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A complete framework for web mining

Authors :
Andy Tseng
Panagiotis Chountas
Ilias Petrounias
Source :
SMC
Publication Year :
2004
Publisher :
IEEE, 2004.

Abstract

With the rapid growing number of WWW users, hidden information becomes ever increasingly valuable. As a consequence of this phenomenon, mining Web data and analysing on-line users' behaviour and their on-line traversal pattern have emerged as a new area of research. Primarily based on the Web servers' log files, the main objective of traversal pattern mining is to discover the frequent patterns in users' browsing paths and behaviors. This paper presents a complete framework for Web mining, allowing users to pre-define physical constraints when analysing complex traversal patterns in order to improve the efficiency of algorithms and offer flexibility in producing the results.

Details

Database :
OpenAIRE
Journal :
SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)
Accession number :
edsair.doi...........cfbee1ba6f468b27811b95b83e16a0fd
Full Text :
https://doi.org/10.1109/icsmc.2003.1243924