Abstract: A method and system to mediate selection of choice presentation models are described. A models mediator, implemented using software, hardware or both, may be configured to exercise different choice presentation models, collect and analyze information with respect to how well each model performed in succeeding to convince a respective user to purchase one of the presented subscription plans, and determine how frequently each model should be used to generate a presentation of subscription choices.

Abstract: A method and system to update a front-end client are described. A front-end client may be provided with a reloading wrapper. A reloading wrapper may be configured to detect that a new version of the associated client is available, fetch the new version of the client, test it, and replace the currently executing version of the client with the new version without disrupting the operation of the front-end.

Abstract: The disclosed embodiments relate to a system that displays diagnostic information to facilitate web page development. While a web page is being assembled at a front-end system using data gathered from one or more back-end systems, the system accumulates metadata associated with the assembly process. Next, the system renders the web page using the gathered data. Finally, the system sends the rendered web page along with the metadata to a browser to be displayed to a user, wherein the browser is configured to selectively display the metadata when the web page is displayed.

Abstract: Disclosed in some examples is a method including receiving a plurality of transaction records, each of the transaction records including data about a particular transaction engaged in by a member of a social networking service and including a geographic location and a timestamp of the particular transaction; scoring each of the plurality of transaction records based upon the recency of the transaction; clustering the plurality of transaction records into a plurality of clusters, each cluster including transaction records which contain similar geographic locations; creating an aggregate score for each particular one of the plurality of clusters based upon a sum total of the scores calculated for each transaction record clustered into the particular cluster; and creating a probability distribution based upon the scores for the plurality of clusters, the probability distribution indicating a probability that the member was in each of the plurality of locations represented by the clusters.

Abstract: The disclosed embodiments relate to a system that displays diagnostic information to facilitate web page development. While a web page is being assembled at a front-end system using data gathered from one or more back-end systems, the system accumulates metadata associated with the assembly process. Next, the system renders the web page using the gathered data. Finally, the system sends the rendered web page along with the metadata to a browser to be displayed to a user, wherein the browser is configured to selectively display the metadata when the web page is displayed.

Abstract: In an embodiment, a system maintains a database of a plurality of persons. The database includes an audio clip of a pronunciation of a name of a first person in the database. The system determines from a calendar database that a second person has an event in common with the first person, and transmits to a device associated with the second person an indication that the database includes the pronunciation of the name of the first person.

Abstract: A navigation system and method are described. A destination may be determined for a user. A starting location may be determined for the user using data obtained via a mobile device of the user. The user may be enabled to establish a route from the starting location to the destination using the mobile device. Route information that details the established route may be stored in a database for subsequent display to other users. In some embodiments, a value total for each user may be stored, and value may be added to the user's value total in response to the user establishing the route from the starting location to the destination.

Abstract: Systems and methods for the forming of user device groups are presented. First, logical relationship information can be recorded, the logical relationship information describing logical relationships between a first user and other users, the logical relationship information associated with a social networking service. Communications between the first user and the other users, the communications being of at least two different types of communications, may be monitored.

Abstract: Displaying a preference by a first user of a content contribution submitted by a second user is disclosed. A preference event by the first user is detected. A plurality of detected events is stored. In response to a query from a client, at least a portion of the stored detected events is stored. At least a portion of the received events is caused to be rendered graphically.

Abstract: Detecting, for a content item, associated preference events is disclosed. For the content item, a plurality of preference events from a plurality of users is received. The received preference events are accumulated. Associated events are detected. The effect of the events is reduced when assigning a status to the item.

Abstract: Determining an item to present to a first user is disclosed. Preference information is received that comprises the preferences of a plurality of users associated with one or more items. User correlations are determined from the received preference information. For the first user, a set of other users most correlated with the first user is determined. One or more items are presented to the first user based at least in part on the preferences of the other users.

