Recent soft computing approaches to user modeling in adaptive hypermedia

Enrique Frías-Martínez, George Magoulas, Sherry Chen, Robert Macredie

研究成果: 書貢獻/報告類型篇章同行評審

17 引文 斯高帕斯(Scopus)

摘要

The ability of an adaptive hypermedia system to create tailored environments depends mainly on the amount and accuracy of information stored in each user model. One of the difficulties that user modeling faces is the necessity of capturing the imprecise nature of human behavior. Soft Computing has the ability to handle and process uncertainty which makes it possible to model and simulate human decision-making. This paper surveys different soft computing techniques that can be used to efficiently and accurately capture user behavior. The paper also presents guidelines that show which techniques should be used according to the task implemented by the application.

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主出版物標題Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
編輯Paul de Bra, Wolfgang Nejdl
發行者Springer Verlag
頁面104-114
頁數11
ISBN(列印)3540228950, 9783540277804
DOIs
出版狀態已出版 - 2004

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
3137
ISSN(列印)0302-9743
ISSN(電子)1611-3349

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