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Reseach Article
To Developed Tool, an Intelligent Agent for Automatic Knowledge Acquisition in Rule-based Expert System
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 42 - Number 9 |
| Year of Publication: 2012 |
| Authors: Mohammed Abbas Kadhim, M. Afshar Alam |
10.5120/5725-7789
|
Mohammed Abbas Kadhim, M. Afshar Alam . To Developed Tool, an Intelligent Agent for Automatic Knowledge Acquisition in Rule-based Expert System. International Journal of Computer Applications. 42, 9 ( March 2012), 46-50. DOI=10.5120/5725-7789
Abstract
The complex stage in building expert system is knowledge acquisition from domain experts and translated it to representation approach in knowledge base of expert system. In this paper we present an automatic way to extract knowledge from domain experts directly and converted it to facts and rules in knowledge base for rule-based expert system using intelligent agent. That means, the construct of proposed system consists of three steps, in first step we are construct a Diagnosis Domain Tool for Expert System (DDTES) (a piece of software which contains the user interface, inference engine and a format for declarative knowledge in knowledge base). Secondly we are construct Knowledge Acquisition Agent (KAA) able to interview with domain experts to extract problem solving knowledge in specific diagnosis domain and converted it to production rules in knowledge base. Finally we captured complete rule-based expert system from combination the results of two previous steps which can works and produce advices in that domain. The proposed (DDTES) and (KAA) are implemented and executed by using Visual Prolog programming language Ver.7.1.
References
- Luger, F. And William Stubbefield , 1998, Artificial Intelligence , Addison Wesley Longman ,3rd Edition.
- Http://wps. prenhall. com/wps/media/objects/3778/3869053/turban_online_chapter_w18. Pdf, Knowledge Acquisition, Representation, And Reasoning.
- Eldrandaly,khalid, October 2007, An Intelligent Mcdm Approach For Selection The Suitable Expert System Building Tool, The International Arab Journal Of Information Technology, Vol. 4, No. 4.
- Abraham,ajith, 2005, Rule-based Expert Systems, John Wiley & Sons.
- Yasemin,ayse, , May 1999, Intelligent Agents: Data Mining Perspective, Http://citeseerx. ist. psu. Edu/viewdoc /download?doi=10. 1. 1. 23. . . Pdf.
- Kim,d. , Chang Suk Kim, And Kee Wook Rim, June 2003, Modeling And Design Of Intelligent Agent System, International Journal Of Control, Automation, And Systems Vol. 1, No. 2, Pp 257-261.
- Wooldridge, M. And Nicholas R. , October 1994, Intelligent Agent : Theory And Practice, Knowledge Engineering Review.
- Http://jpkc. whut. edu. cn/dzswgl/%e7%94%b5%e5%ad%90%e8%af%be%e4%bb%b6/cases %20 (16). pdf , Software (intelligent) Agents.
- Tomic,´bojan, Jelena Jovanovic´ And Vladan Devedz?ic, 2006, Javadon: An Open-source Expert System Shell, Expert Systems With Applications, Elsevier, Pp 595–606.
- Brown,s. M. , Robert A. Harrington, Eugene Santos Jr. And Sheila B. Banks, 2008, User Models, Intelligent Interface Agents And Expert Systems, Http://citeseerx. ist. psu. edu/viewdoc/download? Doi=10. 1. 1. 31. 945.
- Yousfi-monod,m. And Violaine Prince, Knowledge Acquisition Modeling Through Dialogue Between Cognitive Agents, Http://citeseerx. ist. psu. edu/viewdoc/summary?doi=10. 1. 1. 103. 7827
- Chen, Liang And Jianmin Gao, August 2004, Knowledge Acquisition System Based-on Multi-agent Technology In Erp Implementation Assistant, International Conference On Intelligent Mechatronlcs And Automation Chengdu, China, Pp 152-156.
- Haack, J. , Andrew Cowell, Eric Marshall, Keith Fligg, Michelle Gregory And Liam Mcgrath, 2009, Agent-based Knowledge Discovery For Modeling & Simulation, Ieee/wic/acm International Joint Conferences On Web Intelligence And Intelligent Agent Technologies, Pp 543-546.
- Kushwaha,neeraj, Minkoo Kim, Dong Yoon Kim And We-duke Cho, 2004, An Intelligent Agent For Ubiquitous Computing Environments: Smart Home Ut-agent, The Second Ieee Workshop On Software Technologies For Future Embedded And Ubiquitous Systems (wstfeus'04).
- Zhiping,l. , Xu Tianwei And Sun Yu, , 2010 Ieee, Agent-based Knowledge Management In Intelligent Tutoring Systems, The 5th International Conference On Computer Science & Education Hefei, China. August 24–27, Pp 578-582.
- Sharma, Priyanka, Jan. 2010, Architecture Of Multi- Intelligent Agents For Crop Suitability Based On Irrigation Water Quality, International Journal Of Advanced Engineering & Applications, Pp 163-169.
- Rui,w. And Long Duo, 2011, The Study On Construction Of Knowledge Base Of Grinding Expert System Based On Data Mining, International Conference On Mechatronic Science, Electric Engineering And Computer, August 19-22, Jilin, China, Pp 845-848.
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