Hauff, C. and Azzopardi, L. (2005) Age dependent document priors in link structure analysis. Lecture Notes in Computer Science, 3408, pp. 552-554. (doi: 10.1007/978-3-540-31865-1_48)
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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 documentrsquos age and linkage. Preliminary experiments indicate the utility of our approach over other current link structure algorithms and warrants further research.
| Item Type: | Articles |
|---|---|
| Status: | Published |
| Refereed: | Yes |
| Glasgow Author(s) Enlighten ID: | Azzopardi, Dr Leif |
| Authors: | Hauff, C., and Azzopardi, L. |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
| College/School: | College of Science and Engineering > School of Computing Science |
| Journal Name: | Lecture Notes in Computer Science |
| ISSN: | 0302-9743 |
| ISSN (Online): | 1611-3349 |
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