Abstract:
A social networking system obtains information describing one or more interactions performed by users of the social networking system with various applications. The information identifies users, applications, and interactions by users with applications. Based on the obtained information, the social networking system determines likelihoods of a selected user performing another type of interaction with each application in a set of applications. The set of applications are ranked based on the determined likelihoods, and one or more of the applications from the set are selected based on the ranking. Information describing the selected one or more applications is then provided to the selected user.
Abstract:
Disclosed herein are techniques for enhancing online or digital platforms by enabling them to intelligently suggest physical meeting locations to one or more users of the platforms. In one embodiment, a method includes detecting an intent of a first user to meet at a physical location based upon messages exchanged between the first user and a second user via a messaging platform, selecting a list of physical locations from a pre-configured list of physical locations based upon information associated with the first user, and causing the list of physical locations to be displayed to the first user. In response to receiving information indicating selection of a first physical location from the list of physical locations from the first user, information identifying the first physical location can be displayed to the second user for the second user to accept or reject the first physical location.
Abstract:
In one embodiment, a method includes, receiving a request, from a client system of a first user, to access a marketplace including products offered for sale by a second user. The method includes, by the computing device, filtering a set of product listings based on multiple respective product-listing embeddings and a content-interaction embedding associated with the first user. Each product listing includes a description of one of the products in the marketplace. The method includes ranking each product listing in the filtered set based at least on a product-score representing a likelihood of the first user interacting with the respective product. The product-score is based on interaction information associated with the first user, product information associated with the product, and sparse information associated with the first user. The method includes sending, to the client system of the first user, a subset of the ranked product listings.
Abstract:
A social networking system obtains information describing one or more interactions performed by users of the social networking system with various applications. The information identifies users, applications, and interactions by users with applications. Based on the obtained information, the social networking system determines likelihoods of a selected user performing another type of interaction with each application in a set of applications. The set of applications are ranked based on the determined likelihoods, and one or more of the applications from the set are selected based on the ranking Information describing the selected one or more applications is then provided to the selected user.
Abstract:
In one embodiment, a method includes, receiving a request, from a client system of a first user, to access a marketplace including products offered for sale by a second user. The method includes, by the computing device, filtering a set of product listings based on multiple respective product-listing embeddings and a content-interaction embedding associated with the first user. Each product listing includes a description of one of the products in the marketplace. The method includes ranking each product listing in the filtered set based at least on a product-score representing a likelihood of the first user interacting with the respective product. The product-score is based on interaction information associated with the first user, product information associated with the product, and sparse information associated with the first user. The method includes sending, to the client system of the first user, a subset of the ranked product listings.
Abstract:
Disclosed herein are techniques for enhancing online or digital platforms by enabling them to intelligently suggest physical meeting locations to one or more users of the platforms. In one embodiment, a method includes detecting an intent of a first user to meet at a physical location based upon messages exchanged between the first user and a second user via a messaging platform, selecting a list of physical locations from a pre-configured list of physical locations based upon information associated with the first user, and causing the list of physical locations to be displayed to the first user. In response to receiving information indicating selection of a first physical location from the list of physical locations from the first user, information identifying the first physical location can be displayed to the second user for the second user to accept or reject the first physical location.