TELKOMNIKA (Telecommunication Computing Electronics and Control)
Vol 16, No 5: October 2018

Website Content Analysis Using Clickstream Data and Apriori Algorithm

Supriyadi Supriyadi (STMIK Kharisma Karawang)
Yani Nurhadryani (Bogor Agricultural University)
Arif Imam Suroso (Bogor Agricultural University)



Article Info

Publish Date
01 Oct 2018

Abstract

Clickstream analysis is the process of collecting, analyzing, and reporting data of visited pages by visitor at the time of mouse clicks. Clickstream data are generally stored on a web server in the access.log file including IP Address data, reference pages, and access time. This study aims to analyze clickstream data by converting into the form of a comma sparated value (csv) so that the string inside of it could be grouped and stored in a database. The important information in the database was processed and retrieved by using one of the techniques in web mining called apriori algorithm analysis. Apriori algorithm implementation was done at the time of reading the database and table query analysis on the software developed. Results of this study were the statistics describing the level of access to web pages that were very helpful for web developers to develop web sites.

Copyrights © 2018






Journal Info

Abbrev

TELKOMNIKA

Publisher

Subject

Computer Science & IT

Description

Submitted papers are evaluated by anonymous referees by single blind peer review for contribution, originality, relevance, and presentation. The Editor shall inform you of the results of the review as soon as possible, hopefully in 10 weeks. Please notice that because of the great number of ...