公开(公告)号：US20250005346A1

公开(公告)日：2025-01-02

申请号：US18216237

申请日：2023-06-29

Applicant: Microsoft Technology Licensing, LLC

Inventor： Chun Lo ,  Lu Chen ,  Ajith Muralidharan ,  Lingjie Weng ,  Mohan Premchand Bhambhani ,  Zichu Li

IPC: G06N3/08 ,  H04L67/1396 ,  H04L67/50

Abstract: In an example embodiment, a user's session sequence data is utilized to provide a universal member representation that achieves one or more of the following goals: 1. Provides a user-level representation that enables the prediction of future actions based on historical interactions within different domains 2. Provides a user representation that allows better clarification of user intent (e.g., network builder, job seeker, profile scraper, etc.) 3. Members with similar/behaviors/intent are easily identified 4. Less sensitivity to activity levels of members.