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Titlebook: Propositional, Probabilistic and Evidential Reasoning; Integrating Numerica Weiru Liu Book 2001 Springer-Verlag Berlin Heidelberg 2001 Symb

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書目名稱Propositional, Probabilistic and Evidential Reasoning
副標題Integrating Numerica
編輯Weiru Liu
視頻videohttp://file.papertrans.cn/762/761392/761392.mp4
概述The reader gains relatively complete knowledge about how a pure numerical, pure symbolic, or hybrid system behaves.Systemati review of the work on integrating numerical and symbolic approaches.Illustr
叢書名稱Studies in Fuzziness and Soft Computing
圖書封面Titlebook: Propositional, Probabilistic and Evidential Reasoning; Integrating Numerica Weiru Liu Book 2001 Springer-Verlag Berlin Heidelberg 2001 Symb
描述How to draw plausible conclusions from uncertain and conflicting sources of evidence is one of the major intellectual challenges of Artificial Intelligence. It is a prerequisite of the smart technology needed to help humans cope with the information explosion of the modern world. In addition, computational modelling of uncertain reasoning is a key to understanding human rationality. Previous computational accounts of uncertain reasoning have fallen into two camps: purely symbolic and numeric. This book represents a major advance by presenting a unifying framework which unites these opposing camps. The Incidence Calculus can be viewed as both a symbolic and a numeric mechanism. Numeric values are assigned indirectly to evidence via the possible worlds in which that evidence is true. This facilitates purely symbolic reasoning using the possible worlds and numeric reasoning via the probabilities of those possible worlds. Moreover, the indirect assignment solves some difficult technical problems, like the combinat ion of dependent sources of evidcence, which had defeated earlier mechanisms. Weiru Liu generalises the Incidence Calculus and then compares it to a succes sion of earlier co
出版日期Book 2001
關鍵詞Symbol; artificial intelligence; intelligence; knowledge representation; nonmonotonic reasoning; sets; unc
版次1
doihttps://doi.org/10.1007/978-3-7908-1811-6
isbn_softcover978-3-7908-2493-3
isbn_ebook978-3-7908-1811-6Series ISSN 1434-9922 Series E-ISSN 1860-0808
issn_series 1434-9922
copyrightSpringer-Verlag Berlin Heidelberg 2001
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