Relational Clustering Based on a New Robust Estimator with Application to Web Mining

  title={Relational Clustering Based on a New Robust Estimator with Application to Web Mining},
  author={Olfa Nasraoui and Raghu Krishnapuram and Anupam R Joshi and W 3IQ},
Mining typical user profiles and URL associations from the vast amount of access logs is an important component of Web personalization. In this paper, we define the notion of a “user session” as being a temporally compact sequence of Web accesses by a user. We also define a dissimilarity measure between two Web sessions that captures the organization of a Web site. To cluster the user sessions based on the pair-wise dissimilarities, we introduce the Relational Fuzzy C Maximal Density Estimator… CONTINUE READING
Highly Cited
This paper has 44 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.


Publications citing this paper.
Showing 1-10 of 27 extracted citations

Fuzzy Clustering : An Approachfor Mining Usage Profilesfrom Web Ms .

Archana N. Boob
View 5 Excerpts
Highly Influenced

Mining Usage Profiles Using Fuzzy Clustering And its Applications Ms

Archana N. Boob, Prof. D. M. Dakhane
View 5 Excerpts
Highly Influenced

A case study for intelligent event recommendation

International Journal of Data Science and Analytics • 2018
View 1 Excerpt

A Survey : Fuzzy Set Theory in Data Mining

Komal Sahedani
View 1 Excerpt

A novel approach for extraction of cluster patterns from Web Usage Data and its performance analysis

2011 International Conference on Emerging Trends in Electrical and Computer Technology • 2011

Fuzzy Relational Fixed Point Clustering

Int. J. Comput. Intell. Syst. • 2009
View 1 Excerpt

Towards microaggregation of log files for Web usage mining in B2C e-commerce

NAFIPS 2009 - 2009 Annual Meeting of the North American Fuzzy Information Processing Society • 2009
View 1 Excerpt


Publications referenced by this paper.
Showing 1-10 of 10 references

Nerf c-means: Non-Euclidean relational fuzzy clustering

Pattern Recognition • 1994
View 7 Excerpts
Highly Influenced

ed.Advances in Knowledge Discovery and Data

U. Fayad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy
View 1 Excerpt

WebWatcher : A Learning Apprentice for the World Wide

WebRobert, Armstrong, +3 authors MitchellSchool
View 1 Excerpt

Recognition with Fuzzy Objective Function

J. C. Bezdek, Pattern
View 1 Excerpt

Similar Papers

Loading similar papers…