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Discovering usage patterns from web server logs


Siraj, Fadzilah and Yusoff, Nooraini and Abd. Wahab, Mohd Helmy (2005) Discovering usage patterns from web server logs. In: Seminar Kebangsaan Sosio-ekonomi dan IT (SEIT) , 20-21 August 2005, Putra Brasmana Hotel, Perlis. (Unpublished)

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Abstract

As the amount of information available on the World Wide Web (WWW) increases rapidly, the number of sites that hold particular information also increases. In order to have some insights o the site usage, system administrator needs tools that can aid in his usage site’s analysis.To achieve this goal, the use of web mining too is necessary to discover the usage pattern of a particular site. For the purpose of this study, server logs from the educational portal were retrieved, pre-processed and analyzed. Information collected by the Web servers are kept in the server logs and used as the main source of data for analyzing users’ navigation patterns. Once the server logs have been preprocessed and sessions have been obtained, there are several kinds of access pattern mining that can be performed, depending on the needs of the analyst. In this study, data mining technique known as Generalized Association Rule was used in order to get some insights into website usage pattern. The findings from this study provide an overview of the usage pattern of particular educational portal. The study also demonstrates how Generalized Association Rule can be used in site usage analysis. Such a technique enables the discovery of hidden information within the web server logs using data mining technique.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Anjuran Pusat Penyelidikan dan Perundingan Universiti Utara Malaysia
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: College of Arts and Sciences
Depositing User: Prof Madya Fadzilah Siraj
Date Deposited: 12 Nov 2010 02:03
Last Modified: 27 Dec 2011 02:50
URI: http://repo.uum.edu.my/id/eprint/1523

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