A Probabilistic Approach to Model Adaptive Hypermedia Systems.

作者: Mario Cannataro , Alfredo Cuzzocrea , Andrea Pugliese

DOI:

关键词: MetadataDynamic dataAdaptive hypermediaTheoretical computer scienceHuman–computer interactionComputer sciencePersonalizationXMLHypermediaProbabilistic logicApplication domain

摘要: Web-based hypermedia systems allow user-driven access to information and services content personalization. Application fields where adaptive could be used are on-line learning, electronic commerce, advertising etc. This paper presents a probabilistic approach for the modelling of Adaptive Hypermedia Systems (AHS). The Domain is modelled along three different adaptivity dimensions: technology (network user’s terminal), behaviour external environment (location, language, sociopolitical issues, etc.). using most promising profile, that “view” over application domain, dynamically assigned user, discrete probability density function. A modular architecture supporting both authoring phase run-time support System also presented. module allows description Domain, dynamic data composition functions, extracting pre-existing multimedia basic from sources. fragments described through XML-based metadata.

参考文章(23)
Daniel Billsus, Learning Probabilistic User Models ,(1998)
L. Calvi, P.M.E. De Bra, AHA : a generic adaptive hypermedia system Technische Universiteit Eindhoven. ,(1998)
Piero Fraternali, Stefano Paraboschi, Stefano Ceri, Data-Driven, One-To-One Web Site Generation for Data-Intensive Applications very large data bases. pp. 615- 626 ,(1999)
L. Ardissono, A. Goy, R. Meo, G. Petrone, L. Console, L. Lesmo, C. Simone, P. Torasso, A configurable system for the construction of adaptive virtual stores World Wide Web. ,vol. 2, pp. 143- 159 ,(1999) , 10.1023/A:1019252823387
Serge Abiteboul, Laurent Mignet, Tova Milo, Sophie Cluet, Bernd Amann, Adi Eyal, Active Views for Electronic Commerce very large data bases. pp. 138- 149 ,(1999)
Peter Brusilovsky, Efficient Techniques for Adaptive Hypermedia acm conference on hypertext. pp. 12- 30 ,(1997) , 10.1007/BFB0023957
Paolo Merialdo, Paolo Atzeni, Giansalvatore Mecca, To Weave the Web very large data bases. pp. 206- 215 ,(1997)
Charles K. Nicholas, James Mayfield, Intelligent Hypertext: Advanced Techniques for the World Wide Web Springer. ,(1997)
Tim Bray, Jean Paoli, C. M. Sperberg-McQueen, Extensible markup language World Wide Web. ,vol. 2, pp. 29- 66 ,(1997) , 10.5555/274784.273625
Feng Tao, K. Murtagh, Towards knowledge discovery from WWW log data international conference on information technology coding and computing. pp. 302- 307 ,(2000) , 10.1109/ITCC.2000.844242