Towards Lightweight and Robust Large Scale Emergent Knowledge Processing

Vit Novácek

Research output: Chapter in Book or Conference Publication/ProceedingConference Publicationpeer-review

Abstract

We present a lightweight framework for processing uncertain emergent knowledge that conies from multiple resources with varying relevance. The, framework is essentially RDF-compatible, but allows also for direct; representation of contextual features (e.g., provenance). We support soft integration and robust querying of the represented content based on well-founded notions of aggregation, similarity and ranking. A proof-of-concept implementation is presented and evaluated within large scale knowledge-based search in life science articles.
Original languageEnglish (Ireland)
Title of host publicationSEMANTIC WEB - ISWC 2009, PROCEEDINGS
PublisherSPRINGER-VERLAG BERLIN
Number of pages16
Volume5823
ISBN (Electronic)0302-9743
ISBN (Print)0302-9743
Publication statusPublished - 1 Jan 2009

Authors (Note for portal: view the doc link for the full list of authors)

  • Authors
  • Novacek, V;Decker, S

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