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Erschienen in: Computing 9/2014

01.09.2014

Using MCRDR based Agile approach for expert system development

verfasst von: Soyeon Caren Han, Hee-Geun Yoon, Byeong Ho Kang, Seong-Bae Park

Erschienen in: Computing | Ausgabe 9/2014

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Abstract

Various expert system development approaches were proposed but most of them cannot deal with two problems: the difficulty of analysis and maintenance. Rather than to spend time waiting any longer, it is better to find an alternative solution from other research fields. In computer software development area, researchers have been suffering from the difficulty of maintenance and analysis, just as the researchers in the expert system development field. To solve this issue, researchers in the software used both agile software development and business rules approach: agile software development is for overcoming the the difficulty of analysis, and business rules approach is for reducing issues in the maintenance. There is a big opportunity that those two approaches can also be solve the two issues in the expert system development field. The paper describes requirements of the approach based on agile software development and the business rules approach. As a result, we consider and specify why the Multiple Classification Ripple Down Rules is the novel approach for the expert system development.

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Literatur
1.
Zurück zum Zitat Abdelhamid Y, Hassan H, Rafea A (1997) A proposed methodology for expert system engineering. In: 5th International conference on artificial intelligence applications. Egyptians Computer Society, Cairo, Egypt Abdelhamid Y, Hassan H, Rafea A (1997) A proposed methodology for expert system engineering. In: 5th International conference on artificial intelligence applications. Egyptians Computer Society, Cairo, Egypt
2.
Zurück zum Zitat Amine M, Ahmed-Nacer M (2011) An agile methodology for implementing knowledge management systems: A case study in component-based software engineering. Softw Eng Appl 5(4):159–170 Amine M, Ahmed-Nacer M (2011) An agile methodology for implementing knowledge management systems: A case study in component-based software engineering. Softw Eng Appl 5(4):159–170
3.
Zurück zum Zitat Baumeister J, Puppe F, Seipel D (2004) An agile process model for developing diagnostic knowledge systems. Kunstliche Intelligenz 18(3):12–16 Baumeister J, Puppe F, Seipel D (2004) An agile process model for developing diagnostic knowledge systems. Kunstliche Intelligenz 18(3):12–16
4.
Zurück zum Zitat Bindoff I, Kang B, Ling T, Tenni P, Peterson G (2007) Applying mcrdr to a multidisciplinary domain. AI 2007: Advances in, Artificial Intelligence, pp 519–528 Bindoff I, Kang B, Ling T, Tenni P, Peterson G (2007) Applying mcrdr to a multidisciplinary domain. AI 2007: Advances in, Artificial Intelligence, pp 519–528
5.
Zurück zum Zitat Blythe J, Kim J, Ramachandran S, Gil Y (2001) An integrated environment for knowledge acquisition. In: Proceedings of the 6th international conference on Intelligent user interfaces, ACM, pp 13–20 Blythe J, Kim J, Ramachandran S, Gil Y (2001) An integrated environment for knowledge acquisition. In: Proceedings of the 6th international conference on Intelligent user interfaces, ACM, pp 13–20
6.
Zurück zum Zitat Burman S, Kim Y, Kang B, Park G (2006) Maintenance of game character’s ai by players. Int J Multimedia Ubiquitous Eng 1(1):39–46 Burman S, Kim Y, Kang B, Park G (2006) Maintenance of game character’s ai by players. Int J Multimedia Ubiquitous Eng 1(1):39–46
7.
