Inference in hybrid KBS with interval-valued confidence

研究成果: Conference contribution

7 引用 (Scopus)

抜粋

This article discusses confidence handling for inference in hybrid knowledge-based system (KBS) with hierarchical knowledge representation. The knowledge content (precise or imprecise) represented in multiple units of knowledge hierarchy and the confidence obtained during inference process are treated as two levels separately but simultaneously based on the concept of truth value flow inference. Three-parametric triangular truth values as special subsets defined on the interval [0,1] are adopted to describe the confidence of inference, and operations on such interval-valued confidence are defined to meet commonsense interpretation of decision making.

元の言語English
ホスト出版物のタイトル2008 IEEE International Conference on Fuzzy Systems, FUZZ 2008
ページ1350-1357
ページ数8
DOI
出版物ステータスPublished - 7 11 2008
イベント2008 IEEE International Conference on Fuzzy Systems, FUZZ 2008 - Hong Kong, China
継続期間: 1 6 20086 6 2008

出版物シリーズ

名前IEEE International Conference on Fuzzy Systems
ISSN(印刷物)1098-7584

Conference

Conference2008 IEEE International Conference on Fuzzy Systems, FUZZ 2008
China
Hong Kong
期間1/06/086/06/08

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  • これを引用

    Ding, L. Y. (2008). Inference in hybrid KBS with interval-valued confidence. : 2008 IEEE International Conference on Fuzzy Systems, FUZZ 2008 (pp. 1350-1357). [4630548] (IEEE International Conference on Fuzzy Systems). https://doi.org/10.1109/FUZZY.2008.4630548