Title :
Building an adaptive Website based on user access patterns
Author :
Chibing, Gong ; Nordahl, Mats
Author_Institution :
Dept. of Comput. Inf. Eng., Guangdong Tech. Coll. of Water Resource & Electr. Eng., Guangzhou
Abstract :
In this paper, we present an approach to building an adaptive Web site based on user access patterns. Our purpose is to build an adaptive Web site by automatically changing the site structure and make users find the information they desire within a minimum amount of time. Preprocessing, user access patterns and site reorganization are main three steps in this study. This research has been evaluated on a large Web site. Experiments show that the approach is feasible and effective for building an adaptive Web site based on user access patterns
Keywords :
Web design; user interfaces; adaptive Web site; site reorganization; site structure; user access patterns; Artificial intelligence; Buildings; Cost function; Design engineering; Functional programming; Optimization methods; Simulated annealing; Web mining; Web server; Web sites;
Conference_Titel :
Cyberworlds, 2005. International Conference on
Conference_Location :
Singapore
Print_ISBN :
0-7695-2378-1