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Cross-language hybrid keyword and semantic search

Published: 15 October 2012 Publication History

Abstract

The growth of multilingual web content and increasing internationalization portends the need for cross-language information retrieval. As a solution to this problem for narrow-domain, data-rich web content, we offer ML-HyKSS: MultiLingual Hybrid Keyword and Semantic Search. The primary component of ML-HyKSS is a collection of linguistically grounded conceptual-model instances called extraction ontologies. Extraction ontologies can recognize keywords and applicable semantics; when coupled with cross-language mappings at the conceptual level, they enable cross-language information retrieval and query processing. Our experimental results are promising, yielding good results for cross-language information retrieval with contrasting languages, application content, and cultures.

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Cited By

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  • (2013)Big Data--Conceptual Modeling to the RescueProceedings of the 32nd International Conference on Conceptual Modeling - Volume 821710.1007/978-3-642-41924-9_1(1-8)Online publication date: 11-Nov-2013

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Published In

cover image Guide Proceedings
ER'12: Proceedings of the 31st international conference on Conceptual Modeling
October 2012
591 pages
ISBN:9783642340017
  • Editors:
  • Paolo Atzeni,
  • David Cheung,
  • Sudha Ram

Sponsors

  • Springer
  • Universitàdegli Studi Di Brescia: Universitàdegli Studi Di Brescia
  • Universita della Calabria, Rende(CS), Italy
  • Università degli Studi di Milano: Università degli Studi di Milano
  • HP: HP

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 15 October 2012

Author Tags

  1. cross-language information retrieval
  2. extraction ontologies
  3. hybrid keyword and semantic search
  4. multilingual web content

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  • (2013)Big Data--Conceptual Modeling to the RescueProceedings of the 32nd International Conference on Conceptual Modeling - Volume 821710.1007/978-3-642-41924-9_1(1-8)Online publication date: 11-Nov-2013

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