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Agricultural risk models from information in text

Grant number: 16/15524-3
Support Opportunities:Research Grants - Innovative Research in Small Business - PIPE
Duration: February 01, 2018 - December 31, 2018
Field of knowledge:Physical Sciences and Mathematics - Computer Science
Principal Investigator:Brett Mylo Drury
Grantee:Brett Mylo Drury
Host Company:SciCrop Informação e Tecnologia S/A
City: São Paulo
Associated scholarship(s):17/23964-6 - Agricultural risk models from information in text, BP.PIPE

Abstract

This project will develop models that will evaluate risk to agricultural products from textual sources. This information can be added to a 'local view' generated from sensors and other information sources located at the farm, to allow farm managers to make optimal decisions.This project will create graph based models from text. The models will not be for a single crop or agricultural product as it will allow a user to configure the model to represent the agricultural product that the user wishes to model. New information in the form of text (such as weather reports, news stories, government studies, etc) ordered in time is then presented to the model which then makes a predication of sentiment distribution of the effect of this information upon the crop or agricultural product. This information is then exported as time-series data which then can be added to a decision support system that can assist the farm manager in make optimal decisions. Ultimately, this information will be integrated with Scicrop mobile phone application that will allow access to this information from any location. (AU)

Articles published in Pesquisa FAPESP Magazine about the research grant:
Fertile ground for artificial intelligence 
Articles published in Pesquisa para Inovação FAPESP about research grant:
Computational tool processes data to produce predictive analysis for agribusiness 
Articles published in Agência FAPESP Newsletter about the research grant:
Articles published in other media outlets (0 total):
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VEICULO: TITULO (DATA)

Scientific publications
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
DRURY, BRETT; ROCHE, MATHIEU. A survey of the applications of text mining for agriculture. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 163, . (16/15524-3)
DRURY, BRETT; OLIVEIRA, HUGO GONCALO; LOPES, ALNEU DE ANDRADE. A survey of the extraction and applications of causal relations. NATURAL LANGUAGE ENGINEERING, v. 28, n. 3, p. 40-pg., . (16/15524-3)

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