公开(公告)号：US20180173803A1

公开(公告)日：2018-06-21

申请号：US15379656

申请日：2016-12-15

申请人： Linkedln Corporation

发明人： Aman Grover ,  Dhruv Arya ,  Ganesh Venkataraman ,  Kimberly McManus ,  Liang Zhang

IPC分类号： G06F17/30 ,  H04L29/08 ,  G06Q10/10 ,  G06N99/00 ,  G06N7/00

CPC分类号： G06F16/9535 ,  G06F16/24578 ,  G06F16/248 ,  G06N20/00 ,  G06Q10/1053 ,  G06Q50/01 ,  H04L67/306

摘要： Methods, systems, and computer programs are presented for expanding a job search that includes an industry by adding other similar industries. A method accesses, by a social networking server, a plurality of job applications, with each job application being submitted by a member for a job in a company, the member and the job having a respective industry from a plurality of industries. Semantic analysis of the job applications is performed by a machine-learning program to identify similarity coefficients among the plurality of industries. A job search query is received from a first member, the job search query including a query industry, and the job search query is expanded with industries that are similar to the query industry. The social networking server executes the expanded job search query to generate a plurality of job results. Presentation is provided on a display of one or more of the top job results.