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Decision support system for agricultural management using prediction algorithm

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PUB-CPR-L-2013-AnimasMI-FLT.pdf (745.7Kb)
Date
2013-09-26
Author
Animas, Mark Ian
Byun, Yung-Cheol ORCID
Gerardo, Bobby D. ORCID
Concepcion, Ma. Beth ORCID
Agrovoc term
algorithms AGROVOC
agriculture AGROVOC
weather forecasting AGROVOC
artificial intelligence AGROVOC
decision support systems AGROVOC
rain AGROVOC
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Abstract
Currently climate change is one of the major problems encountered due to the climatic controls interacting in various intensities and in different combinations. The proposed system includes mechanism that accepts/processes gathered data from Agricultural Research Center. The system uses Time Series Analysis; the collection of observations of well-defined data items obtained through repeated measurements over time which utilizes algorithm that is capable of formulating the trend. Upon prediction, the system displays table and graphs along with the recommended crops. The system had successfully determined the trend of rainfall and evaporation using prediction algorithm together with the recommended crops. It was able to display the result of prediction in graphical form and crop classification in tabular form.
Contributes to SDGs
SDG 13 - Climate action
URI
https://hdl.handle.net/20.500.14353/589
Recommended Citation
Animas, M. I., Byun, Y. C., Gerardo, B. D., & Concepcion, M. B. (2013, June). Decision support system for agricultural management using prediction algorithm. In 2013 IEEE/ACIS 12th International Conference on Computer and Information Science (ICIS) (pp. 191-194). IEEE. https://doi.org/10.1109/ICIS.2013.6607839
DOI
https://doi.org/10.1109/ICIS.2013.6607839
Type
Conference paper
ISBN
978-1-4799-0174-6
Keywords
Agricultural management Prediction Algorithm Rainfall-Evaporation Prediction Trend
Subject
Agricultural industries--Management OCLC - FAST (Faceted Application of Subject Terminology) Agriculture--Research OCLC - FAST (Faceted Application of Subject Terminology) Algorithms OCLC - FAST (Faceted Application of Subject Terminology) Weather forecasting OCLC - FAST (Faceted Application of Subject Terminology) Artificial intelligence OCLC - FAST (Faceted Application of Subject Terminology) Rain and rainfall OCLC - FAST (Faceted Application of Subject Terminology) Evaporation OCLC - FAST (Faceted Application of Subject Terminology) Decision support systems--Research OCLC - FAST (Faceted Application of Subject Terminology) Farm management OCLC - FAST (Faceted Application of Subject Terminology)
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  • Conference Papers [14]

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