Abstract
Personalization of feedback and instruction has often been considered as a key feature in learning support. The adaptations of the instructional process to the individual and its different aspects have been investigated from different research perspectives as learner modelling, intelligent tutoring systems, adaptive hypermedia, adaptive instruction and others. Already in the 1950s first commercial systems for adaptive instruction for trainings of keyboard skills have been developed utilizing adaptive configuration of feedback based on user performance and interaction footprints (Pask 1964). Around adaptive instruction there is a variety of research issues bringing together interdisciplinary research from computer science, engineering, psychology, psychotherapy, cybernetics, system dynamics, instructional design, and empirical research on technology enhanced learning. When classifying best practices of adaptive instruction different parameters of the instructional process have been identified which are adapted to the learner, as: sequence and size of task difficulty, time of feedback, pace of learning speed, reinforcement plan and others these are often referred to the adaptation target. Furthermore Aptitude Treatment Interaction studies explored the effect of adapting instructional parameters to different characteristics of the learner (Tennyson and Christensen 1988) as task performance, personality characteristics, or cognitive abilities, this is information is referred to as adaptation mean.
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References
Anderson, J. R. et al.: Skill acquisition and the LISP tutor. Cognitive Sci. 13, 467–505 (1989)
Bardram, J. E., Hansen, T. R.: The AWARE architecture: supporting context-mediated social awareness in mobile cooperation. In ACM Conference on Computer Supported Cooperative Work, 2004, pp. 192–201
Benford, S. et al.: Expected, sensed, and desired: A framework for designing sensing-based interaction. ACM Trans. Comput.-Hum. Interact. 12(1), 3–30 (2005)
Benyon, D., Murray, D.: Adaptive Systems: from intelligent tutoring to autonomous agents. Knowledge-Based Syst. 6(4), 197–219 (1993)
Bo, G.: MOBILEARN: Project final report (2002)
Brusilovsky, P.: Methods and techniques of adaptive hypermedia. User Modeling and User-Adapted Interaction, Vol. 6, No. 2–3 (Kluwer, Amsterdam, 1996) pp. 87–129
Brusilovsky, P.: Efficient techniques of adaptive hypermedia: In Intelligent Hypertext (Springer, Berlin, Heidelberg, New York 1997) pp. 12–27
Brusilovsky, P. et al.: Towards adaptive learning environments: In Herausforderungen eines globalen Informationsverbundes für die Informatik: GISI 95(Springer-Verlag, Berlin 1995) pp. 322–329
Carbonell, J. R.: AI in CAI: An artificial intelligence approach to computer aided instruction. IEEE/MMS 11(4), 190–202 (1970)
Carroll, J. M., Carrithers, C.: Training wheels in a user interface. Communications of the Association for Computing Machinery 27, 800–806 (1984)
Clancey, W. J.: Knowledge Based Tutoring: The GUIDON Program (MIT Press, Cambridge 1987) p. 377
De Jong, T., Specht, M., Koper, R.: A reference model for mobile social software for learning. International Journal of Continuing Engineering Education and Life-Long Learning (IJCEELL). 18(1), 118–138 (2008)
Dey, A. K., Abowd, G. D.: Towards a better understanding of context and context-awareness. Technical Report GIT-GVU-99-22(College of Computing, Georgia Institute of Technology 1999)
Green, H., Hannon, C.: “Their Space”: Education for a digital generation. (2007)
Equator Project: The EQUATOR Interdisciplinary Research Collaboration (2003)
Farnham, S. et al.: Wallop: designing social software for co-located social networks. In 37th Annual Hawaii International Conference on System Sciences (Hawaii 2004) pp. 107–116
Farzan, R., Brusilovsky, P.: Social navigation support in e-learning: what are the real footprints? In Intelligent Techniques for Web Personalisation (ITWP’05) (Edinburgh, Scotland 2005)
Feiner, S. K., McKeown, K. R.: Automating the generation of coordinated multimedia explanations: In Intelligent Multimedia Interfaces (AAAI Press/MIT Press, Boston 1993) pp. 117–138
Gross, T., Specht, M.: Awareness in context-aware information systems. In Proceedings of the Mensch und Computer – 1. Fachübergreifende Konferenz, Bad Honnef, Germany (Teubner-Verlag, Bad Honnef, Germany 2001) pp. 173–182
Heckmann, D.: Ubiquitous User Modelling (Akademische Verlagsgesellschaft Aka GmbH, Berlin, Germany 2006)
