scholarly journals Constructing a web recommender system using web usage mining and user’s profiles

2014 ◽  
pp. 2479-2486 ◽  
Author(s):  
T. Mombeini ◽  
A. Harounabadi ◽  
J. Rezaeian Sheshdeh
Keyword(s):  
Recommender System ◽  
Web Usage Mining ◽  
Web Usage

scholarly journals A Dynamic Recommender System for Improved Web Usage Mining and CRM Using Swarm Intelligence

2015 ◽  
Vol 2015 ◽  
pp. 1-16 ◽  
Author(s):  
Anna Alphy ◽  
S. Prabakaran
Keyword(s):  
Collaborative Filtering ◽  
Swarm Intelligence ◽  
Foraging Behavior ◽  
Recommender System ◽  
Information Overload ◽  
Web Usage Mining ◽  
Dynamic Nature ◽  
Dynamic Behaviors ◽  
Web Usage ◽  
And Behavior

In modern days, to enrich e-business, the websites are personalized for each user by understanding their interests and behavior. The main challenges of online usage data are information overload and their dynamic nature. In this paper, to address these issues, a WebBluegillRecom-annealing dynamic recommender system that uses web usage mining techniques in tandem with software agents developed for providing dynamic recommendations to users that can be used for customizing a website is proposed. The proposed WebBluegillRecom-annealing dynamic recommender uses swarm intelligence from the foraging behavior of a bluegill fish. It overcomes the information overload by handling dynamic behaviors of users. Our dynamic recommender system was compared against traditional collaborative filtering systems. The results show that the proposed system has higher precision, coverage,F1measure, and scalability than the traditional collaborative filtering systems. Moreover, the recommendations given by our system overcome the overspecialization problem by including variety in recommendations.

A Web Usage Mining Approach to User Navigation Pattern and Prediction in Web Log Data

2012 ◽  
Vol 3 (4) ◽  
pp. 92-94
Author(s):  
SUJATHA PADMAKUMAR ◽  
◽  
Dr.PUNITHAVALLI Dr.PUNITHAVALLI ◽  
Dr.RANJITH Dr.RANJITH
Keyword(s):  
Web Usage Mining ◽  
Log Data ◽  
Web Log ◽  
Web Usage ◽  
User Navigation
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