公开(公告)号：US20230259884A1

公开(公告)日：2023-08-17

申请号：US17674695

申请日：2022-02-17

Applicant: Microsoft Technology Licensing, LLC

Inventor： Wen Pu ,  Yuchin Juan ,  Ping Liu ,  Kun Tian ,  Dawei Wang

IPC: G06Q10/10

CPC classification number: G06Q10/1053

Abstract: Described herein is a technique for deriving and using a member profile-to-job posting graph that includes a plurality of implicit facets that map member profiles to job postings. Each implicit facet is a combination of member profile attributes linked with job profile attributes, such that a member profile is linked to the implicit facet when the member profile has member profile attribute values that match those of the implicit facet, and a job posting is linked to the implicit facet when the job posting has job attribute values that match those of the implicit facet. Using the graph, information about the potential applicant pool for a new job posting can be derived and presented to the person who is creating the new job posting.

公开(公告)号：US20240428200A1

公开(公告)日：2024-12-26

申请号：US18828098

申请日：2024-09-09

Applicant: Microsoft Technology Licensing, LLC

Inventor： Wen Pu ,  Yuchin Juan ,  Ping Liu ,  Kun Tian ,  Dawei Wang

IPC: G06Q10/1053

Abstract: Described herein is a technique for generating data for a computer system. An apparatus comprises a high-speed communication bus, a memory unit communicatively coupled to the high-speed communication bus, an integrated circuit communicatively coupled to the high-speed communication bus, the integrated circuit to execute a machine learned model trained to receive input data and generate a set of implicit keywords from the input data to support a network service, and an implicit facet mapper to map the input data to an implicit facet of a knowledge graph, a database communicatively coupled to the high-speed communication bus, the database to store the set of implicit keywords and implicit facet in a data structure, and a network interface communicatively coupled to the high-speed communication bus to access a wireless network. Other embodiments are described and claimed.