For example, information obtained from one or more of the completed HITs may be used to generate a search query submitted to the search module 206. The completed HIT may include the name of the item of interest or other identifying information. The identifying information may then be used in a search query submitted to the search module 206. The search results generated by the search module 206 may be stored in the user's memory account along with the information provided by the human interaction task system 204.
Referring again to
Given that HITs are being processed by a human interaction task system, those skilled in the art will recognize that there may be some delay between submitting the request to enhance and store captured data and storing the enhanced data on behalf of the user in the user's memory account. Accordingly, the memory enhancement service 106 and/or the human interaction task system 204 may notify the user when a response from the memory enhancement service 106 is available. For instance, the user may be notified when the one or more completed HITS are stored in the user's memory account. Such a notification may be sent via an electronic mail message, a SMS message, an electronic message that is published or posted for viewing by others, a user interface generated by another network-based service 404 (such as a social network service), a voice message, etc. In other embodiments, when the user's memory account is later displayed (e.g., as shown in
If a response to the request to enhance and store data is not received from the memory enhancement service 106 (e.g., within a certain time period), the memory enhancement service 106 may notify the user that no response is available. In such cases (and perhaps even when a response is received), the memory enhancement service 106 may prompt the user to enter additional data (e.g., one or more keywords, an indication of search type, a notation, indications within captured data, a response to a query from the memory enhancement service 106, etc.) to assist the memory enhancement service 106 and/or human interaction task system 204 in processing the captured data.
In yet other embodiments, the memory enhancement service 106 and/or human interaction task system 204 may prompt the user for feedback regarding the enhanced data generated by the memory enhancement service 106. Such feedback may include a rating or other indication of the performance of the memory enhancement service 106. The user's feedback regarding the performance of the memory enhancement service 106 may be based on, for example, the accuracy of the identification of the item of interest from the captured data, the accuracy of the determination of the user's interest in the item, the appropriateness of the enhanced data provided regarding the item, and/or the timeliness of the response received from the memory enhancement service. Such feedback may also be used to assist the memory enhancement service 106 and/or human interaction task system 204 in processing captured data.
In one embodiment, one or more user interfaces are generated by the memory enhancement service 106 and displayed on the capture device 102 for enabling a user to view enhanced data previously stored by the memory enhancement service 106, capture data regarding additional items of interest, and submit a request to enhance and store such captured data to the memory enhancement service 106. Further interfaces may be provided for responding to queries from the memory enhancement service 106. An example of a user interface 600 enabling a user to view previously enhanced and stored data is depicted in
The user interface 600 includes a list 604 of the user's previously “remembered” data, i.e., the data captured regarding items of interest that the user has previously submitted to the memory enhancement service 106 and that has been enhanced and stored in the user's memory account. In the illustrated example, the user's most recently enhanced and stored data (as indicated by a date 606) is displayed first and additional data may be viewed by manipulating a scroll control 605 or like user interface control. However, those skilled in the art will appreciate that the enhanced and stored data may be sorted and displayed in another order or manner without departing from the present disclosure.
In the illustrated example, the list 604 includes an image 608 of an object C that was previously enhanced and stored on behalf of the user in his or her memory account. The image 608 of object C was processed by the memory enhancement service 106, which yielded enhanced data regarding the item of interest, i.e., results 612. In the illustrated example, the memory enhancement service 106 has identified object C subject to the image as a “Harris Multicolor Vase.” Accordingly, a link 612a to additional information regarding the Harris Multicolor Vase is displayed in the user interface 600.
In addition to identifying object C as the Harris Multicolor Vase, the memory enhancement service 106 has determined that the user is also interested in a history of art deco vases since the Harris Multicolor Vase is a well-known art deco vase. Accordingly, the memory enhancement service 106 provides a link 612b to an article entitled the “History of Art Deco Vases.” Similarly, since the Harris Multicolor Vase is on display at the Museum of Modern Art, the memory enhancement service 106 has also determined that the user is interested in a current exhibition at the Museum of Modern Art and provides a link 612c to a network resource (e.g., a web site) associated with the Museum of Modern Art. Accordingly, if the user is interested in viewing the enhanced and stored data provided by the memory enhancement service 106, the user may select any of the links 612a, 612b, or 612c associated with the image 608 of object C and retrieve the information associated therewith.
