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Ontologies Are Us: A Unified Model of Social Networks and Semantics Export

by: Peter Mika
The 4th International Semantic Web Conference (ISWC 2005) (2005), pp. 522-536.

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In our work we extend the traditional bipartite model of ontologies with the social dimension, leading to a tripartite model of actors, concepts and instances. We demonstrate the application of this representation by showing how community-based semantics emerges from this model through a process of graph transformation. We illustrate ontology emergence by two case studies, an analysis of a large scale folksonomy system and a novel method for the extraction of community-based ontologies from Web pages.


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