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» Interactive web usage mining with the navigation visualizer
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WWW
2009
ACM
16 years 8 days ago
Smart Miner: a new framework for mining large scale web usage data
In this paper, we propose a novel framework called SmartMiner for web usage mining problem which uses link information for producing accurate user sessions and frequent navigation...
Murat Ali Bayir, Ismail Hakki Toroslu, Ahmet Cosar...
KDD
2000
ACM
117views Data Mining» more  KDD 2000»
15 years 3 months ago
Visualization of navigation patterns on a Web site using model-based clustering
Igor V. Cadez, David Heckerman, Christopher Meek, ...
ADMA
2005
Springer
202views Data Mining» more  ADMA 2005»
15 years 1 months ago
A Latent Usage Approach for Clustering Web Transaction and Building User Profile
Web transaction data between web visitors and web functionalities usually convey users’ task-oriented behavior patterns. Clustering web transactions, thus, may capture such infor...
Yanchun Zhang, Guandong Xu, Xiaofang Zhou
ICDM
2002
IEEE
131views Data Mining» more  ICDM 2002»
15 years 4 months ago
Using Sequential and Non-Sequential Patterns in Predictive Web Usage Mining Tasks
We describe an efficient framework for Web personalization based on sequential and non-sequential pattern discovery from usage data. Our experimental results performed on real us...
Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakag...
ICPR
2008
IEEE
15 years 6 months ago
A new clustering approach based on graph partitioning for navigation patterns mining
We present a study of the web based user navigation patterns mining and propose a novel approach for clustering of user navigation patterns. The approach is based on the graph par...
Mehrdad Jalali, Norwati Mustapha, Ali Mamat, Nasir...