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SITAC: Discovering semantically identical temporally altering concepts in text archives

  • Amal Kaluarachchi*
  • , Debjani Roychoudhury
  • , Aparna S. Varde
  • , Gerhard Weikum
  • *Kontaktforfatter
  • Montclair State University
  • Max Planck Institute for Informatics

Publikation: Kapitel i bog/rapport/konference-proceedingKonferencebidrag i proceedingsForskningpeer review

Abstract

This paper demonstrates a system called SITAC based on our proposed approach to automate the discovery of concepts (called SITACs) in text sources that are identical semantically but alter their names over time. This system is developed to perform time-aware translation of queries over text corpora by incorporating terminology evolution, thus providing more accurate responses to users, e.g., query processing on Mumbai should automatically take into account its former name Bombay. The SITAC system constitutes a novel collaborative framework of natural language processing, association rule mining and contextual similarity.

OriginalsprogEngelsk
TitelAdvances in Database Technology - EDBT 2011 : 14th International Conference on Extending Database Technology, Proceedings
Antal sider4
ForlagAssociation for Computing Machinery / Special Interest Group on Programming Languages
Publikationsdato2011
Sider566-569
ISBN (Trykt)9781450305280
DOI
StatusUdgivet - 2011
Udgivet eksterntJa
Begivenhed14th International Conference on Extending Database Technology: Advances in Database Technology, EDBT 2011 - Uppsala, Sverige
Varighed: 22. mar. 201124. mar. 2011

Konference

Konference14th International Conference on Extending Database Technology: Advances in Database Technology, EDBT 2011
Land/OmrådeSverige
ByUppsala
Periode22/03/201124/03/2011
NavnACM International Conference Proceeding Series

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