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: | , , |
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| Format: | Proceeding Paper |
| Language: | en en |
| Published: |
IEEE
2015
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| Subjects: | |
| Online Access: | 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 http://irep.iium.edu.my/55310/ http://ieeexplore.ieee.org/document/7020638/ |
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| _version_ | 1834431615723372544 |
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| 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 |
| building | IIUM Library |
| collection | Institutional Repository |
| content_provider | International Islamic University Malaysia |
| content_source | IIUM Repository (IREP) |
| continent | Asia |
| country | Malaysia |
| 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 | Proceeding Paper |
| id | my.iium.irep-55310 |
| institution | Universiti Islam Antarabangsa Malaysia |
| language | en en |
| publishDate | 2015 |
| publisher | IEEE |
| record_format | dspace |
| spelling | my.iium.irep-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 Proceeding Paper 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 |
| 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 |
| title | 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_short | Web usage mining: A review of recent works |
| title_sort | web usage mining: a review of recent works |
| topic | TK5101 Telecommunication. Including telegraphy, radio, radar, television |
| url | 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 http://irep.iium.edu.my/55310/ http://ieeexplore.ieee.org/document/7020638/ |
| url_provider | http://irep.iium.edu.my/ |