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» AntClust: Ant Clustering and Web Usage Mining
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CORR
2011
Springer
229views Education» more  CORR 2011»
12 years 11 months ago
"Improved FCM algorithm for Clustering on Web Usage Mining"
In this paper we present clustering method is very sensitive to the initial center values ,requirements on the data set too high, and cannot handle noisy data the proposal method ...
K. Suresh
ADMA
2005
Springer
202views Data Mining» more  ADMA 2005»
13 years 6 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
IADIS
2008
13 years 6 months ago
Obtaining User Profiles Via Web Usage Mining
In this paper, we present a model to obtain and analyze user profiles after a process of web usage mining where log files are processed. The web log files register the activity of...
Maria J. Martín-Bautista, María Ampa...
CORR
2004
Springer
218views Education» more  CORR 2004»
13 years 4 months ago
A Dynamic Clustering-Based Markov Model for Web Usage Mining
Markov models have been widely utilized for modelling user web navigation behaviour. In this work we propose a dynamic clustering-based method to increase a Markov model's ac...
José Borges, Mark Levene
CORR
2004
Springer
208views Education» more  CORR 2004»
13 years 4 months ago
Business Intelligence from Web Usage Mining
The rapid e-commerce growth has made both business community and customers face a new situation. Due to intense competition on the one hand and the customer's option to choose...
Ajith Abraham