The list 604 may also include an image 614 of a place in which the user is interested. In the illustrated example, assume that the user submitted a keyword 516 “movie” in conjunction with the image 514 when submitting the request to enhance and store the image 514 to the memory enhancement service 106. Accordingly, the memory enhancement service 106 has processed the keyword and image 614 and identified the place subject of the image as Angel Stadium in which the Los Angeles Angels of Anaheim are located.
In an alternative embodiment, in lieu of or in addition to the keyword 516, the user may respond “movie” to a query from the memory enhancement service, such as “What is your interest in the building in the picture?” In further embodiments, the captured data may include the indication “movie.” Accordingly, the memory enhancement service processes the indication and/or and/or communication with the user and image 614 and identifies the place subject of the image as Angel Stadium in which the Los Angeles Angels of Anaheim are located. This information may be presented in the user interfaces 600, 620, 630 in addition to or in lieu of keywords 524. User interfaces such as those illustrated in
Using the keyword 516 “movie” as context, the memory enhancement service 106 has determined that the user is interested in the movie entitled “Angels in the Outfield” and thus, provides a link 618a to the DVD for the movie “Angels in the Outfield” that is available for purchase from a network-based retail service. In the illustrated example, the memory enhancement service 106 has also determined that the user is interested in purchasing an Angels baseball jersey as seen in the movie “Angels in the Outfield” and thus, has provided a link 618b to a network-based retail service offering such an Angels baseball jersey for sale. In addition, the memory enhancement service 106 has determined that the user is interested in a movie theater schedule for movie theaters in proximity to Angel Stadium and thus, has provided a link 618c to such a movie theater schedule.
Although only a few examples of enhanced and stored data are illustrated in the figures and described herein, those skilled in the art will appreciate that a wide number and variety of enhanced data may be generated by the memory enhancement service 106 and provided to the user. Using the image of Angel Stadium as described above, the memory enhancement service 106 could also provide a discount coupon to purchase the DVD for “Angels in the Outfield,” a short clip or trailer from the DVD, etc. In yet another example, if the item of interest is determined by the memory enhancement service 106 to be a book, the memory enhancement service may provide a sample of or excerpt from the book (e.g., a sample chapter of the book, a page of the book including one or more of the keywords submitted with the captured data, etc.).
In the illustrated example, the user interface 600 also includes a user interface control 602 that enables a user to capture data regarding another item of interest and “remember” (i.e., enhance and store) the captured data in the user's memory account. For example, if the capture device 102 upon which the user interface 500 is generated and displayed is a mobile phone including camera functionality, the user may initiate the user interface control 602 to enable the camera functionality of the mobile phone and capture a digital image of another item of interest to the user. Once captured, the image may be displayed to the user via a user interface 620 such as that shown in
For example, user interface 620 may include the image 622 of another object, object D, as well as a date 628 associated with the image capture. The user may input additional keywords 624 using any data entry or input device. However, in the illustrated example, the user has not entered any keywords. The user may then submit a request to enhance and store the captured data to memory enhancement service 106 by selecting a “send” user interface control 626a.
As described above, the request to enhance and store the captured data, i.e., the object D image 622 and the keywords 524 and/or indications (if made), are submitted to the memory enhancement service 106 via the network 104. The memory enhancement service 106 then enhances the captured data prior to storing it in the user's memory account. Optionally, prior to enhancement, queries may be transmitted to the user by the memory enhancement service 106 to obtain additional information to facilitate enhancement.
Those skilled in the art will appreciate that there may be some delay in processing the request to enhance and stored the captured data. Accordingly, a message 529 may be displayed notifying the user that he or she “will be notified when a response (from the memory enhancement service) is available.” As described above, such a notification may also be sent via an electronic mail message, a SMS message, an electronic message that is published or posted for viewing by others, a user interface generated by another network-based service 404 (such as a social network service), a voice message, etc.
As also discussed above, the memory enhancement service 106 may enhance the captured data by submitting a HIT related to the captured data to the human interaction task system 204 and/or by submitting a search query related to the captured data to the search module 206. Such enhancements may reduce or eliminate the need for the user of the capture device 102 to submit or input detailed notes identifying or regarding the item of interest. Moreover, such enhancements may provide the user with additional and perhaps more robust information regarding the item of interest than the user would have otherwise. As noted above, when such enhancements become available, the memory enhancement service 106 (and/or the human interaction task system 204) may notify the user (e.g., via an electronic mail message, a user interface, etc.)
