Open ontologies - The need for modeling heterogeneous knowledge

T Froehner, M Nickles, G Weiss

Research output: Book/ReportBook

4 Citations (Scopus)

Abstract

In the context of open environments like the Semantic Web, knowledge-based applications with autonomous knowledge sources have recently gained increased interest. For such sources, neither the consistency nor the reliability or the definiteness of the input knowledge can be ensured Whereas there already exist promising approaches to the filtering, integration and homogenization of inconsistent and dynamic knowledge, the modeling of knowledge heterogeneity and dynamics itsetf has been largely neglected so far. In this work we propose Open Ontologies as an approach to this issue. Open Ontologies are based on a distinct communication-oriented paradigm as they emerge from and evolve with communication processes, and allow the modeling and processing of semantically heterogeneous conceptual knowledge by means of its reification according to its social (i.e. communicational) meaning and relevance, and the probabilistic weighting of inconsistent knowledge facets.
Original languageEnglish
PublisherUnkown Publisher
ISBN (Print)1-932415-27-0
Publication statusPublished - 2004

Publication series

NameIke '04: Proceedings of the International Conference on Information and Knowledge Engnineering
PublisherUnkown Publisher

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  • Cite this

    Froehner, T., Nickles, M., & Weiss, G. (2004). Open ontologies - The need for modeling heterogeneous knowledge. (Ike '04: Proceedings of the International Conference on Information and Knowledge Engnineering). Unkown Publisher.