Multiple related document summary and navigation using concept hierarchies for mobile clients

D. L. Chan, Wing Pong Robert Luk, W. K. Mak, Hong Va Leong, E. K.S. Ho, Qin Lu

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

5 Citations (Scopus)

Abstract

Mobile clients have limited display and navigation capabilities. To browse a set of documents, an intuitive method is to navigate through concept hierarchies. To reduce semantic loading for each term that represents the concepts and the cognitive loading of users due to the limited display, similar documents are grouped together before concept hierarchies are constructed for each document group. Since the concept hierarchies only represent the salient concepts in the documents, term extraction is necessary. Our pilot experiments showed that an unconventional combination of term frequency and inverse document frequency yielded similar performance (i.e. 71%) to previous work and the use of terms in titles achieved better performance than previous work (i.e. 82%). Our preliminary results of building concept hierarchies after clustering compared to that without is encouraging (c.f. 82% and 67%). We believe that further research can enhance the performance of concept hierarchies to a level for commercial deployment for mobile clients.
Original languageEnglish
Title of host publicationProceedings of the ACM Symposium on Applied Computing
Pages627-633
Number of pages7
Publication statusPublished - 1 Jan 2002
EventApplied Computing 2002: Proceeedings of the 2002 ACM Symposium on Applied Computing - Madrid, Spain
Duration: 11 Mar 200214 Mar 2002

Conference

ConferenceApplied Computing 2002: Proceeedings of the 2002 ACM Symposium on Applied Computing
CountrySpain
CityMadrid
Period11/03/0214/03/02

Keywords

  • Browsing navigation
  • Concept hierarchy
  • Information access
  • Mobile agent
  • Mobile computing
  • Summarization

ASJC Scopus subject areas

  • Software

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