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Adaptive Web site construction using art
- Title
- Adaptive Web site construction using art
- Authors
- Kang M.; Cho D.
- Ewha Authors
- 조동섭
- SCOPUS Author ID
- 조동섭
- Issue Date
- 2001
- Journal Title
- IEEE International Symposium on Industrial Electronics
- Citation
- IEEE International Symposium on Industrial Electronics vol. 1, pp. 247 - 249
- Indexed
- SCOPUS
- Document Type
- Conference Paper
- Abstract
- The design of a complex web site is a very difficult problem in World Wide Web. Each user has different goal and sites are usually changing while site grows and evolves. Web servers record data about user interactions as web log data. This web log has all hits of user access. In order to improve system performance and to reduce visitor's navigation effort, the adaptive web site was suggested. The adaptive web site is a web sites that automatically improve their organization and presentation by self-learning. To get information for site modification, we use web log. We cluster the pages in the web site using ART(Adaptive Resonance Theory) and provide grouped pages to improve system performance. ART model cluster web log pattern well and the result of clustering information is good to system topology modification.
- Appears in Collections:
- 인공지능대학 > 컴퓨터공학과 > Journal papers
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