- 专利标题: Farm cultivation quality
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申请号: US16565457申请日: 2019-09-09
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公开(公告)号: US11497156B2公开(公告)日: 2022-11-15
- 发明人: Juliet Mutahi , David W. Kaguma , Samuel Maina Karumba , Nelson Kibichii Bore , Percival Silva de Lucena , Andrew Kinai , Komminist Weldemariam , Peninah M. Waweru
- 申请人: International Business Machines Corporation
- 申请人地址: US NY Armonk
- 专利权人: International Business Machines Corporation
- 当前专利权人: International Business Machines Corporation
- 当前专利权人地址: US NY Armonk
- 代理机构: Otterstedt & Kammer PLLC
- 代理商 Shimon Benjamin
- 主分类号: A01B79/00
- IPC分类号: A01B79/00 ; B60W40/09 ; G07C5/08 ; G06F16/951 ; G06N20/00 ; G06F40/44 ; G06F40/205 ; B60W50/00
摘要:
A memory embodies instructions, and a processor is coupled to the memory and is operative by the instructions to facilitate: accessing a source of information regarding farm cultivation techniques; constructing a cultivation knowledge graph by parsing the source of information regarding farm cultivation techniques, using natural language processing; identifying cultivation quality assessment factors by applying machine learning to the cultivation knowledge graph; estimating quality of a farm cultivation task by comparing a stream of real-time data to the cultivation quality assessment factors, wherein the stream of real-time data is related to performance of the farm cultivation task; identifying from the stream of real-time data, using the cultivation knowledge graph, a controllable variable that affects the quality of the farm cultivation task; and improving the quality of the farm cultivation task by facilitating a change in the controllable variable. The controllable variable may be the identity of a tractor operator.
公开/授权文献
- US20210068334A1 FARM CULTIVATION QUALITY 公开/授权日:2021-03-11
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