Classification of members in a social networking service
US10204307B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 17, 2015 |
| Grant date | Feb 12, 2019 |
| Priority date | — |
| Expiry date | Aug 5, 2037 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N7/01
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method and apparatus for scoring member data in a social networking service is provided. A method comprises training a model based on training data and a plurality of features that includes (1) one or more first features associated with activities of members of a social network service and (2) one or more second features associated with attributes of the members of the social network service; identifying one or more activities associated with a particular member account that is maintained by the social network service; identifying one or more attributes, associated with the particular member account, that are different than the one or more activities; using the model to generate a score based on the one or more activities and the one or more attributes; determining, based on the score, whether to apply a restriction to the member account to prevent a member of the member account from performing one or more actions associated with the social network service.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.