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Conference Papers Year : 2005

Log Pre-Processing and Grammatical Inference for Web Usage Mining

Abstract

In this paper, we propose a Web Usage Mining pre-processing method to retrieve missing data from the server log files. Moreover, we propose two levels of evaluation: directly on reconstructed data, but also after a machine learning step by evaluating inferred grammatical models. We conducted some experiments and we showed that our algorithm improves the quality of user data.
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Dates and versions

ujm-00366564 , version 1 (09-03-2009)

Identifiers

  • HAL Id : ujm-00366564 , version 1

Cite

Thierry Murgue. Log Pre-Processing and Grammatical Inference for Web Usage Mining. UM 2005, 2005, Édimbourg, United Kingdom. pp.43-50. ⟨ujm-00366564⟩
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