公开(公告)号：US20200311157A1

公开(公告)日：2020-10-01

申请号：US16367760

申请日：2019-03-28

Applicant: Ye Yuan ,  Girish Kathalagiri Somashekariah ,  Huichao Xue ,  Varun Mithal ,  Ada Cheuk Ying Yu ,  Junrui Xu

Inventor： Ye Yuan ,  Girish Kathalagiri Somashekariah ,  Huichao Xue ,  Varun Mithal ,  Ada Cheuk Ying Yu ,  Junrui Xu

IPC: G06F16/9535 ,  G06N5/04 ,  G06F16/9538 ,  G06F17/18 ,  G06F16/901 ,  G06F16/903

Abstract: In some embodiments, a computer system determines that online postings belong to a cohort based on the postings having an attribute of the cohort, identifies skills from the postings, determines that a user belongs to the cohort based on a determination that a profile of the user includes the attribute(s) of the cohort, determines that one or more of the skills is stored in association with the profile, determines a user confidence score that indicates a relevance level of the skill to the user for each one of the one or more of the skills, determines a cohort confidence score for each one of the one or more of the skills based on how many of the postings include the skill, and displays a recommendation associated based on a combination of the user confidence score and the cohort confidence score for at least a portion of the skills.