| 期刊全称 | Belief Change | | 影响因子2023 | Didier Dubois,Henri Prade | | 视频video | | | 学科分类 | Handbook of Defeasible Reasoning and Uncertainty Management Systems | | 图书封面 |  | | 影响因子 | Belief change is an emerging field of artificial intelligenceand information science dedicated to the dynamics of information andthe present book provides a state-of-the-art picture of its formalfoundations. It deals with the addition, deletion and combination ofpieces of information and, more generally, with the revision, updatingand fusion of knowledge bases. The book offers an extensive coverageof, and seeks to reconcile, two traditions in the kinematics of beliefthat often ignore each other - the symbolic and the numerical(often probabilistic) approaches. Moreover, the work encompasses bothrevision and fusion problems, even though these two are also commonlyinvestigated by different communities. Finally, the book presents thenumerical view of belief change, beyond the probabilistic framework,covering such approaches as possibility theory, belief functions andconvex gambles. .The work thus presents a unified view of belief change operators,drawing from a widely scattered literature embracing philosophicallogic, artificial intelligence, uncertainty modelling and databasesystems. The material is a clearly organised guide to the literatureon the dynamics of epistemic states, knowle | | Pindex | Book 1998 |
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发表于 2025-3-21 19:53:52
