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Towards Lightweight and Robust Large Scale Emergent Knowledge Processing

Nováček, Vít
; 
Decker, Stefan
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2009
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Conference Paper
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Vit Novacek, Stefan Decker "Abraham Bernstein et al. (editors) "Towards Lightweight and Robust Large Scale Emergent Knowledge Processing", Proceedings of ISWC 2009, Springer, 2009.
Abstract
We present a lightweight framework for processing uncertain emergent knowledge that comes 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.
Funder
Science Foundation Ireland
Publisher
Springer
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Attribution-NonCommercial-NoDerivs 3.0 Ireland
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Data Science Institute (Conference Papers)