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Published byHoward Waters Modified over 9 years ago
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Development of Expert System on Wheat Crop Management (EXOWHEM)
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Project Profile Summary
The Project is an effort to solve the problems faced by a farmer where the services of the expert is not available It will advise farmers on variety selection, field preparation, fertilizer application, schedule of irrigation It will be able to provide solution to the problems faced by the farmers through online queries It will also help in identifying insect/pest attack and suggest suitable remedies The Expert system will extend large amount of research work done by the ICAR institutes, Directorate of wheat research and SAUs to the Farmers and Researchers
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Objectives Immediate Objective
To collect and compile the information from the experts for Wheat Crop Management To develop the knowledge base for the Expert System To develop inference engine for the expert system To develop and implement expert system on Wheat Crop Management Long term objectives: To enhance the efficiency of production system for wheat crop by the extension of available crop / farm management technology to the farmers through the Expert system
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Methodology Literature and research papers related to wheat crop management will be collected Modules related to wheat crop management will be identified and allocated to the associates Information from the experts of wheat from various disciplines for the soil type, weather conditions water and fertilizer requirement essential for the growth of healthy crop will be collected The information collected from the farmers and experts will be catalogued Database will be designed using SQL server Questionnaire will be developed on the basis of this information with the help of wheat experts Input forms will be developed for asking the questions to the farmers that would be in a specific order according to the questionnaire
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Methodology Expert System shell will be developed using appropriate scripting language to integrate fact and rules with the system Suitable GUI’s will be developed for the user’s interaction with the system Inference engine will be developed using expert system shell. The inference engine will search for the most appropriate remedy on the basis of input data All possible media that can be used to enhance the explanation capabilities of the system would be included such as images, movie clips and sound tracks The developed system will be demonstrated in a workshop and suggestions for improvement will be taken Suggestions will be incorporated and the System will be published on Intranet
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Objective wise activity
Activities for Objective 1 Review of Literature Identification and allocation of Modules in requirement analysis workshop Consultation with Experts and farmers to acquire Knowledge Cataloguing of information collected from farmers and wheat experts Activities for Objective 2 Designing of Databases for facts and rules Extensive interview with the farmers and experts for developing question bank Formulation of rules and integrating it with the system using suitable scripting language Data Entry
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Objective wise activity
Activities for Objective 3 Development of Expert System Shell Development of GUI for user’s interaction with the system Development of Inference engine using Expert System Shell Activities for Objective 4 Testing the developed system Organization of workshop for demonstration Incorporation of Suggestion Implementation of the System on the Intranet Report Writing
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Architecture It will be divided in three distributed tiers
Data Access Tier (at Database server) Logic and Inference building tier (Web Server) Presentation Tier (Browser at the user’s end)
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Function It will helps in extending Research to Farmer’s and End users
It will help farmers in remote places to solve their problem where the services of experts are not available It will minimizes the load from experts It will be an effective means of extension It will be helpful for scientists, students, domain experts and policy makers
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Participating Scientists
Principal Investigator : Shahnawazul Islam Co-Principal Investigator : Harnam Singh Sikarwar Associated Scientists: Mohd. Samir Farooqi Vipin Dubey K.K. Chaturvedi H.O. Aggarwal Associated Scientists from DWR : Dr. Randhir Singh Dr. R. K. Sharma Dr. A. K. Sharma Associated Scientists from IARI : Dr. J.P. Sharma Dr. K.D.Srivastava Dr. Kirti Sharma Two Technical Assistants from the field of Computer Science and Agriculture Duration of the Project : 3 Years Expenditure Involved is : 1.90 lakhs
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