Reference Hub2
Application of Fuzzy Expert System for Prediction of Farmer Muscle Strength: A Collective Database and Analysis in Agricultural Sectors of Odisha in India

Application of Fuzzy Expert System for Prediction of Farmer Muscle Strength: A Collective Database and Analysis in Agricultural Sectors of Odisha in India

Debesh Mishra, Suchismita Satapathy
Copyright: © 2020 |Pages: 44
ISBN13: 9781522591757|ISBN10: 1522591753|ISBN13 Softcover: 9781522591764|EISBN13: 9781522591771
DOI: 10.4018/978-1-5225-9175-7.ch011
Cite Chapter Cite Chapter

MLA

Mishra, Debesh, and Suchismita Satapathy. "Application of Fuzzy Expert System for Prediction of Farmer Muscle Strength: A Collective Database and Analysis in Agricultural Sectors of Odisha in India." Fuzzy Expert Systems and Applications in Agricultural Diagnosis, edited by A.V. Senthil Kumar and M. Kalpana, IGI Global, 2020, pp. 195-238. https://doi.org/10.4018/978-1-5225-9175-7.ch011

APA

Mishra, D. & Satapathy, S. (2020). Application of Fuzzy Expert System for Prediction of Farmer Muscle Strength: A Collective Database and Analysis in Agricultural Sectors of Odisha in India. In A. Kumar & M. Kalpana (Eds.), Fuzzy Expert Systems and Applications in Agricultural Diagnosis (pp. 195-238). IGI Global. https://doi.org/10.4018/978-1-5225-9175-7.ch011

Chicago

Mishra, Debesh, and Suchismita Satapathy. "Application of Fuzzy Expert System for Prediction of Farmer Muscle Strength: A Collective Database and Analysis in Agricultural Sectors of Odisha in India." In Fuzzy Expert Systems and Applications in Agricultural Diagnosis, edited by A.V. Senthil Kumar and M. Kalpana, 195-238. Hershey, PA: IGI Global, 2020. https://doi.org/10.4018/978-1-5225-9175-7.ch011

Export Reference

Mendeley
Favorite

Abstract

In this chapter, 168 anthropometric dimensions and the back-leg-chest (BLC) strength as the muscle strength of 113 male farmers and 31 female farmers of Odisha are statistically analyzed. Factor analysis is done to identify the most significant anthropometric dimensions. Then correlation coefficient and regression analysis are done considering the anthropometric dimensions and BLC strength. Further, an attempt is made by using ANFIS tool to predict the BLC strength of both male and female farmers. It is found that ANFIS could better predict the muscle strength of farmers.

Request Access

You do not own this content. Please login to recommend this title to your institution's librarian or purchase it from the IGI Global bookstore.