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An adaptation algorithm for adaptive web based systems based on link structure and document similarity

  • Bujar Raufi
  • , Juliana Georgieva
  • , Artan Luma
  • , Florije Ismaili
  • , Xhemal Zenuni

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Many traditional adaptive web based systems today are complex in its design and implementation which makes them hard to implement in general purpose web sites. The lack of efficient approach and adaptation al- gorithm makes their usage in isolated cases like: e-commerce sites or only education systems. In this paper we introduce a new adaptation algorithm based on web sites link structure and document similarities both represented through matrices. Initial results show good performance of the algorithm for both per-user based adaptation and adaptation for groups of users.

Original languageEnglish
Title of host publication9th WSEAS International Conference on Telecommunications and Informatics, TELE-INFO '10
Pages29-34
Number of pages6
Publication statusPublished - 2010
Externally publishedYes
Event9th WSEAS International Conference on Telecommunications and Informatics, TELE-INFO '10 - Catania, Italy
Duration: 29 May 201031 May 2010

Publication series

Name9th WSEAS International Conference on Telecommunications and Informatics, TELE-INFO '10

Conference

Conference9th WSEAS International Conference on Telecommunications and Informatics, TELE-INFO '10
Country/TerritoryItaly
CityCatania
Period29/05/1031/05/10

Keywords

  • Adaptation algorithm
  • Adaptive web based systems
  • Data mining
  • Document similarity

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