OPTIMIZING USER SELECTION FOR PERFORMING TASKS IN SOCIAL NETWORKS

摘要

Embodiments relate to optimizing user response rate in social media. One embodiment includes generating a model for modeling a likelihood of social media user response from data collected from social media based on social media user filtering criteria and historical information. Modeling the likelihood includes estimating ability of social media users to perform a particular task based on social media user information including tracking of the social media users, evaluating previous task responses and personality features. Social media users are selected based on estimated ability to perform the particular task for maximizing a response rate.

主权项

1: A method comprising:
generating a model for modeling a likelihood of social media user response from data collected from social media based on social media user filtering criteria and historical information, wherein modeling the likelihood comprises:
tracking the social media users based on the filtering criteria;tracking previous responses to requested tasks and evaluating the previous responses to the requested tasks;estimating ability of social media users to perform a particular task based on social media user information comprising the tracking of the social media users, evaluated previous responses and personality features; and selecting social media users based on estimated ability to perform the particular task for maximizing a response rate.