Methods and Techniques of Adaptive Hypermedia

Adaptive hypermedia is a new direction of research within the area of adaptive and user model-based interfaces. Adaptive hypermedia (AH) systems build a model of the individual user and apply it for adaptation to that user, for example, to adapt the content of a hypermedia page to the user's knowledge and goals, or to suggest the most relevant links to follow. AH systems are used now in several application areas where the hyperspace is reasonably large and where a hypermedia application is expected to be used by individuals with different goals, knowledge and backgrounds. This paper is a review of existing work on adaptive hypermedia. The paper is centered around a set of identified methods and techniques of AH. It introduces several dimensions of classification of AH systems, methods and techniques and describes the most important of them.

[1]  Reinhard Oppermann,et al.  Adaptively supported adaptability , 1994, Int. J. Hum. Comput. Stud..

[2]  Craig D. B. Boyle,et al.  Metadoc: An Adaptive Hypertext Reading System , 1994 .

[3]  Ben Shneiderman,et al.  Navigating in hyperspace: designing a structure-based toolbox , 1994, CACM.

[4]  Peter Brusilovsky,et al.  ISIS-TUTOR: AN ADAPTIVE HYPERTEXT LEARNING ENVIRONMENT , 1994 .

[5]  Thorsten Fox,et al.  HyPLAN: a context-sensitive hypermedia help system , 1994 .

[6]  Matthias Schneider-Hufschmidt,et al.  Adaptive User Interfaces: Principles and Practice , 1993 .

[7]  Peter Brusilovsky,et al.  A Framework for Intelligent Knowledge Sequencing and Task Sequencing , 1992, Intelligent Tutoring Systems.

[8]  Gerhard Fischer,et al.  Minimalist explanations in knowledge-based systems , 1990, Twenty-Third Annual Hawaii International Conference on System Sciences.

[9]  Nick Hammond,et al.  Hypermedia and Learning: Who Guides Whom? (Invited Paper) , 1989, ICCAL.

[10]  R. M. Harden,et al.  Computer assisted learning. , 1986, Medical teacher.

[11]  Peter Brusilovsky,et al.  Collaborative Example Selection in an Intelligent Example-based Programming Environment , 1996, ICLS.

[12]  Peter Brusilovsky,et al.  Intelligent Tutor, Environment and Manual for Introductory Programming , 1992 .

[13]  Thomas Schwab,et al.  Upsilon-pi-ADAPT-epsilon-rho: Individualizing hypertext , 1990, INTERACT.

[14]  Romain Zeiliger,et al.  Designing Navigational Support for Educational Software , 1995, EWHCI.

[15]  Reinhard Oppermann,et al.  Adaptive user support: ergonomic design of manually and automatically adaptable software , 1994 .

[16]  James R. Chen,et al.  User-Centered Indexing for Adaptive Information Access , 1996 .

[17]  G. W. Furnas,et al.  Generalized fisheye views , 1986, CHI '86.

[18]  Andreas Barth,et al.  Concept of a Hypertext Interface for the Information Retrieval in Complex Factual Databases , 1995, HIM.

[19]  Sougata Mukherjea,et al.  Visualizing the World-Wide Web with the Navigational View Builder , 1995, Comput. Networks ISDN Syst..

[20]  Norbert A. Streitz,et al.  Multimedia, Hypermedia, and Virtual Reality Models, Systems, and Applications , 1996, Lecture Notes in Computer Science.

[21]  Matjaz Debevc,et al.  Adaptive Bar Implementation and Ergonomics , 1994, Informatica.

[22]  Julita Vassileva A task-centered approach for user modeling in a hypermedia office documentation system , 1996 .

[23]  Kelvin Clibbon Conceptually adapted hypertext for learning , 1995, CHI '95.

[24]  Fahri Yetim,et al.  User-Adapted Hypertext Explanations , 1993, VCHCI.

[25]  Gerhard Fischer,et al.  Using Agents to Improve the Usability and Usefulness of the World-Wide Web , 1997 .

[26]  Ian H. Beaumont User modelling in the interactive anatomy tutoring system ANATOM-TUTOR , 1994 .

[27]  Bert Bredeweg,et al.  Student Modelling: The Key to Individualized Knowledge-Based Instruction , 2010, NATO ASI Series.

[28]  Romain Zeiliger Adaptive Testing : Contribution of the SHIVA Model , 1993 .

[29]  Mark T. Maybury,et al.  Intelligent multimedia interfaces , 1994, CHI Conference Companion.

[30]  Alfred Kobsa,et al.  KN-AHS: an adaptive hypertext client of the user modeling system BGP-MS , 1998 .

[31]  André J. Kok,et al.  A review and synthesis of user modelling in intelligent systems , 1991, The Knowledge Engineering Review.

[32]  Stephan Arens,et al.  Ein graphischer Browser für das Konstanzer Hypertext-System , 1995, HIM.

[33]  L. MIGUEL ENCARNACAO Adaptivity in graphical user interfaces: an experimental framework , 1995, Comput. Graph..

[34]  Peter Brusilovsky,et al.  Towards an Adaptive Hypermedia Component for an Intelligent Learning Environment , 1993, EWHCI.

[35]  Thorsten Joachims,et al.  WebWatcher : A Learning Apprentice for the World Wide Web , 1995 .

[36]  Christoph G. Thomas BASAR: A Framework for Integrating Agents in the World Wide Web , 1995, Computer.

[37]  Peter Brusilovsky,et al.  Visual annotation of links in adaptive hypermedia , 1995, CHI 95 Conference Companion.

[38]  John A. Waterworth,et al.  A Pattern of Islands: Exploring Public Information Space in a Private Vehicle , 1994, MHVR.

[39]  Sebastiano Pizzutilo,et al.  User tailored hypermedia explanations , 1993, INTERCHI Adjunct Proceedings.

[40]  Yoshitaka Shibata,et al.  Dynamic hypertext and knowledge agent systems for multimedia information networks , 1993, HYPERTEXT '93.

[41]  Johanna D. Moore,et al.  Pointing: A Way Toward Explanation Dialogue , 1990, AAAI.

[42]  Huaiqing Wang,et al.  A Hypermedia-Based Educational System with Knowledge-Based Guidance. , 1994 .

[43]  Cécile Paris,et al.  Tailoring Object Descriptions to a User's Level of Expertise , 1988, Comput. Linguistics.

[44]  James E. Bruno,et al.  Item Banking: Interactive Testing and Self-Assessment , 1993 .

[45]  I. H. Öğüş,et al.  NATO ASI Series , 1997 .

[46]  Rul Gunzenhäuser,et al.  Hypadapter: An Adaptive Hypertext System for Exploratory Learning and Programming , 1996 .

[47]  Peter Brusilovsky,et al.  ELM-ART: An Intelligent Tutoring System on World Wide Web , 1996, Intelligent Tutoring Systems.

[48]  Aude Dufresne,et al.  Adaptive Navigational Tools for Educational Hupermedia , 1992, ICCAL.

[49]  Sougata Mukherjea,et al.  Visualizing complex hypermedia networks through multiple hierarchical views , 1995, CHI '95.

[50]  James R. Chen,et al.  A User-Centered Approach to Adaptive Hypertext Based on an Information Relevance Model , 1994 .

[51]  Victor Kaptelinin,et al.  Item recognition in menu selection: the effect of practice , 1993, INTERCHI Adjunct Proceedings.