The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 23, 2021
Filed:
Aug. 15, 2019
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Lekshmi Menon, Redmond, WA (US);
Amar Budhiraja, Bangalore, IN;
Gaurush Hiranandani, Redmond, WA (US);
Prateek Jain, Bangalore, IN;
Darshatkumar Anandji Shah, Bangalore, IN;
Ayush Choure, Bangalore, IN;
Navya Yarrabelly, Bangalore, IN;
Anurag Mishra, Redmond, WA (US);
Mohammad Luqman, Redmond, WA (US);
Shivangi Dhakad, Redmond, WA (US);
Juhi Dua, Redmond, WA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
Systems and methods for entity recommendation can make use of rich data by allowing the items to be recommended and the recipients of the recommendation (e.g., users) to be modeled as 'complex entities' composed of one or more static sub-entities and/or a dynamic component, and by utilizing information about multiple relationships between the sub-entities as reflected in bipartite graphs. Generating recommendations from such information may involve creating vector representations of the sub-entities based on the bipartite graphs (e.g., using graph-based convolutional networks), and combining these vector representations into representations of the items and users (or other recipients) to be fed into a classifier model.