The enhanced and stored data may be displayed to the user via a user interface generated on the capture device 102. Such a user interface 630 is depicted in
In addition to the image 622 of the object D, any keywords 624 or indications (if made) submitted with the captured data are also displayed. Query responses from the user, if made, may be further illustrated. In one example and as shown in
A user interface control 634 may also be provided that enables the user to share the item of interest and/or at least some of the enhanced and stored data provided by the memory enhancement service 106 with his or her contacts. In one embodiment, if the user interface control 634 is selected, the enhanced and stored data for the item of interest is submitted to the memory enhancement service 106, which then forwards the enhanced and stored data to another network-based service 404, such as a social network service. In this embodiment, the social network service provides the user's enhanced and stored data to the user's contacts (e.g., other users of the social network that are in one or more of the user's social graphs) also registered with the social network service or to other users.
In another embodiment, the user may have contacts that also have memory accounts maintained by the memory enhancement service 106. In such embodiments, the memory enhancement service 106 may forward the enhanced and stored data to the user's contacts directly as will be described in more detail below in connection with
It will be appreciated by those skilled in the art, that the enhanced and stored data shared by the user may take a variety of forms in different embodiments. For example, in one embodiment, the enhanced and stored data may be shared with the user's contacts in the form of a recommendation to purchase the item of interest. Accordingly, when presented to the user's contacts, the contacts may also be provided with an option to purchase the item of interest. In another embodiment, if the contact purchases the item of interest, the user who shared the enhanced and stored data with the contact may be compensated monetarily, with a discount, with additional goods and services, with redeemable points, with organizational or hierarchical credits (e.g., a “gold level member”), etc., by the network-based retail service that provides the item of interest and/or by the memory enhancement service 106.
In yet another embodiment, the user may select a user interface control 636 for adding a tag, such as a non-hierarchical keyword or term, to the enhanced and stored data that can subsequently be utilized by the user and/or the user's contacts for browsing and/or searching. In yet another embodiment, a user interface control 638 may be provided to enable the user to add a notation to the enhanced and stored data. The notation may be stored in the user's memory account as part of the enhanced and stored data, and also shared with the user's contacts.
In yet another embodiment, the user may select a search option 654 to search for additional items or information similar or related to the item of interest. For example, the user may select a category of items or information in which he or she wishes to search from a drop-down menu (not shown) displayed in response to selecting a menu user interface control 656. Such categories may include, but are not limited to, books, toys, music, etc. The user may then input a keyword for the search in a field 658 and initiate the search by selecting a “Go” user interface control 660. The search initiated by the user may be performed by the search module 206 of the memory enhancement service 106, or may be forwarded by the memory enhancement service 106 to the network-based retail service or to another network-based service 404 for processing.
In the illustrated embodiment, assume the request made by the user regarding the enhanced and stored data is a request to see purchase details for the item of interest (which request is initiated, for instance, by selecting the user interface control 632 depicted in
In the illustrated embodiment, the user may alternatively select a user interface control 652 to add the item of interest to the user's wish list, for instance, a list of items that the user would like to acquire. In some embodiments the user may have one or more wish lists that are maintained by the network-based retail service offering the item of interest, the memory enhancement service 106 and/or another network-based service 404. Accordingly, if the user selects the add to wish list user interface control 652, the item of interest can also be added to such wish lists.
Additional user interface controls may also be provided by the memory enhancement service 106, as necessary. In an alternative example, after the memory enhancement service 106 has identified the object that is the subject of image 522, the memory enhancement service 106 may determine that the user is interested in adding the item to a gift registry. Such a gift registry may be maintained by the network-based retail service offering the chair, the memory enhancement service 106, and/or another network based service 404. Accordingly, the memory enhancement service 106 may provide the user with a user interface control which, if selected by the user, adds the item of interest to the gift registry.
In an additional example, a user interface 660 such as that depicted in
Selection of the markup user interface control 646b may open a data markup window 670 for adding indications prior to submission of the captured data to the memory enhancement service 106. The markup window 670 may include a larger view 678 of the captured data (e.g., object D image), as well as drawing and text tools 674a, 674b. The drawing tools 674a may include basic geometric shapes, such as rectangles, circles, lines, and the like, for drawing shapes on, around, or near the item of interest using an input mechanism such as a stylus, touchscreen, etc. The text tools 674b may include fonts, font sizes, color, formatting (e.g., bold, underline, italics, etc) for typing short or long directions. The drawing and text tools 674a, 674b may further include free-form tools which enable a user to make indications directly on the captured data. Those skilled in the art will appreciate that alternative markup windows and tools may be provided for differing types of captured data (e.g., aural data, tactile data, cognitive data, etc.) without departing from the scope of the present disclosure.