Zurück zum Zitat Cao T, Martin E, Compton P (2004) On the convergence of incremental knowledge base construction. In: Discovery Science, Springer, pp 505–584 Cao T, Martin E, Compton P (2004) On the convergence of incremental knowledge base construction. In: Discovery Science, Springer, pp 505–584
8.
Zurück zum Zitat Compton P, Jansen R (1990) A philosophical basis for knowledge acquisition. Knowledge acquisition 2(3):241–258CrossRef Compton P, Jansen R (1990) A philosophical basis for knowledge acquisition. Knowledge acquisition 2(3):241–258CrossRef
9.
Zurück zum Zitat Compton P, Peters L, Edwards G, Lavers T (2006) Experience with ripple-down rules. Knowl Based Syst 19(5):356–362CrossRef Compton P, Peters L, Edwards G, Lavers T (2006) Experience with ripple-down rules. Knowl Based Syst 19(5):356–362CrossRef
10.
Zurück zum Zitat Das P, Bhattacharyya D, Bandyopadhyay S, Kim T (2009) Analysis and diagnosis of breast cancer. u - and e - Service. Sci Technol 2(3):1–12 Das P, Bhattacharyya D, Bandyopadhyay S, Kim T (2009) Analysis and diagnosis of breast cancer. u - and e - Service. Sci Technol 2(3):1–12
11.
Zurück zum Zitat Grossner C, Preece A, Gokul Chander P, Radhakrishnan T, Suen C (1993) Exploring the structure of rule based systems. In: Proceedings of the national conference on artificial intelligence, Wiley, pp 704–704 Grossner C, Preece A, Gokul Chander P, Radhakrishnan T, Suen C (1993) Exploring the structure of rule based systems. In: Proceedings of the national conference on artificial intelligence, Wiley, pp 704–704
12.
Zurück zum Zitat Han S, Chung H (2012) Social issue gives you an opportunity: Discovering the personalised relevance of social issues. Knowl Manage Acquisition Intell Syst 7457:272–284CrossRef Han S, Chung H (2012) Social issue gives you an opportunity: Discovering the personalised relevance of social issues. Knowl Manage Acquisition Intell Syst 7457:272–284CrossRef
13.
Zurück zum Zitat Hazzan O, Dubinsky Y (2007) Why software engineering programs should teach agile software development. ACM SIGSOFT Softw Eng Notes 32(2):1–3CrossRef Hazzan O, Dubinsky Y (2007) Why software engineering programs should teach agile software development. ACM SIGSOFT Softw Eng Notes 32(2):1–3CrossRef
14.
Zurück zum Zitat Jimènez Guarín C, Gòmez J (2010) Genesis: Agile generation of information management oriented software. Revista de Ingeniería 31:30–39 Jimènez Guarín C, Gòmez J (2010) Genesis: Agile generation of information management oriented software. Revista de Ingeniería 31:30–39
15.
Zurück zum Zitat Kajko-Mattsson M (2008) Problems in agile trenches. In: Proceedings of the Second ACM-IEEE international symposium on Empirical software engineering and measurement, ACM, pp 111–119 Kajko-Mattsson M (2008) Problems in agile trenches. In: Proceedings of the Second ACM-IEEE international symposium on Empirical software engineering and measurement, ACM, pp 111–119
16.
Zurück zum Zitat Kang B (1996) Validating knowledge acquisition: multiple classification ripple-down rules. PhD thesis, University of New South Wales Kang B (1996) Validating knowledge acquisition: multiple classification ripple-down rules. PhD thesis, University of New South Wales
17.
Zurück zum Zitat Kang B, Compton P, Preston P (1995) Multiple classification ripple down rules: evaluation and possibilities. In: The 9th knowledge acquisition for knowledge based systems workshop Kang B, Compton P, Preston P (1995) Multiple classification ripple down rules: evaluation and possibilities. In: The 9th knowledge acquisition for knowledge based systems workshop
18.
Zurück zum Zitat Kang B, Gambetta W, Compton P (1996) Verification and validation with ripple-down rules. Int J Human-Comput Stud 44(2):257–269CrossRef Kang B, Gambetta W, Compton P (1996) Verification and validation with ripple-down rules. Int J Human-Comput Stud 44(2):257–269CrossRef
19.
