Towards an information filtering system in the Web integrating collaborative and content based techniques

J. D.J. Pérez-Alcázar, M. L. Calderón-Benavides, C. N. González-Caro

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

6 Scopus citations

Abstract

The amount of information currently available, the different media and presentation formats joined with the little time availability of the researchers and people in general, make necessary the implementation of automated tools selecting and evaluating information, aiming at not only optimizing resources but also obtaining useful and personalized results that optimize the daily work of its users. A technique known as information filtering could be seen as a solution to this problem. Within an information filtering system, a user introduces a profile in the system which represents his/her information needs; then, the system works to display the relevant information. We contain a sample of the research carried out in this important area, focusing the work towards two most representative techniques: "content based filtering" and "collaborative filtering". These techniques have been studied from different points of view, allowing to create a solid framework which involves the necessary criteria for designing and creating a tool using the most outstanding characteristics of each technique. They provide a view to facilitate the work of people devoted to the search, depuration and distribution of information.

Original languageEnglish
Title of host publicationProceedings - 1st Latin American Web Congress
Subtitle of host publicationEmpowering our Web, LA-WEB 2003
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages222-225
Number of pages4
ISBN (Electronic)0769520588, 9780769520582
DOIs
StatePublished - 2003
Event1st Latin American Web Congress, LA-WEB 2003 - Santiago, Chile
Duration: 10 Nov 200312 Nov 2003

Publication series

NameProceedings - 1st Latin American Web Congress: Empowering our Web, LA-WEB 2003

Conference

Conference1st Latin American Web Congress, LA-WEB 2003
Country/TerritoryChile
CitySantiago
Period10/11/0312/11/03

Keywords

  • Availability
  • Collaboration
  • Collaborative tools
  • Displays
  • Focusing
  • Humans
  • Information filtering
  • Information filters
  • Lubricating oils
  • Solids

Fingerprint

Dive into the research topics of 'Towards an information filtering system in the Web integrating collaborative and content based techniques'. Together they form a unique fingerprint.

Cite this