Hilzensauer, W.: The MOSEP E-portfolio course: a new didactic concept for teachers and vocational trainers. ERCIM-News 71(October), 18–19 (2007)
Jameson, A.: Modelling both the context and the user. Personal Technologies 5(1), 29–33 (2001)
Johnson, L. W., Rickel, J., Stiles, R., Munro, A.: Integrating pedagogical agents in a virtual environment for training. Presence, 7(6), 523–546 (1998)
Kim, W.: Personalization: definition, status, and challenges ahead. J. Object Technol. 1(1), 29–40 (2002)
Kobsa, A., Wahlster, W. (Eds.): User Models in Dialog Systems. (1989), Berlin: Springer
Kobsa, A.: Generic user modeling systems. J. User Model. User-Adapt. Interact. 11(1), 49–63 (2001)
Kobsa, A., Wahlster, W. (eds.): User Models in Dialog Systems (Springer, Berlin 1989)
Konomi, S. I.: QueryLens: beyond ID-based information access. In UbiComp 2002: Ubiquitous Computing: 4th International Conference(Springer, Berlin, Göteborg, Sweden 2002)
Leutner, D.: Adaptive Lehrsysteme; Instruktionspsychologische Grundlagen und experimentelle Analysen (Beltz, Winheim 1992) p. 246
Mattila, P., Fordel, T.: MOOP – using m-learning environment in primary schools. In MLEARN 2005, Cape Town, South Africa, 2005
Ogata, H., Yano, Y.: Knowledge awareness map for computer-supported ubiquitous language-learning. In The 2nd IEEE International Workshop on Wireless and Mobile Technologies in Education (WMTE ’04), 2004a, pp. 19–26
Ogata, H., Yano, Y.: Context-aware support for computer-supported ubiquitous learning. In The 2nd IEEE International Workshop on Wireless and Mobile Technologies in Education (WMTE ’04), 2004b, pp. 27–34
Oppermann, R.: Adaptively supported adaptability. Int. J. Human-Comput. Stud. 40, 544–472 (1994)
Oppermann, R., Specht, M.: A context-sensitive nomadic exhibition guide. In Proceedings of the Second Symposium on Handheld and Ubiquituous Computing (Springer-Verlag, Bristol, UK 2000) pp. 127–142
Pask, G.: The adaptive teaching system: In Teaching Machines and Programming (Pergamon Press, Oxford, London 1964)
Schilit, B. N. et al.: Context-aware computing applications. In Proceedings of the Workshop on Mobile Computing Systems and Applications, Santa Cruz, CA, 1994, pp. 85–90
Schoen, D. A.: The Reflective Practitioner: How Professionals Think in Action. (1983), London: Maurice Temple Smith
Specht, M.: Adaptive Methoden in computerbasierten Lehr/Lernsystemen, GMD Research Series (University of Trier, Trier 1998) p. 150
Specht, M., Kobsa, A.: Interaction of domain expertise and interface design in adaptive educational hypermedia. In Workshop on Adaptive Hypermedia Held on Conference on UM99 and WWW99, 1999, pp. 89–93
Specht, M., Kravcik, M.: Authoring of learning objects in context. Int. J. E-Learn. 5(1), 25–33 (2006)
Stefaner, M. et al.: MACE – enriching architectural learning objects for experience multiplication. In 2nd European Conference on Technology Enhanced Learning EC-TEL(Springer, New York 2007) pp. 322–336
Tennyson, R. D., Christensen, D. L.: MAIS: an intelligent learning system, In Instructional Designs for Microcomputer Courseware (Erlbaum, Hillsdale, NJ 1988)
Wild, F. et al.: First International Workshop on Mashup Personal Learning Environments (MUPPLE08). In 3rd European Conference on Technology Enhanced Learning (EC-TEL’08)(CEUR Workshop Proceedings, Maastricht, The Netherlands 2008)
Yatani, K. et al.: Musex: a system for supporting children’s collaborative learning in a museum with PDAs. In The 2nd IEEE International Workshop on Wireless and Mobile Technologies in Education (WMTE ’04), 2004, pp. 109–113
Zimmermann, A. et al.: Personalization and context-management. User modeling and user adaptive interaction (UMUAI), Special Issue on User Modeling in Ubiquitous Computing 15(3–4), 275–302 (2005a)
Zimmermann, A. et al.: Applications of a context-management system. In Proceedings of the 5th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT-05)(Springer, Paris, France 2005b) pp. 556–569
Zimmermann, A. et al.: An operational definition of context. In 6th International and Interdisciplinary Conference on Modelling and Using Context (Context 07), Lecture Notes in Artificial Intelligence 4635, Roskilde, Denmark, August 20–24, 2007, pp. 558–571
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Specht, M. (2009). Towards Contextualized Learning Services. In: Koper, R. (eds) Learning Network Services for Professional Development. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-00978-5_14
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