Abstract: In one embodiment, a method includes accessing a base user experience (UX) including a user interface (UI) corresponding to one or more features of a computing system; determining one or more user categories based at least in part on previous interactions with the UI by a number of users; classifying, using a machine-learning algorithm, a particular user into one or more of the user categories based at least in part on current interactions of the particular user with the UI; and determining, relative to the base UX, one or more modifications to the UI based at least in part on the classification of the particular user into one or more of the user categories. The modifications to the UI modify one or more features of the UX. The method also includes applying the modifications to the UI; and providing the UI as modified for display to the particular user.

Abstract: In particular embodiments, two or more users are provided with personalized experiences while using a shared mobile computing device. A login interface is presented for a plurality of users of the shared mobile computing device. When an indication of a login action by a first user of the plurality of users is detected, access to restricted information associated with any other user of the plurality of users is disabled. Cached information associated with the first user is retrieved from a local data store. A personalized user interface is then presented, based on the cached information. Updates to information and/or content may be cached and/or stored remotely. When an indication of a logout action by a first user of the plurality of users is detected, particular information and/or content is flushed from the local data store.

Abstract: In one embodiment, a user of a social networking system requests to check in a place near the user's current location. The social networking system generates a list of places near the user's current location, ranks the places in the list of places near the user's current location by a distance between each place and the user's current location, as well as activity of the user and the user's social contacts for each place, and returns the ranked list to the user.

Abstract: In one embodiment, a user of a social networking system requests to check in a place near the user's current location. The social networking system generates a list of places near the user's current location, ranks the places in the list of places near the user's current location by a distance between each place and the user's current location, as well as activity of the user and the user's social contacts for each place, and returns the ranked list to the user.

Abstract: In one embodiment, a user of a social networking system requests to check in a place near the user's current location. The social networking system generates a list of places near the user's current location, ranks the places in the list of places near the user's current location by a distance between each place and the user's current location, as well as activity of the user and the user's social contacts for each place, and returns the ranked list to the user.

Abstract: Systems, methods, and non-transitory computer-readable media can receive a request to create a call to action for a page within a social networking system. Information associated with the page can be acquired from the social networking system. One or more options for creating the call to action for the page can be provided based on the information associated with the page.

Abstract: In one embodiment, a user of a social networking system requests to check in a place near the user's current location. The social networking system generates a list of places near the user's current location, ranks the places in the list of places near the user's current location by a distance between each place and the user's current location, as well as activity of the user and the user's social contacts for each place, and returns the ranked list to the user.

Abstract: In one embodiment, a method includes accessing a base user experience (UX) including a user interface (UI) corresponding to one or more features of a computing system; determining one or more user categories based at least in part on previous interactions with the UI by a number of users; classifying, using a machine-learning algorithm, a particular user into one or more of the user categories based at least in part on current interactions of the particular user with the UI; and determining, relative to the base UX, one or more modifications to the UI based at least in part on the classification of the particular user into one or more of the user categories. The modifications to the UI modify one or more features of the UX. The method also includes applying the modifications to the UI; and providing the UI as modified for display to the particular user.

Abstract: In particular embodiments, two or more users are provided with personalized experiences while using a shared mobile computing device. A login interface is presented for a plurality of users of the shared mobile computing device. When an indication of a login action by a first user of the plurality of users is detected, access to restricted information associated with any other user of the plurality of users is disabled. Cached information associated with the first user is retrieved from a local data store. A personalized user interface is then presented, based on the cached information. Updates to information and/or content may be cached and/or stored remotely. When an indication of a logout action by a first user of the plurality of users is detected, particular information and/or content is flushed from the local data store.

Abstract: Techniques for automated determination of form responses are described. In one embodiment, a commerce intermediary server may be operative to receive a messaging package from a messaging endpoint at a messaging service; perform a natural language processing of the messaging package to determine a response message predicted to correspond to the messaging package; determine an administrator account assigned to respond to the messaging package; and transmit a form response package to an administrator messaging endpoint for the administrator account, the form response package comprising the response message. Other embodiments are described and claimed.

Abstract: In one embodiment, a method includes determining, relative to a base user experience (UX), one or more modifications to one or more graphical elements of a user interface (UI) for display to a particular user. The modifications are configured to personalize the UI individually to the particular user and based on a computational determination of one or more categories applicable to the particular user. The method also includes applying the modifications to the UI; and providing the UI as modified for display to the particular user.

Abstract: In particular embodiments, two or more users are provided with personalized experiences while using a shared mobile computing device. A login interface is presented for a plurality of users of the shared mobile computing device. When an indication of a login action by a first user of the plurality of users is detected, access to restricted information associated with any other user of the plurality of users is disabled. Cached information associated with the first user is retrieved from a local data store. A personalized user interface is then presented, based on the cached information. Updates to information and/or content may be cached and/or stored remotely. When an indication of a logout action by a first user of the plurality of users is detected, particular information and/or content is flushed from the local data store.

Abstract: Systems, methods, and non-transitory computer-readable media can acquire information associated with a user who is accessing a page within a social networking system. The page can be associated with a page entity. At least one call to action can be selected, out of a set of calls to action, based at least in part on the information associated with the user. The at least one call to action can be associated with the page entity. The at least one call to action can be presented to the user via the page within the social networking system. A user interaction performed with respect to the at least one call to action can be detected. An operation associated with the at least one call to action can be executed. The operation can correspond to one of a plurality of operations executable for the at least one call to action.

Abstract: Systems, methods, and non-transitory computer-readable media can acquire information associated with a user who is accessing a page within a social networking system. The page can be associated with a page entity. At least one call to action can be selected, out of a set of calls to action, based at least in part on the information associated with the user. The at least one call to action can be associated with the page entity. The at least one call to action can be presented to the user via the page within the social networking system. A user interaction performed with respect to the at least one call to action can be detected. An operation associated with the at least one call to action can be executed. The operation can correspond to one of a plurality of operations executable for the at least one call to action.