Zurück zum Zitat Kim Y, Kang B (2008) Search query generation with mcrdr document classification knowledge. Practice and Patterns, Knowledge Engineering, pp 292–301 Kim Y, Kang B (2008) Search query generation with mcrdr document classification knowledge. Practice and Patterns, Knowledge Engineering, pp 292–301
20.
Zurück zum Zitat Mateo R, Lee J, Gerardo B (2008) Healthcare expert system based on group cooperation model. Softw Eng Appl 2(1):105–116 Mateo R, Lee J, Gerardo B (2008) Healthcare expert system based on group cooperation model. Softw Eng Appl 2(1):105–116
21.
Zurück zum Zitat Miranda-Mena T, Benítez US, Ochoa J, Martínez-Béjar R, Fernández-Breis J, Salinas J (2006) A knowledge-based approach to assign breast cancer treatments in oncology units. Expert systems with applications 31(3):451–457CrossRef Miranda-Mena T, Benítez US, Ochoa J, Martínez-Béjar R, Fernández-Breis J, Salinas J (2006) A knowledge-based approach to assign breast cancer treatments in oncology units. Expert systems with applications 31(3):451–457CrossRef
22.
Zurück zum Zitat Mohammad A, Al Saiyd N (2010) A framework for expert knowledge acquisition. IJCSNS 10(11):145 Mohammad A, Al Saiyd N (2010) A framework for expert knowledge acquisition. IJCSNS 10(11):145
23.
Zurück zum Zitat Park S, Kim Y, Kang B (2004) Web document classification: Managing context change. In: IADIS International Conference WWW/Internet, pp 143–151 Park S, Kim Y, Kang B (2004) Web document classification: Managing context change. In: IADIS International Conference WWW/Internet, pp 143–151
24.
Zurück zum Zitat Piaget J, Vonèche J (2007) The child’s conception of the world. Rowman & Littlefield Pub Incorporated, Lanham Piaget J, Vonèche J (2007) The child’s conception of the world. Rowman & Littlefield Pub Incorporated, Lanham
25.
Zurück zum Zitat Rao K, Kavita Naidu G (2011) A study of the agile software development methods, applicability and implications in industry. Softw Eng Appl 5(2):35–46 Rao K, Kavita Naidu G (2011) A study of the agile software development methods, applicability and implications in industry. Softw Eng Appl 5(2):35–46
26.
Zurück zum Zitat Schreiber G, Wielinga B, de Hoog R, Akkermans H, Van de Velde W (1994) Commonkads: a comprehensive methodology for kbs development. IEEE Expert 9(6):28–37CrossRef Schreiber G, Wielinga B, de Hoog R, Akkermans H, Van de Velde W (1994) Commonkads: a comprehensive methodology for kbs development. IEEE Expert 9(6):28–37CrossRef
27.
Zurück zum Zitat Vazey M, Richards D (2005) Troubleshooting at the call centre: a knowledge-based approach. In: Proceedings of the Artificial Intelligence and Applications Vazey M, Richards D (2005) Troubleshooting at the call centre: a knowledge-based approach. In: Proceedings of the Artificial Intelligence and Applications
28.
Zurück zum Zitat Wobcke W, Chan R, Limaru A, (2006) A call handling assistant for mobile devices. In: Intelligent Agent Technology, (2006) IAT’06. IEEE/WIC/ACM International Conference on IEEE, pp 717–722 Wobcke W, Chan R, Limaru A, (2006) A call handling assistant for mobile devices. In: Intelligent Agent Technology, (2006) IAT’06. IEEE/WIC/ACM International Conference on IEEE, pp 717–722
29.
Zurück zum Zitat Zelkowitz M, Yeh R, Hamlet R, Gannon J, Basili V (1984) Software engineering practices in the USA and Japan. Computer 17(6):57–70CrossRef Zelkowitz M, Yeh R, Hamlet R, Gannon J, Basili V (1984) Software engineering practices in the USA and Japan. Computer 17(6):57–70CrossRef
Metadaten
Titel
Using MCRDR based Agile approach for expert system development
verfasst von
Soyeon Caren Han
Hee-Geun Yoon
Byeong Ho Kang
Seong-Bae Park
Publikationsdatum
01.09.2014
Verlag
Springer Vienna
Erschienen in
Computing / Ausgabe 9/2014
Print ISSN: 0010-485X
Elektronische ISSN: 1436-5057
DOI
https://doi.org/10.1007/s00607-013-0336-y

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