Abstract
We present a domain-independent method for generation of natural language explanations of rules in expert systems. The method is based on explanatory rules written in a procedural formal language, which build the explanation from predefined natural language texts fragments. For better style, a specific text fragment is randomly selected from a group of synonymous expressions. We have implemented 16 groups of explanatory rules and 74 groups of explanatory texts containing about 200 text fragments.
This work was done under partial support of Mexican Government (CONACyT, SNI), Autonomous University of Hidalgo State, and National Polytechnic Institute, Mexico.
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References
Alonso, M.A., y de la Cruz, A.V.: Desarrollo de Sistemas Educativos Utilizando Técnicas de Computación Inteligente. 1er Coloquio de Investigación en Ciencias de la Computación. Memoria Técnica, 73–79 (2001)
Boitet, C.: Message automata for messages with variants, and methods for their translation. In: Gelbukh, A. (ed.) CICLing 2005. LNCS, vol. 3406, pp. 349–368. Springer, Heidelberg (2005)
Clancey, W.: Neomycin: Reconfiguring a Rule-Based Expert System for Application to Teaching. In: Proceedings of 7th IJCAI, Vancouver, B.C., Canada, Morgan-Kaufmann, San Mateo (1981)
De la Cruz, A.V., Valdés, J.J., Jocik, E., Balsa, J., Rodríguez, A.: Fundamentos y Práctica de la Construcción de Sistemas Expertos. Academia, Cuba (1993)
Giarratano, J., Riley, G.: Expert Systems: Principles and Programming. PWS, Boston (1998)
Luger, G.F., Stubblefield, W.A.: Artificial Intelligence: Structures and Strategies for Complex Problem Solving, 3rd edn. Addison-Wesley, Reading (1998)
Wick, M.R., Thompson: Reconstructive Explanation: Explanation as Complex Problem Solving. In: Proceedings of 11th IJCAI. Morgan-Kaufmann, San Francisco (1989)
Winograd, T.A.: Computer Program for Understanding Natural Language. Technical Report TR-17, MIT Artificial Intelligence Laboratory, Cambridge, Mass (1971)
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de los Ángeles Alonso-Lavernia, M., De-la-Cruz-Rivera, A.V., Sidorov, G. (2006). Generation of Natural Language Explanations of Rules in an Expert System. In: Gelbukh, A. (eds) Computational Linguistics and Intelligent Text Processing. CICLing 2006. Lecture Notes in Computer Science, vol 3878. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11671299_32
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DOI: https://doi.org/10.1007/11671299_32
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