SUBSET MULTI-OBJECTIVE OPTIMIZATION IN A SOCIAL NETWORK

摘要

This disclosure relates to systems and methods that include a member activity database including data indicative of interactions with content items on a social network by a population of users of the social network. A processor is configured to obtain an optimization criterion based on at least two constraints related to a performance of the social network, obtain, for a subset of the population of users, at least some of the data indicative of interactions with content items from the member activity database, determine, based on the at least some of the data as obtained, an operating condition for the social network that is estimated to meet the optimization criterion, and provide, to at least some of the user devices via the network interface, the social network based, at least in part, on the operating condition.

主权项

1. A method, comprising:
obtaining, with a processor, an optimization criterion based on at least two constraints related to a performance of the social network; obtaining from a member activity database, with the processor, for a subset of a population of users of a social network and having data indicative of interactions with content items of the social network by the population of users, at least some of the data indicative of interactions with content items from the member activity database; determining, with the processor, based on the at least some of the data as obtained, an operating condition for the social network that is estimated to meet the optimization criterion; and providing via a network interface, with the processor, to at least some of the user devices via the network interface, the social network based, at least in part, on the operating condition.