When the user has finished adding indications, she may select one of the “save” and “discard” user interface controls 676a, 676b. Selection of the save user interface control 676a may update the captured data with the indications added in the markup window 670. The indications may be further illustrated when the image is viewed in the list of captured data 662. Alternatively, selection of the discard user interface control 676b will discard the changes made to the captured data within the markup window 670.
In one embodiment, queries may be displayed to the user via a user interface generated on the capture device 102 or other client device 112. A non-limiting example of such a query is illustrated in
The query list 682 further includes one or more queries prepared for the user by the memory enhancement service 106. In the illustrated example, a query 690 may be a yes or no question intended to verify whether the item of interest has been correctly identified. For instance, in order to verify that the item of interest has been correctly identified in the image 684, the query may ask, “Did you mean the Eiffel Tower?” The user may respond by selection of one of the “yes” and “no” user interface controls 692a, 692b. In an alternative example, a multiple choice query 692 may be presented to the user. For example, in order to verify the user's interest in the identified item, the query may ask, “Did you mean: A) Eiffel Tower history, B) Visiting the Eiffel Tower, or C) None of the Above?” The user may respond by selection of one of the “A,”, “B,” and “C” user interface controls 646a, 646b, 646c. Selection of one of the user interface controls 642a, 642b, 646a, 646b, 646c sends a response to the memory enhancement service 106, where it may be employed in generation of enhanced data (e.g., by the human interaction task system 204). In yet a further example, if the user is not satisfied by the presented query or response options, he may select a user interface control 648, which enables free-form communication with the memory enhancement service 106.
Now that the capture and submission of data related to an item of interest, and the enhancement of such data by the memory enhancement service 106 has been described, further aspects of the present disclosure related to recalling the enhanced and stored data for further reference or use will be described. For example, the user may access the memory enhancement service 106 and recall the enhanced and stored data stored in his or her memory account. In this regard,
In the example illustrated in
In yet another embodiment, the user may search for particular data in his or her list 802 by selecting a search user interface control 814, entering one or more keywords in a field 816 and selecting a “Go” user interface control 818. Accordingly, any enhanced and stored data stored in the user's memory account that match the keywords entered by the user may be retrieved from the memory enhancement service 106 and displayed to the user.
In yet another example, the user may request additional information regarding enhanced and stored data by selecting an item from the user interface 800. In the illustrated example, the user has selected the image 807 of a place. Accordingly, a user interface 820 such as that depicted in
In another embodiment, the memory enhancement service 106 may also be operated in association with other network-based services 402 as described above. In such an embodiment, the user may access his or her user memory account, as well as other information provided or maintained by such other network-based services 402, via a user interface generated by the memory enhancement service 106 or generated by one of the other network-based services 402. An example of such a user interface 900 is depicted in
In another embodiment, the user may re-submit captured data regarding an item of interest to the memory enhancement service 106 in order to recall the enhanced and stored data regarding the item of interest. For example, the user may re-submit a previously captured digital image of the item of interest (or a new digital image of the item of interest) to the memory enhancement service 106. The memory enhancement service 106 may then compare the digital image of the item of interest to the enhanced and stored data in the user's memory account and return the matching data to the user's client device 702. Such additional data may then be displayed to the user via a user interface such as that shown in
In one embodiment, the shared enhanced and stored data is forwarded in the form of a text message, electronic mail message, etc. In yet another embodiment, the user's shared, enhanced and stored data is stored on behalf of the user's contact in the contact's user memory account. Accordingly, when that contact accesses his or her memory account (e.g., via user interface 900 depicted in
Returning to
As illustrated in
In the illustrated example, assume the image 914 is of the Space Needle in Seattle, Wash. The results 1104 returned by the human interaction task system 204 include the title of the movie “Sleepless in Seattle” and the notation 1106 from the contact invites the user to watch the movie with her. The user may respond to the contact and accept the contact's invitation, by selecting a user interface control 1108 to send a message to the contact. Although not shown, selecting such a user interface control may cause yet another user interface to be displayed in which the user may enter or select contact information for sending the message and/or the body of the message. Those skilled in the art will appreciate that such a message may be delivered to the contact via a text message, an electronic mail message, a voice message, etc., or via another user interface such as that shown in
