Web usage mining: A review of recent works

Web mining is the application of data mining on web data and web usage mining is an important component of web mining. The goal of web usage mining is to understand the behavior of web site users through the process of data mining of web access data. Knowledge obtained from web usage mining can...

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Main Authors:	Omar, Rosli, Md Tap, Abu Osman, Abdullah, Zainatul Shima
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE 2015
Subjects:	TK5101 Telecommunication. Including telegraphy, radio, radar, television
Online Access:	http://irep.iium.edu.my/55310/ http://irep.iium.edu.my/55310/ http://irep.iium.edu.my/55310/ http://irep.iium.edu.my/55310/1/55310-Web%20Usage%20Mining.pdf http://irep.iium.edu.my/55310/2/55310-Web%20usage%20mining_SCOPUS.pdf

id	iium-55310
recordtype	eprints
spelling	iium-553102017-09-07T08:24:24Z http://irep.iium.edu.my/55310/ Web usage mining: A review of recent works Omar, Rosli Md Tap, Abu Osman Abdullah, Zainatul Shima TK5101 Telecommunication. Including telegraphy, radio, radar, television Web mining is the application of data mining on web data and web usage mining is an important component of web mining. The goal of web usage mining is to understand the behavior of web site users through the process of data mining of web access data. Knowledge obtained from web usage mining can be used to enhance web design, introduce personalization service and facilitate more effective browsing. This paper presents a review of literature containing latest works done in this field. Our objective is to provide an overview of web usage mining concepts relevant to pattern mining phase of web usage mining process. We provide review of pattern discovery algorithms which utilize association rules, classification and sequential patterns, and since sequential pattern mining is gaining much interest from WUM research community extra emphasis is given to related papers IEEE 2015 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/55310/1/55310-Web%20Usage%20Mining.pdf application/pdf en http://irep.iium.edu.my/55310/2/55310-Web%20usage%20mining_SCOPUS.pdf Omar, Rosli and Md Tap, Abu Osman and Abdullah, Zainatul Shima (2015) Web usage mining: A review of recent works. In: 2014 the 5th International Conference on Information and Communication Technology for the Muslim World (ICT4M 2014), 17th November - 18 November 2014, Kuching, Sarawak. http://ieeexplore.ieee.org/document/7020638/ 10.1109/ICT4M.2014.7020638
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TK5101 Telecommunication. Including telegraphy, radio, radar, television
spellingShingle	TK5101 Telecommunication. Including telegraphy, radio, radar, television Omar, Rosli Md Tap, Abu Osman Abdullah, Zainatul Shima Web usage mining: A review of recent works
description	Web mining is the application of data mining on web data and web usage mining is an important component of web mining. The goal of web usage mining is to understand the behavior of web site users through the process of data mining of web access data. Knowledge obtained from web usage mining can be used to enhance web design, introduce personalization service and facilitate more effective browsing. This paper presents a review of literature containing latest works done in this field. Our objective is to provide an overview of web usage mining concepts relevant to pattern mining phase of web usage mining process. We provide review of pattern discovery algorithms which utilize association rules, classification and sequential patterns, and since sequential pattern mining is gaining much interest from WUM research community extra emphasis is given to related papers
format	Conference or Workshop Item
author	Omar, Rosli Md Tap, Abu Osman Abdullah, Zainatul Shima
author_facet	Omar, Rosli Md Tap, Abu Osman Abdullah, Zainatul Shima
author_sort	Omar, Rosli
title	Web usage mining: A review of recent works
title_short	Web usage mining: A review of recent works
title_full	Web usage mining: A review of recent works
title_fullStr	Web usage mining: A review of recent works
title_full_unstemmed	Web usage mining: A review of recent works
title_sort	web usage mining: a review of recent works
publisher	IEEE
publishDate	2015
url	http://irep.iium.edu.my/55310/ http://irep.iium.edu.my/55310/ http://irep.iium.edu.my/55310/ http://irep.iium.edu.my/55310/1/55310-Web%20Usage%20Mining.pdf http://irep.iium.edu.my/55310/2/55310-Web%20usage%20mining_SCOPUS.pdf
first_indexed	2023-09-18T21:18:11Z
last_indexed	2023-09-18T21:18:11Z
_version_	1777411703444602880

Web usage mining: A review of recent works

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