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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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Submitted on : Monday, March 9, 2009 - 9:37:27 AM
Last modification on : Saturday, June 25, 2022 - 10:50:02 AM
Long-term archiving on: : Tuesday, June 8, 2010 - 8:14:47 PM


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  • HAL Id : ujm-00366564, version 1


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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