The Impact of Modes of Mediation on the Web Retrieval Process

Mandeep Kaur Pannu, Rachid Anane, Anne James

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

2 Citations (Scopus)
1 Downloads (Pure)

Abstract

This paper is concerned with the investigation of mediation between users and Web search engines and the impact of different modes of mediation on the Web search effectiveness. This involves the integration of explicit, implicit and hybrid modes of mediation within a content-based framework, facilitated by the adoption of the Vector Space Model. The work is supported by an experimental evaluation of the impact of different mediation modes on documents retrieval process in terms of recall and precision. The results of the experiments indicate that the mediation framework improves the quality of the retrieval process, and that the difference in the quality of the results is statistically significant.
Original languageEnglish
Title of host publicationDatabase and Expert Systems Applications 23rd International Conference, DEXA 2012, Vienna, Austria, September 3-6, 2012, Proceedings, Part I
EditorsStephen W. Liddle, Klaus-Dieter Schewe, A. Min Tjoa, Xiaofang Zhou
Place of PublicationVienna
PublisherSpringer
Pages297-304
Number of pages8
Volume1
ISBN (Print)978-3-642-32600-4
DOIs
Publication statusPublished - Sep 2012
Event23rd International Conference on Database and Expert Systems Applications - Vienna, Austria
Duration: 3 Sep 20126 Sep 2012
Conference number: 23rd

Publication series

NameLecture Notes in Artificial Intelligence
Number7446
ISSN (Print)0302-9743

Conference

Conference23rd International Conference on Database and Expert Systems Applications
Abbreviated titleDEXA 2012
CountryAustria
CityVienna
Period3/09/126/09/12

Bibliographical note

The final publication is available at Springer via http://dx.doi.org/10.1007/10.1007/978-3-642-32597-7_26

Copyright © and Moral Rights are retained by the author(s) and/ or other copyright owners. A copy can be downloaded for personal non-commercial research or study, without prior permission or charge. This item cannot be reproduced or quoted extensively from without first obtaining permission in writing from the copyright holder(s). The content must not be changed in any way or sold commercially in any format or medium without the formal permission of the copyright holders.

Keywords

  • User profiling,
  • Personalisation
  • Implicit profile
  • Explicit profile
  • content-based

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  • Cite this

    Pannu, M. K., Anane, R., & James, A. (2012). The Impact of Modes of Mediation on the Web Retrieval Process. In S. W. Liddle, K-D. Schewe, A. M. Tjoa, & X. Zhou (Eds.), Database and Expert Systems Applications 23rd International Conference, DEXA 2012, Vienna, Austria, September 3-6, 2012, Proceedings, Part I (Vol. 1, pp. 297-304). (Lecture Notes in Artificial Intelligence ; No. 7446). Vienna: Springer. https://doi.org/10.1007/978-3-642-32597-7_26