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Preliminary Version]].pdf

multidim-ce2006.pdf
Preview of Preliminary version]]
🔗 Source: cui.unige.ch
📊 Size: 327 KB
📄 Pages: 12 pages
⬇️ Downloads: 87

Summary

Researchers propose a new indexing scheme using external knowledge resources like thesauri or ontologies to improve information retrieval precision in specific domains. They introduce the concept of "domain dimension" to represent different aspects of a domain in documents. Experimental results on medical imaging documents show that using three dimensions can improve mean average precision by about 25%. The approach involves conceptual indexing, dimensional filtering, and ranking, and uses external resources like UMLS to define domain dimensions and extract concepts from text.

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Description

Researchers propose a new indexing scheme using external knowledge resources like thesauri or ontologies to improve information retrieval precision in specific...

Technical Information

  • File Format: PDF
  • File Size: 327 KB
  • Pages: 12
  • Language: EN
  • Total Downloads: 87
  • Last Updated: 1 month ago

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