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Design and Development of Fuzzy Expert System for Integrated Disease Management in Finger Millets

by Philomine Roseline, Clarence J.m Tauro, N. Ganesan
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 56 - Number 1
Year of Publication: 2012
Authors: Philomine Roseline, Clarence J.m Tauro, N. Ganesan
10.5120/8857-2815

Philomine Roseline, Clarence J.m Tauro, N. Ganesan . Design and Development of Fuzzy Expert System for Integrated Disease Management in Finger Millets. International Journal of Computer Applications. 56, 1 ( October 2012), 31-36. DOI=10.5120/8857-2815

@article{ 10.5120/8857-2815,
author = { Philomine Roseline, Clarence J.m Tauro, N. Ganesan },
title = { Design and Development of Fuzzy Expert System for Integrated Disease Management in Finger Millets },
journal = { International Journal of Computer Applications },
issue_date = { October 2012 },
volume = { 56 },
number = { 1 },
month = { October },
year = { 2012 },
issn = { 0975-8887 },
pages = { 31-36 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume56/number1/8857-2815/ },
doi = { 10.5120/8857-2815 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:57:46.718949+05:30
%A Philomine Roseline
%A Clarence J.m Tauro
%A N. Ganesan
%T Design and Development of Fuzzy Expert System for Integrated Disease Management in Finger Millets
%J International Journal of Computer Applications
%@ 0975-8887
%V 56
%N 1
%P 31-36
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Expert system - a branch of Artificial Intelligence is a collection of programs which has the ability to reason, justify and answer the queries in a particular domain as a human expert would do. It can be applied to various fields. Expert system in agriculture is gathering momentum and this paper aims at tackling the control and remedial measures for disease management for the staple food crop of Karnataka – Finger Millets popularly known as Ragi. The introduction section consists of contributions of expert systems in agriculture. The second section explains the process in Integrated Disease Management (IDM). The third section is about knowledge engineering process which consists of knowledge acquisition and knowledge representation. The fourth section is about the application of fuzzy logic in IDM. The fifth section briefs about defuzzification of IDM.

References
  1. Shouyi Liu; Dongling Wei; Jiajun Liu; , "Agricultural information engineering research," Computer Science and Service System (CSSS), 2011 International Conference on , vol. , no. , pp. 2011-2015, 27-29 June 2011
  2. Shrivastava, P. ; Satpathy, S. K. ; Nagwanshi, K. K. ; , "Development of an Expert System as Spiritual Guru," Machine Learning and Computing (ICMLC), 2010 Second International Conference on , vol. , no. , pp. 166-168, 9-11 Feb. 2010
  3. Zhiqing Zhu; Rongmei Zhang; Jieli Sun; , "Research on GIS-Based Agriculture Expert System," Software Engineering, 2009. WCSE '09. WRI World Congress on , vol. 3, no. , pp. 252-255, 19-21 May 2009
  4. Zelu Jia; , "An Expert System Based on Spatial Data Mining Used Decision Tree for Agriculture Land Grading," Intelligent Computation Technology and Automation, 2009. ICICTA '09. Second International Conference on , vol. 4, no. , pp. 142-145, 10-11 Oct. 2009
  5. Tang Huili; Ye Jiyao; Zhou Lianqing; Shi Zhou; , "Agriculture Disease Diagnosis Expert System Based on Knowledge and Fuzzy Reasoning: A Case Study of Flower," Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on , vol. 3, no. , pp. 39-43, 14-16 Aug. 2009
  6. Mutalib, S. ; Azlan, N. M. ; Yusoff, M. ; Rahman, S. A. ; Mohamed, A. ; , "Plant Selection System," Computational Sciences and Its Applications, 2008. ICCSA '08. International Conference on , vol. , no. , pp. 33-38, June 30 2008-July 3 2008
  7. Mogharreban, N. ; Dilalla, L. F. ; , "Comparison of Defuzzification Techniques for Analysis of Non-interval Data," Fuzzy Information Processing Society, 2006. NAFIPS 2006. Annual meeting of the North American , vol. , no. , pp. 257-260, 3-6 June 2006
  8. Ding Wei-long; Xiong Fan-lun; Cheng Zhi-jun; , "Study and implementation of the expert system for greenhouse tomato planting," Information Technology and Applications, 2005. ICITA 2005. Third International Conference on , vol. 1, no. , pp. 325- 329 vol. 1, 4-7 July 2005
  9. Weizhe Feng; Yanqing Duan; Zetian Fu; , "A Case Study of the Role of Agricultural Knowledge Broker," Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on , vol. , no. , pp. 5659-5662, 21-25 Sept. 2007
  10. Yiqun Gu; Peiris, D. R. ; Crawford, J. W. ; NcNicol, J. W. ; Marshall, B. ; Jefferies, R. A. ; , "An application of belief networks to future crop production," Artificial Intelligence for Applications, 1994. , Proceedings of the Tenth Conference on , vol. , no. , pp. 305-309, 1-4 Mar 1994
  11. Saint-Joan, D. ; Desachy, J. ; , "A fuzzy expert system for geographical problems: an agricultural application," Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium. , Proceedings of 1995 IEEE International Conference on , vol. 2, no. , pp. 469-476 vol. 2, 20-24 Mar 1995
  12. Technology For Increasing Finger Millet And Other Small Millets Production In India Project Coordination Cell,Indian Council of Agricultural Research ,University of Agricultural Sciences, GKVK Campus,Bangalore – 560 065
  13. Compendium of small millets diseases - Project Coordination Cell,Indian Council of Agricultural Research ,University of Agricultural Sciences, GKVK Campus,Bangalore – 560 065.
Index Terms

Computer Science
Information Sciences

Keywords

Expert System Knowledge Base Fuzzy Logic Integrated Disease Management Pathomerty