Design knowledge acquisition: task analysis and a partial implementation

Arciszewski, 1987, A methodology of design knowledge acquisition for use in learning expert systems, International Journal of Man-Machine Studies, 27, 23, 10.1016/S0020-7373(87)80042-1 Bareiss, 1989 Chandrasekaran, 1986, Generic tasks in knowledge-based reasoning: high-level building blocks for expert system design, IEEE Expert, 1, 23, 10.1109/MEX.1986.4306977 Clark, 1988, Representing arguments as background knowledge for constraining generalisation, 37 Fisher, 1987, Knowledge acquisition via incremental conceptual clustering, Machine Learning, 2, 139, 10.1007/BF00114265 Gaines, 1987, An overview of knowledge-acquisition and transfer, International Journal of Man-Machine Studies, 26, 453, 10.1016/S0020-7373(87)80081-0 Gluck, 1985, Information, uncertainty, and the utility of categories, 283 Mitchell, 1985, LEAP: A learning apprentice for VLSI design, 573 Podolny, 1986 Porter, 1990, Concept learning and heuristic classification in weak-theory domains, Artificial Intelligence, 45, 229, 10.1016/0004-3702(90)90041-W Quinlan, 1986, Induction of decision trees, Machine Learning, 1, 81, 10.1007/BF00116251 Reich, 1989, Combining Nominal and Continuous Properties in an Incremental Learning System for Design Reich, 1990, Constructive induction by incremental concept formation, 195 Reich, 1990, Converging to “Ideal” design knowledge by learning, 330 Reich, 1989, Integration of Generic Learning Tasks Reich, 1989, The potential of machine learning techniques for expert systems, Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, 3, 175, 10.1017/S0890060400001219 Reich, Y. & Fenves, S. J. (In press a). Automatic design knowledge acquisition by concept formation. In T. Arciszewiski, ed. Knowledge Acquisition in Civil Engineering. New York: American Society of Civil Engineers. Reich, Y. & Fenves, S. J. (In press b) The formation and use of abstract concepts in design. In D. Fisher & M. Pazzani, Eds. Computational Approaches to Concept Formation. Los Altos, CA: Morgan Kaufmann. Rook, 1988, Knowledge acquisition for AI systems requirements analysis: a system engineering methodology, 798 Shalin, 1988, A formal analysis of machine learning systems for knowledge acquisition, International Journal of Man-Machine Studies, 29, 429, 10.1016/S0020-7373(88)80004-X Steinberg, 1987, Design as refinement plus constraint propagation: the VEXED experience, 830 Thompson, 1989, Incremental concept formation with coposite objects, 371 Troitsky, 1988 Witten, 1988, Using concept learning for knowledge acquisition, International Journal of Man-Machine Studies, 29, 171, 10.1016/S0020-7373(88)80045-2 Yoshikawa, 1981, General design theory and a CAD system, 35