An adaptive ontology-based approach to identify correlation between publications

  • Authors:

  • Huayu Wu;Hideaki Takeda;Masahiro Hamasaki;Tok Wang Ling;Liang Xu

  • Affiliations:

  • National University of Singapore, Singapore, Singapore;National Institute of Informatics, Tokyo, Japan;National Institute of Advanced Industrial Science and Technology (AIST), Tokyo, Japan;National University of Singapore, Singapore, Singapore;National University of Singapore, Singapore, Singapore

  • Venue:
  • Proceedings of the 20th international conference companion on World wide web
  • Year:
  • 2011

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Abstract

In this paper, we propose an adaptive ontology-based approach for related paper identification, to meet most researchers' practical needs. By searching ontology, we can return a diverse set of papers that are explicitly and implicitly related to an input paper. Moreover, our approach does not rely on known ontology. Instead, we build and update ontology for a collection with any domain of interest. Being independent from known ontology, our approach is much more adaptive for different domains.