Knowledge Integration Methods for Probabilistic Knowledge-Based Systems

ISBN-13: 9781032232188 / Angielski / Twarda / 2022 / 208 str.

Trong Hieu Tran

Opis

This book provides a snapshot of building knowledge-based systems, inconsistency measures, methods for handling consistency and integrating knowledge bases. It provides the mathematical background to solve problems of restoring consistency and problems of integrating probabilistic knowledge bases.

Spis treści

1. Introduction  2. Probabilistic Knowledge-based Systems  3. Consistency Measures for Probabilistic Knowledge Bases  4. Methods for Restoring Consistency in Probabilistic Knowledge Bases  5. Distance-Based Methods for Integrating Probabilistic Knowledge Bases  6. Value-based Method for Integrating Probabilistic Knowledge Bases  7. Experiments and Applications  8. Conclusions and Open Problems