World Wide Web

, Volume 13, Issue 3, pp 215–249

A General Framework for Web Content Filtering

Article

DOI: 10.1007/s11280-009-0073-5

Cite this article as:
Bertino, E., Ferrari, E. & Perego, A. World Wide Web (2010) 13: 215. doi:10.1007/s11280-009-0073-5

Abstract

Web content filtering is a means to make end-users aware of the ‘quality’ of Web resources by evaluating their contents and/or characteristics against users’ preferences. Although they can be used for a variety of purposes, Web content filtering tools are mainly deployed as a service for parental control purposes, and for regulating the access to Web content by users connected to the networks of enterprises, libraries, schools, etc. Current Web filtering tools are based on well established techniques, such as data mining and firewall blocking, and they typically cater to the filtering requirements of very specific end-user categories. Therefore, what is lacking is a unified filtering framework able to support all the possible application domains, and making it possible to enforce interoperability among the different filtering approaches and the systems based on them. In this paper, a multi-strategy approach is described, which integrates the available techniques and focuses on the use of metadata for rating and filtering Web information. Such an approach consists of a filtering meta-model, referred to as MFM (Multi-strategy Filtering Model), which provides a general representation of the Web content filtering domain, independently from its possible applications, and of two prototype implementations, partially carried out in the framework of the EU projects EUFORBIA and QUATRO, and designed for different application domains: user protection and Web quality assurance, respectively.

Keywords

metadata-based Web content filtering Web quality assurance content-based access control 

Copyright information

© Springer Science+Business Media, LLC 2009

Authors and Affiliations

  1. 1.CS Department, CERIASPurdue UniversityWest LafayetteUSA
  2. 2.Dipartimento di Informatica e ComunicazioneUniversità degli Studi dell’InsubriaVareseItaly

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