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:
Jun. 30, 2026
Filed:
Oct. 03, 2022
Deere & Company, Moline, IL (US);
Zhiqiang Yuan, San Jose, CA (US);
Hong Wu, Los Altos, CA (US);
Yujing Qian, Mountain View, CA (US);
Francis Ebong, San Francisco, CA (US);
Elliott Grant, Woodside, CA (US);
Ngozi Kanu, Pleasanton, CA (US);
Bodi Yuan, Sunnyvale, CA (US);
Chunfeng Wen, Santa Clara, CA (US);
Chen Cao, San Jose, CA (US);
Yueqi Li, San Jose, CA (US);
Deere & Company, Moline, IL (US);
Abstract
Implementations are described herein for leveraging an agricultural knowledge graph to generate messages automatically. In various implementations, an agricultural event may trigger proactive performance of one or more of the following operations. Nodes of the agricultural knowledge graph may be identified as related to the agricultural event, including field node(s) representing subject agricultural field(s) to which the agricultural event is relevant and other node(s) connected to one or more of the field nodes by edge(s). Machine learning model(s) may be accessed based on the identified nodes and/or the edges that connect the identified nodes. Data relevant to the subject agricultural field(s) may be retrieved from data source(s) controlled by an agricultural entity and processed based on the machine learning model(s) to generate inference(s) about the subject agricultural field(s). Agricultural message(s) based on the inference(s) may be pushed to client computing device(s) controlled by the agricultural entity.