Abstract: A system provides content describing an object, for example, a physical object or a customizable service. The system presents an interactive user interface displaying a customized version of a physical object. The interactive user interface allows the user to further customize the physical object. The user interface displays a plurality of options for customizing various components of the physical object. The system customizes the physical object presented via the interactive user interface based on the user profile and user interactions of the user with other users via an online system. The system allows the user to further customize the physical object via the interactive user interface. The interactive user interface presents various options for customization of the physical object based on predicted user preferences.

Abstract: Exemplary methods, apparatuses, and systems receive, from a first user of a network service, an identifier associated with an account within the network service for a second user and data that is descriptive of the second user. Based upon the descriptive data, a plurality of candidate songs is selected and presented to the first user. A selection of a plurality of the candidate songs is received from the first user. A media object including the selected songs as a musical compilation is generated and published to the network service. In response to receiving an interaction with the media object, the network service plays the musical compilation.

Abstract: An online system displays relevant products along with a video watched by a user in a synchronized manner, which allows the user to explore relevant content (e.g., products recommended to the user) while the user is watching the video. The online system receives a video including a sequence of video frames to be displayed to the user, and the video may be associated with a specific theme, e.g., a soccer game, and one or more video frames may include points of interest (referred as “Q points”). The online system detects or receives Q points associated with corresponding video frames, where a Q point in a video frame identifies an object of interest in the video frame. The online system also correlates user profile information of the user with the detected points to select relevant products tailored to the user.

Abstract: Exemplary methods, apparatuses, and systems for event planning and management are detailed. In some embodiments, a method includes receiving a plurality of selectable actions and associated media element content for an event, generating a media event comprising one or more of the received media elements, and transmitting the media event to an event recipient on a date of the event.

Abstract: A system provides content describing an object, for example, a physical object or a customizable service. The system presents an interactive user interface displaying a customized version of a physical object. The interactive user interface allows the user to further customize the physical object. The user interface displays a plurality of options for customizing various components of the physical object. The system customizes the physical object presented via the interactive user interface based on the user profile and user interactions of the user with other users via an online system. The system allows the user to further customize the physical object via the interactive user interface. The interactive user interface presents various options for customization of the physical object based on predicted user preferences.

Abstract: An online system displays relevant products along with a video watched by a user in a synchronized manner, which allows the user to explore relevant content (e.g., products recommended to the user) while the user is watching the video. The online system receives a video including a sequence of video frames to be displayed to the user, and the video may be associated with a specific theme, e.g., a soccer game, and one or more video frames may include points of interest (referred as “Q points”). The online system detects or receives Q points associated with corresponding video frames, where a Q point in a video frame identifies an object of interest in the video frame. The online system also correlates user profile information of the user with the detected points to select relevant products tailored to the user.

Abstract: A social networking system provides verification of gift orders placed for restricted gifts. The restricted gift is subject to limitations on the giving and receiving of the gift, such as minimum age thresholds. A user purchasing the gift is directed from a social network to a landing page of a gifting system. At the landing page, the user provides login credentials to verify the user's identity within the purchase flow and prior to gift purchase. The social networking system verifies whether the login credentials match the user and determines whether the user may be permitted to purchase the restricted gift by comparing limitations of the restricted gift with profile information of the verified user. An order for the gift is provided to a gift delivery location where the recipient can receive the gift.

Abstract: Exemplary methods, apparatuses, and systems for collaborative exchange are detailed. For example, in an embodiment a computer-implemented method comprises receiving parameters for a collaborative exchange, curating a collection of items for the collaborative exchange based upon the received parameters, transmitting the collection of items to participants of the collaborative exchange, receiving selections of items from the participants of the collaborative exchange, and upon all participants having a turn at selecting an item, initiating shipment of the selected items.

Abstract: Exemplary methods, apparatuses, and systems receive, from a first user of a network service, an identifier associated with an account within the network service for a second user and data that is descriptive of the second user. Based upon the descriptive data, a plurality of candidate songs is selected and presented to the first user. A selection of a plurality of the candidate songs is received from the first user. A media object including the selected songs as a musical compilation is generated and published to the network service. In response to receiving an interaction with the media object, the network service plays the musical compilation.

Abstract: Exemplary methods, apparatuses, and systems for event planning and management are detailed. In some embodiments, a method includes receiving a plurality of selectable actions and associated media element content for an event, generating a media event comprising one or more of the received media elements, and transmitting the media event to an event recipient on a date of the event.

Abstract: An online system receives information from an entity identifying a set of users of the online system and groups users included in the set into clusters based on their similarities using a clustering model or algorithm (e.g., k-means clustering) and based on one or more parameters specified by the entity. The online system generates expanded clusters that include additional users in one or more clusters based on similarities between the additional users and users in various clusters. If an additional user is included in multiple expanded clusters, the online assigns the additional user exclusively to an expanded cluster that best fits the user.

Abstract: A social networking system provides verification of gift orders placed for restricted gifts. The restricted gift is subject to limitations on the giving and receiving of the gift, such as minimum age thresholds. A user purchasing the gift is directed from a social network to a landing page of a gifting system. At the landing page, the user provides login credentials to verify the user's identity within the purchase flow and prior to gift purchase. The social networking system verifies whether the login credentials match the user and determines whether the user may be permitted to purchase the restricted gift by comparing limitations of the restricted gift with profile information of the verified user. An order for the gift is provided to a gift delivery location where the recipient can receive the gift.