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A Collaborative Ontology-Based User Profiles System

  • Trong Hai Duong
  • Mohammed Nazim Uddin
  • Delong Li
  • Geun Sik Jo
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5796)

Abstract

The main goal of this research is to investigate the techniques that implicitly build ontology-based user profiles. In particular, automatically building profiles based on user’s information (blogs, publications, home pages,...) generated from the internet. We proposed a framework to search the user details to build profile automatically. An initial profile is constructed with user interest in hierarchical manner and this profile is learned by assigning user details collected by our search method. Main focused on how quickly we can collect user’s information and achieve a profile stability, and how effectively improve profiles. Along with the framework we also consider a new method to extract feature from document. A Wordnet and Lexico-syntactic pattern for hyponyms approach is applied to export the important feature of document to represent the profile ontology. The user profile further improved by learning interesting knowledge from similar profiles.

Keywords

Ontology user profile Ontology-based user profile Ontology Integration 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • Trong Hai Duong
    • 1
  • Mohammed Nazim Uddin
    • 1
  • Delong Li
    • 1
  • Geun Sik Jo
    • 1
  1. 1.School of Computer and Information EngineeringInha UniversityKorea

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