Age dependent document priors in link structure analysis

Claudia Hauff, Leif Azzopardi

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

7 Citations (Scopus)

Abstract

Much research has been performed investigating how links between web pages can be exploited in an Information Retrieval setting [1,4]. In this poster, we investigate the application of the Barabási-Albert model to link structure analysis on a collection of web documents within the language modeling framework. Our model utilizes the web structure as described by a Scale Free Network and derives a document prior based on a web document’s age and linkage. Preliminary experiments indicate the utility of our approach over other current link structure algorithms and warrants further research.
Original languageEnglish
Title of host publicationAdvances in Information Retrieval
Subtitle of host publication27th European Conference on IR Research, ECIR 2005, Santiago de Compostela, Spain, March 21-23, 2005. Proceedings
EditorsDavid E. Losada, Juan M. Fernández-Luna
Place of PublicationBerlin, Heidelberg
PublisherSpringer-Verlag
Pages552-554
Number of pages3
Volume3408
ISBN (Print)978-3-540-25295-5
DOIs
Publication statusPublished - 13 Jun 2005
Externally publishedYes

Publication series

NameLecture Notes in Computer Science (LNCS)
PublisherSpringer Verlag
Volume3408

Keywords

  • web pages
  • information retrieval
  • scale free network

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