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Overview of a semantic disambiguation method for unstructured web contexts

Published: 01 September 2009 Publication History

Abstract

In this paper we give an overview of a multiontology disambiguation method, targeted to discover the intended meaning of words in unstructured web contexts. It receives an ambiguous keyword and its context words as input and provides a list of possible senses for the keyword, scored according to the probability of being the intended one. It accesses any pool of online ontologies as source of word senses, in addition to other available resources. This method is targeted to be used in unstructured contexts that lack well-formed sentences, such as user keywords or folksonomy tags.

References

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S. Banerjee and T. Pedersen. Extended gloss overlaps as a measure of semantic relatedness. In Proc. of the 18th International Joint Conference on Artificial Intelligence, pages 805--810, August 2003.
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M. d'Aquin, C. Baldassarre, L. Gridinoc, S. Angeletou, M. Sabou, and E. Motta. Characterizing knowledge on the semantic web with Watson. In 5th International EON Workshop, at ISWC'07, Busan, Korea, 2007.
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J. Gracia and E. Mena. Web-based measure of semantic relatedness. In Proc. of 9th International Conference on Web Information Systems Engineering (WISE'08), Auckland, New Zealand, pages 136--150. LNCS, September 2008.
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J. Gracia, R. Trillo, M. Espinoza, and E. Mena. Querying the web: A multiontology disambiguation method. In Sixth International Conference on Web Engineering (ICWE'06), Palo Alto (California, USA). ACM, July 2006.
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G. Miller. WordNet: A Lexical Database for English. Communications of the ACM, 38(11), November 1995.
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S. Pradhan, E. Loper, D. Dligach, and M. Palmer. Semeval-2007 task-17: English lexical sample, srl and all words. In Proc. of the 4th International Workshop on Semantic Evaluations (SemEval-2007), pages 87--92, Prague, Czech Republic, June 2007. ACL.

Cited By

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  • (2017)Named Entity Linking in a Complex Domain: Case Second World War HistoryLanguage, Data, and Knowledge10.1007/978-3-319-59888-8_10(120-133)Online publication date: 27-May-2017
  • (2015)Emerging Semantic-Based ApplicationsSemantic Web10.1007/978-3-319-16658-2_4(39-83)Online publication date: 28-Aug-2015
  • (2013)Discovering and Characterizing Places of Interest Using Flickr and TwitterInternational Journal on Semantic Web & Information Systems10.4018/ijswis.20130701059:3(77-104)Online publication date: 1-Jul-2013
  • Show More Cited By

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Published In

cover image ACM Conferences
K-CAP '09: Proceedings of the fifth international conference on Knowledge capture
September 2009
222 pages
ISBN:9781605586588
DOI:10.1145/1597735
  • General Chair:
  • Yolanda Gil,
  • Program Chair:
  • Natasha Noy

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 September 2009

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Author Tags

  1. disambiguation
  2. knowledge selection
  3. semantic web

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Conference

K-CAP '09
Sponsor:
K-CAP '09: Fifth International Conference on Knowledge Capture 2009
September 1 - 4, 2009
California, Redondo Beach, USA

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Overall Acceptance Rate 55 of 198 submissions, 28%

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Cited By

View all
  • (2017)Named Entity Linking in a Complex Domain: Case Second World War HistoryLanguage, Data, and Knowledge10.1007/978-3-319-59888-8_10(120-133)Online publication date: 27-May-2017
  • (2015)Emerging Semantic-Based ApplicationsSemantic Web10.1007/978-3-319-16658-2_4(39-83)Online publication date: 28-Aug-2015
  • (2013)Discovering and Characterizing Places of Interest Using Flickr and TwitterInternational Journal on Semantic Web & Information Systems10.4018/ijswis.20130701059:3(77-104)Online publication date: 1-Jul-2013
  • (2012)Enabling Folksonomies for Knowledge ExtractionInternational Journal on Semantic Web & Information Systems10.4018/jswis.20120701028:3(24-41)Online publication date: 1-Jul-2012
  • (2011)Watson, more than a Semantic Web search engineSemantic Web10.5555/2019470.20194762:1(55-63)Online publication date: 1-Jan-2011

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