Analysis of preprocessing methods for web usage data

Web usage mining is to analysis Web log files and discover user accessing patterns of Web pages,it can find users' access models automatically and quickly from the vast Web log data,such as frequent access paths,frequent access page groups and user clustering. This will provide foundation for d...

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Bibliographic Details
Published in2012 International Conference on Measurement, Information and Control Vol. 1; pp. 383 - 386
Main Author Liu Kewen
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2012
Subjects
Character recognition
data mining
data preprocessing
Educational institutions
Visualization
Web log
Web pages
Web usage mining
Online AccessGet full text
ISBN9781457716010
1457716011
DOI10.1109/MIC.2012.6273276

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Summary:Web usage mining is to analysis Web log files and discover user accessing patterns of Web pages,it can find users' access models automatically and quickly from the vast Web log data,such as frequent access paths,frequent access page groups and user clustering. This will provide foundation for decision making of organizations. Data preprocessing is a key technology in this mining activity.This paper analyses the preprocessing of Web usage mining in detail.After data preprocessing,the number of invalid data can be significantly reduced.
ISBN:9781457716010
1457716011
DOI:10.1109/MIC.2012.6273276