Abstract: A system and method are provided for sticky routing of a user's service requests and connections to a distributed service hosted by multiple data centers. Sticky routing data are generated when a user first connects, to include member ID, preferred data center, a user bucket associated with one data center, a generation of the bucket, a generation of the user's sticky routing data, and timing information identifying a time of issue and/or a time of expiration of the routing data. A user bucket is either online (accepts new users; their requests are routed to the associated data center), offline (not accepting new users; existing users are expelled and must join a different bucket), or closed (not accepting new users; existing users' requests continue to be routed to the associated data center). All of a user's requests, from all devices, are thus routed to one data center, based on member ID.

Abstract: A fact checking system verifies the correctness of information and/or characterizes the information by comparing the information with one or more sources. The fact checking system automatically monitors, processes, fact checks information and indicates a status of the information.

Abstract: An Internet-based system capable of automatically maintaining contact-related information in any computer software application or digital device which stores or manages contact-related information. More particularly, the system allows users to automatically enter and maintain contact-related information in a digital address book or similar application or device (such as a wireless phone or PDA) with minimal or no manual entry of the contact-related information by the user. The system also allows contacts of the user (i.e. people who's contact information or partial contact information is present in the user's address book application) to make corrections to their contact-related information contained in the user's address book, request reciprocal contact information from the user, deny the user access to additional or corrected contact-related information and take other actions relative to managing the contact-related information which others (users) have about them.

Abstract: A notification machine may receive an update to a user profile that describes a user and indicates a group of users as being socially connected to the user by a social network. The update may reference a community (e.g., an employer or a club) of the user. The user profile may be modified by including a reference to the community within the user profile. The notification machine may identify a further user who is included in the community (e.g., employed by the employer, or part of the club). The further user may be socially unconnected to the user by the social network. The notification machine may then generate and provide a notification that the further user is employed by the employer. This notification may contain suggestions that the user initiate communication with the further user, become socially connected with the further user, or both.

Abstract: A device, system, and method may include an electronic data storage configured to store social network data related to use of the social network by users.

Abstract: Systems and methods for providing behavior feedback to members of a social network service are described. In some example embodiments, the systems and methods access information associated with positive feedback events for a member of a social network service, identify activities associated with the positive feedback events that were performed by the member of the social network service, and perform an action based on the identified one or more activities performed by the member of the social network service. For example, the systems and methods may display and/or update a dashboard that tracks and provides information associated with a member's status and interactions inside and outside of the social network service, may provide recommendations to other members that identify activities determined to generate positive feedback events for the members, and so on.

Abstract: The disclosed embodiments relate to a system for presenting navigation options to a user of a mobile application. During operation, the system receives usage data comprising a record of actions performed while the user was interacting with the mobile application. Next, the system analyzes the usage data to identify areas of interest within the mobile application that the user is likely to access. The system then constructs a set of personalized navigation options for the user based on the identified areas of interest, and possibly other areas of the application based on promotional considerations. Finally, the system outputs the set of personalized navigation options to be presented to the user through a navigation pane in the mobile application, wherein the navigation pane includes shortcuts to the set of personalized navigation options.

Abstract: A system, device, and method may include a network interface device configured to be communicatively coupled to a user interface. An electronic data storage may be configured to store social network data related to users having accessed a social network content item A processor, coupled to the network interface device and the electronic data storage, may be configured to identify a relationship among at least some of the users, determine a relevance of the relationship to a member of the social network associated with the social network content item based, at least in part, on a social network profile of the member and social network profiles of the users, and cause the network interface device to display, on the user interface, information related to the relationship on the user interface based, at least in part, on the relevance.

Abstract: Method and system are provided to determine a member profile associated with a reference to a person in a publication and may be used beneficially to identify members of a social network in news articles. The system may be configured to detect a publication that was shared by a member of an on-line social networking system, determine that the publication includes a name entity, and identify a member profile in the on-line social networking system that represents a member referenced by the name entity. The process of identifying a member profile in the on-line social networking system that represents a member referenced by the name entity may include building a list of candidate profiles from the member profiles of the on-line social networking system and selecting a matching profile from the candidate profiles, utilizing one or more disambiguation techniques.