Computer-based explanation of multiattribute decisions
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abstract: Experience with expert systems indicates that automated explanation of the rationale for computer-based advice is central to acceptance by decision makers. In this paper, we present strategies for computer-based explanation of measurable multiattribute value functions, and we demonstrate these strategies with implemented systems in marketing, process control, and medicine. Our approach illustrates the feasibility of explaining value-theoretic models automatically in the qualitative style of expert systems.
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| Abstract | Experience with expert systems indicates t … Experience with expert systems indicates that automated explanation of the rationale for computer-based advice is central to acceptance by decision makers. In this paper, we present strategies for computer-based explanation of measurable multiattribute value functions, and we demonstrate these strategies with implemented systems in marketing, process control, and medicine. Our approach illustrates the feasibility of explaining value-theoretic models automatically in the qualitative style of expert systems. n the qualitative style of expert systems. |
| Author | David A. Klein +, Martin Weber +, and Edward H. Shortliffe + |
| Bibtype | techreport + |
| Institution | Knowledge Systems, AI Laboratory + |
| Key | KSL-91-36 + |
| Month | June + |
| Number | KSL-91-36 + |
| Tag | Computer science + |
| Title | Computer-Based Explanation of Multiattribute Decisions + |
| Tr id | KSL-91-36 + |
| Year | 1991 + |