As also illustrated in
It will be appreciated from the above description that a user may add enhanced data regarding an item of interest to his or her memory account, either directly or via his or her contacts. Accordingly, the user may utilize the memory enhancement service 106 to continuously enhance what the user has “remembered,” i.e., stored in his or her memory account, regarding any particular item of interest to the user. Using a previous example, the user may initially capture an image of an object such as a bottle of wine and submit the captured image to the memory enhancement service 106. The memory enhancement service 106 identifies the item of interest from the captured image as a particular bottle of wine, obtains the rating for the subject bottle of wine and stores this enhanced data (e.g., the image of the bottle of wine, the name and the rating) in the user's memory account. Over time, the user may capture other data related to the bottle of wine, such as a digital image of a wine shop, and submit such captured data to the memory enhancement service as well. As a result, the human interaction task system 204 may determine that the user is interested in local wine shops which stock the bottle of wine and thus, may return location information for such wine shops to the memory enhancement service 106. The memory enhancement service 106 may also store this enhanced data in the user's memory account. After recommending the bottle of wine to a contact, the user's contact may share with the user an image of the vineyard that produced the bottle of wine (e.g., as described above in connection with
In yet other embodiments, a user may make all or a portion of his or her memory account available to other users and/or network-based services. Such other users may include the user's contacts or any other user to which the user grants access according to one or more access rules configurable by the user. For example, a user may grant access to all or a subset of his or her contacts. A contact may then view the enhanced data (e.g., via a user interface similar to that shown in
In yet another embodiment, multiple users can be associated with a single memory account maintained by the memory enhancement service 106. Accordingly, requests to enhance and store data can be submitted by multiple users, and the enhancements can be stored by the memory enhancement service 106 in a centralized memory account. In this way, the centralized memory account may serve as a community or tribal memory for a group of users. Access, additions, deletions, and modifications to the centralized memory account may be made by the users of the group and may be governed by one or more rules configurable by one or more of the users of the group. As is the case above, all or a portion of the centralized memory account may be made available to users outside of the group and/or other network-based services.
All of the processes described herein may be embodied in, and fully automated via, software code modules executed by one or more general purpose computers or processors. The code modules may be stored in any type of computer-readable medium or other computer storage device. Some or all the methods may alternatively be embodied in specialized computer hardware. In addition, the components referred to herein may be implemented in hardware, software, firmware or a combination thereof.
Conditional language such as, among others, “can,” “could,” “might” or “may,” unless specifically stated otherwise, are otherwise understood within the context as used in general to convey that certain embodiments include, while other embodiments do not include, certain features, elements and/or steps. Thus, such conditional language is not generally intended to imply that features, elements and/or steps are in any way required for one or more embodiments or that one or more embodiments necessarily include logic for deciding, with or without user input or prompting, whether these features, elements and/or steps are included or are to be performed in any particular embodiment.
Any process descriptions, elements or blocks in the flow diagrams described herein and/or depicted in the attached figures should be understood as potentially representing modules, segments, or portions of code which include one or more executable instructions for implementing specific logical functions or elements in the process. Alternate implementations are included within the scope of the embodiments described herein in which elements or functions may be deleted, executed out of order from that shown, or discussed, including substantially concurrently or in reverse order, depending on the functionality involved as would be understood by those skilled in the art.
It should be emphasized that many variations and modifications may be made to the above-described embodiments, the elements of which are to be understood as being among other acceptable examples. All such modifications and variations are intended to be included herein within the scope of this disclosure and protected by the following claims.
This application is a continuation-in-part of U.S. patent application Ser. No. 12/200,822, filed Aug. 28, 2008, and entitled, “Enhancing and Storing Data for Recall and Use,” which claims benefit of U.S. Provisional Patent Application No. 61/021,275, filed Jan. 15, 2008, and entitled “Systems and Methods of Retrieving Information,” the entirety of which are incorporated herein by reference.
| Number | Date | Country | |
|---|---|---|---|
| 61021275 | Jan 2008 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | 12200822 | Aug 2008 | US |
| Child | 12623354 | US |
