Age dependent document priors in link structure analysis

Claudia Hauff; Leif Azzopardi

doi:10.1007/978-3-540-31865-1_48

Age dependent document priors in link structure analysis

Claudia Hauff, Leif Azzopardi

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English
Title of host publication	Advances in Information Retrieval
Subtitle of host publication	27th European Conference on IR Research, ECIR 2005, Santiago de Compostela, Spain, March 21-23, 2005. Proceedings
Editors	David E. Losada, Juan M. Fernández-Luna
Place of Publication	Berlin, Heidelberg
Publisher	Springer-Verlag
Pages	552-554
Number of pages	3
Volume	3408
ISBN (Print)	978-3-540-25295-5
DOIs	https://doi.org/10.1007/978-3-540-31865-1_48
Publication status	Published - 13 Jun 2005
Externally published	Yes

Publication series

Name	Lecture Notes in Computer Science (LNCS)
Publisher	Springer Verlag
Volume	3408

Keywords

web pages
information retrieval
scale free network

Access to Document

10.1007/978-3-540-31865-1_48

Cite this

Hauff, C., & Azzopardi, L. (2005). Age dependent document priors in link structure analysis. In D. E. Losada, & J. M. Fernández-Luna (Eds.), Advances in Information Retrieval: 27th European Conference on IR Research, ECIR 2005, Santiago de Compostela, Spain, March 21-23, 2005. Proceedings (Vol. 3408, pp. 552-554). (Lecture Notes in Computer Science (LNCS); Vol. 3408). Springer-Verlag. https://doi.org/10.1007/978-3-540-31865-1_48

Hauff, Claudia ; Azzopardi, Leif. / Age dependent document priors in link structure analysis. Advances in Information Retrieval: 27th European Conference on IR Research, ECIR 2005, Santiago de Compostela, Spain, March 21-23, 2005. Proceedings. editor / David E. Losada ; Juan M. Fernández-Luna. Vol. 3408 Berlin, Heidelberg : Springer-Verlag, 2005. pp. 552-554 (Lecture Notes in Computer Science (LNCS)).

@inproceedings{a6e4c0664f2d4352aa8504b97756f631,

title = "Age dependent document priors in link structure analysis",

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 Barab{\'a}si-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{\textquoteright}s age and linkage. Preliminary experiments indicate the utility of our approach over other current link structure algorithms and warrants further research.",

keywords = "web pages, information retrieval, scale free network",

author = "Claudia Hauff and Leif Azzopardi",

year = "2005",

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doi = "10.1007/978-3-540-31865-1_48",

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Hauff, C & Azzopardi, L 2005, Age dependent document priors in link structure analysis. in DE Losada & JM Fernández-Luna (eds), Advances in Information Retrieval: 27th European Conference on IR Research, ECIR 2005, Santiago de Compostela, Spain, March 21-23, 2005. Proceedings. vol. 3408, Lecture Notes in Computer Science (LNCS), vol. 3408, Springer-Verlag, Berlin, Heidelberg, pp. 552-554. https://doi.org/10.1007/978-3-540-31865-1_48

Age dependent document priors in link structure analysis. / Hauff, Claudia; Azzopardi, Leif.

Advances in Information Retrieval: 27th European Conference on IR Research, ECIR 2005, Santiago de Compostela, Spain, March 21-23, 2005. Proceedings. ed. / David E. Losada; Juan M. Fernández-Luna. Vol. 3408 Berlin, Heidelberg : Springer-Verlag, 2005. p. 552-554 (Lecture Notes in Computer Science (LNCS); Vol. 3408).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

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KW - scale free network

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Hauff C, Azzopardi L. Age dependent document priors in link structure analysis. In Losada DE, Fernández-Luna JM, editors, Advances in Information Retrieval: 27th European Conference on IR Research, ECIR 2005, Santiago de Compostela, Spain, March 21-23, 2005. Proceedings. Vol. 3408. Berlin, Heidelberg: Springer-Verlag. 2005. p. 552-554. (Lecture Notes in Computer Science (LNCS)). https://doi.org/10.1007/978-3-540-31865-1_48