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Hyper-Textual Language Model for web information retrieval

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3 Author(s)
Ying Xie ; Dept. of Comput. Sci. & Inf. Syst., Kennesaw State Univ., Kennesaw, GA ; Raghavan, V.V. ; Young, A.

In this paper, we propose a unified retrieval model that is called the hyper-textual language model for Web information retrieval. The proposed model seamlessly integrates information from multiple sources including Web content, URL, hyperlinks, and the topology of the Web in a unified modeling framework. On the one hand, this model extends the language modeling technique to accommodate special structural and semantic information brought by the hyperlinks of the Web; on the other hand, it provides a formal retrieval model that realizes topic-relevant pageranking. Preliminary experimental study on a university website shows that the performance of this formal retrieval model is comparable with the performance of the Googlepsilas University Search.

Published in:

Granular Computing, 2008. GrC 2008. IEEE International Conference on

Date of Conference:

26-28 Aug. 2008

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