An overview of knowledge acquisition
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abstract: The process of knowledge acquisition is central in the development of intelligent computer programs. In the second generation of expert systems, the elicitation, modeling, and representation of human problem-solving knowledge remain the principal barriers that development teams must overcome. This overview surveys some of the major barriers to the construction of expert-system knowledge bases, and reviews current and emerging knowledge-acquisition methods. The common thread that runs through research on knowledge acquisition is the creation of models of problem-solving behavior, and the use of those models to guide further knowledge elicitation and model formulation.
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| Abstract | The process of knowledge acquisition is ce … The process of knowledge acquisition is central in the development of intelligent computer programs. In the second generation of expert systems, the elicitation, modeling, and representation of human problem-solving knowledge remain the principal barriers that development teams must overcome. This overview surveys some of the major barriers to the construction of expert-system knowledge bases, and reviews current and emerging knowledge-acquisition methods. The common thread that runs through research on knowledge acquisition is the creation of models of problem-solving behavior, and the use of those models to guide further knowledge elicitation and model formulation. owledge elicitation and model formulation. |
| Address | Berlin + |
| Author | Mark A. Musen + |
| Bibtype | techreport + |
| Institution | Knowledge Systems, AI Laboratory + |
| Key | KSL-92-58 + |
| Number | KSL-92-58 + |
| Publisher | Springer-Verlag + |
| Tag | Computer science + |
| Title | An Overview of Knowledge Acquisition + |
| Tr id | KSL-92-58 + |
| Year | 1993 + |
