Advances in artificial intelligence (AI) for more effective decision making in agriculture

Document Type

Book Chapter

Publication Title

Improving data management and decision support systems in agriculture

Publisher

Burleigh Dodds Science Publishing

School

School of Science

RAS ID

35440

Comments

Armstrong, L., Gandhi, N., Taechatanasat, P., & Diepeveen, D. (2020). Advances in artificial intelligence (AI) for more effective decision making in agriculture. In L. Armstrong (Ed.), Improving data management and decision support systems in agriculture. Burleigh Dodds Science Publishing. https://shop.bdspublishing.com/store/bds/detail/product/3-190-9781786767288

Abstract

This chapter reviews developments in the use of artificial intelligence (AI) techniques to improve the functionality of decision support systems (DSS) in agriculture. It reviews the use of techniques such as data mining, artificial neural networks (ANN), Bayesian networks (BN), support vector machines (SVM) and association rule mining. It includes a number of case studies of practical application of these techniques to support decision making by farmers.

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