Abstract:
One or more embodiments of the disclosure include methods and systems that allows for improved product presentation on a social networking page on a per user basis. For example, a social networking system can assist a merchant using a social networking system to provide a customized product viewing experience to each user of the social networking system that visits the merchant's social networking page. In some embodiments, the social networking system can provide the customized product viewing experience to each user based but determining and apply a product affinity score for each user.
Abstract:
A system identifies unconnected content items of high quality and provides the unconnected content items for display to a user. The method comprises receiving several content items posted on pages of a social networking system. The system then determines a subset of those content items (e.g., high quality content items). A topic is then extracted from each of the subset of content items. The topic is mapped to one or more related pages of the social networking system that represent an expanded set of pages associated with the content item. For each of the related pages, a user is identified who is connected to the related page. Finally, the content item (e.g., a high quality content item) is provided to the user for display in the user's newsfeed.
Abstract:
An application associated with an online system that presents content to a user via a client device determines content associated with an additional advertisement for presentation via the client device based on whether the additional advertisement is installed on the client device. If the application has been installed on the client device, content associated with the additional advertisement includes a link that, when selected, executes the application and configures the application to operate in s specific state. However, if the application has not been installed, content associated with the additional application includes a link that, when selected, retrieves information for installing the application. If the link to install the additional application is selected, the client device may be monitored to determine when the additional application has been installed. A notification identifying the additional application may subsequently be presented after installation of the additional application on the client device.
Abstract:
A system identifies unconnected content items of high quality and provides the unconnected content items for display to a user. The method comprises receiving several content items posted on pages of a social networking system. The system then determines a subset of those content items (e.g., high quality content items). A topic is then extracted from each of the subset of content items. The topic is mapped to one or more related pages of the social networking system that represent an expanded set of pages associated with the content item. For each of the related pages, a user is identified who is connected to the related page. Finally, the content item (e.g., a high quality content item) is provided to the user for display in the user's newsfeed.
Abstract:
In one embodiment, a method includes accessing user-concept scores for a first set of users, wherein each user-concept score is associated with a user-concept pair; calculating recommended user-concept scores for a subset of user-concept pairs in a second set of users. The first set of users may be discrete from the second set of users. A recommendation-algorithm may compute the recommended user-concept scores for a user-concept pair by optimizing an objective function comprising a plurality of predicted rating functions. Each predicted rating function may be determined using a user score, a concept score, a user-bias value associated with the user, as well as a concept-bias value associated with the concept. Finally, the method may include sending recommendations for one or more concepts based on the recommended user-concept scores for the second set of users.
Abstract:
In one embodiment, a method includes accessing a social graph comprising a plurality of nodes and edges, accessing user-concept scores for a first set of users nodes of the plurality for nodes, respectively, generating a recommendation-algorithm for estimating recommended user-concept scores for all user-concept pairs in the first set of user nodes and the plurality of concept nodes, and calculating recommended user-concept scores for a second set of user nodes of the plurality of nodes.
Abstract:
In one embodiment, a method includes accessing a social graph comprising a plurality of nodes and edges, accessing user-concept scores for a first set of users nodes of the plurality for nodes, respectively, generating a recommendation-algorithm for estimating recommended user-concept scores for all user-concept pairs in the first set of user nodes and the plurality of concept nodes, and calculating recommended user-concept scores for a second set of user nodes of the plurality of nodes.