Advanced Methods for Inconsistent Knowledge Management

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The book delves into the critical issue of knowledge inconsistency within knowledge management tasks, emphasizing its impact on decision-making and knowledge integration. It introduces methods for resolving inconsistencies at both syntactic and semantic levels, utilizing consensus-based approaches grounded in mathematical models. Additionally, the author presents algorithms for knowledge integration, such as ontology and agent knowledge state integration, supported by a thorough analysis that includes useful theorems. This work highlights the essential connection between inconsistency resolution and effective knowledge management.