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Web Intelligence, IEEE / WIC / ACM International Conference on (2005)
Compi?gne University of Technology, France
Sept. 19, 2005 to Sept. 22, 2005
ISBN: 0-7695-2415-X
pp: 62-66
Matthias Nickles , Technical University of Munich
Ruth Cobos , Technical University of Munich
Gerhard Weiss , Technical University of Munich
Tina Froehner , Research Center Knowledge Management
ABSTRACT
In open environments like the Web, and open Multiagent and Peer2Peer systems, consent among the autonomous, self-interested knowledge sources and users very often cannot be established, and the estimation of trustability and truthfulness of knowledge sources may not be possible. Moreover, competing viewpoints and their communicative contexts even provide valuable meta-knowledge about the intentions of the participants and their social relationships. As a foundational approach to semantically heterogeneous knowledge perspectives, we introduce a formal framework for the computational representation and integration of multi-source knowledge, which makes explicit heterogeneous viewpoints, and conflicting opinions and their social contexts, and allows for the rating, generalization and optional fusion of knowledge by social choice.
INDEX TERMS
Semantic Web, Knowledge and Ontology Aggregation and Ranking, Knowledge Provenance, Ontology Merging
CITATION

G. Weiss, T. Froehner, R. Cobos and M. Nickles, "Multi-Source Knowledge Bases and Ontologies with Multiple Individual and Social Viewpoints," Proceedings. The 2005 IEEE/WIC/ACM International Conference on Web Intelligence(WI), Compiegne, France, 2005, pp. 62-66.
doi:10.1109/WI.2005.104
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