 |
Université Jean Monnet – Saint-Etienne |  |
Conference papers
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.
Cited literature [10 references]
https://hal-ujm.archives-ouvertes.fr/ujm-00366564
Contributor : Thierry Murgue Connect in order to contact the contributor
Submitted on : Monday, March 9, 2009 - 9:37:27 AM
Last modification on : Wednesday, June 24, 2020 - 4:18:31 PM
Long-term archiving on: : Tuesday, June 8, 2010 - 8:14:47 PM
Contributor : Thierry Murgue Connect in order to contact the contributor
Submitted on : Monday, March 9, 2009 - 9:37:27 AM
Last modification on : Wednesday, June 24, 2020 - 4:18:31 PM
Long-term archiving on: : Tuesday, June 8, 2010 - 8:14:47 PM
File
2005-UM.pdf
Files produced by the author(s)