COGNITIVE BASED DECISION SUPPORT SYSTEM FOR AGRICULTURE

Patent №

US 11,257,172

Granted

2022-02-22

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15497560

A method, computer program product, and system includes a processor(s) obtaining real time data related to an agricultural site by continuously monitoring remote data collection entities at the agricultural site, which include satellites, ground monitoring stations, and sensors. The processor(s) determine which data of the real time data can be utilized in subsequent decisions and accumulate a portion of the real time data in a data store, based on a timestamp of the portion indicating that the portion of the real time data is no longer current and is historical data. Based on obtaining a request for a recommendation, the processor(s) generate based on a cognitive analysis of the historical data, the real time data that can be utilized, and the agricultural data from the controlled environment, at least one agricultural model. The processor(s) determine the recommendation from the model and transmit the recommendation to the client.

Machine learningPlanningAI hardwareG06Q 50/02A01B 79/005G06N 5/045G16Y 10/05

AI classification

Planning1.00
AI hardware1.00
Machine learning0.99
Knowledge representation0.22
Vision0.10
Natural language0.04
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 421500172

Assignors

BENDER, MICHAEL, BHAT, GAUTAM K., CHILDRESS, RHONDA L., MUTHURAJAN, NALINI

On an employer assignment, the assignors are typically the inventors.

From the same owner

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