A Hybrid Approach for Predicting User´s Future Request

Author

Sharma, K.K. ; Agrawal, Kunal

Author_Institution

Bansal Inst. of Sci. &Technol., Bhopal, India

fYear

2014

fDate

7-9 April 2014

Firstpage

439

Lastpage

443

Abstract

Web Usage Mining (WUM) is the process of Automatic discovery from the web log files of user´s navigation pattern or how the user is accessing pages on World Wide Web (www).WUM is new in the research but gaining momentum for better management of Web-Server and efficiently manage Web Sites for disseminating information. This paper focuses on the combination of Association Rule, Frequent Pattern (Fp), Fp tree for Pattern discovery and Pattern Analysis. This paper describes the methodology in three simple steps which are being discussed in the paper.

Keywords

Internet; Web sites; data mining; file servers; information dissemination; WUM; WWW; Web server; Web sites; Web usage mining; World Wide Web; association rule; automatic Web log file discovery; hybrid user future request prediction approach; information dissemination; pattern analysis; pattern discovery; user navigation pattern; Association rules; IP networks; Navigation; Pattern analysis; Servers; Web sites; Web Logs.; Web Usage Mining Frequent Pattern Tree Association Rule;

fLanguage

English

Publisher

ieee

Conference_Titel

Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on

Conference_Location

Bhopal

Print_ISBN

978-1-4799-3069-2

Type

conf

DOI

10.1109/CSNT.2014.249

Filename

6821434