Abstract
This article introduces an approach to adaptive wayfinding support for lifelong learners based on self- organisation theory. It describes an architecture which supports the recording, processing and presentation of collective learner behaviour designed to create a feedback loop informing learners of successful paths towards the attainment of their learning objectives. The approach is presented as an alternative to methods of achieving adaptation in hypermedia-based learning environments which involve learner modelling.
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References
Brockett, R.G., Hiemstra, R., Jarvis, P.: Self-direction in adult learning: Perspectives on theory, research, and practice. Routledge, London (1991)
Candy, P.C., Knox., A.B.: Self-Direction for Lifelong Learning. The Jossey-Bass Higher and Adult Education Series. Jossey-Bass Inc., San Franciso (1991)
Darken, R.P., Peterson, B.: Spatial Orientation, Wayfinding, and Representation. In: Stanney, K.M. (ed.) Handbook of Virtual Environments: Design, Implementation, and Applications, Lawrence Erlbaum Assoc., New Jersey (2002)
Brusilovsky, P.: Adaptive Hypermedia. User Modeling and User-Adapted Interaction 11, 87–110 (2001)
Simpson, O., Lockwood, F.: Supporting students in online, open and distance learning. Open and Distance Learning Series. Kogan Page, London (2000)
CEDEFOP: Adaptive Hypermedia - its role in lifelong learning .European Centre for the Development of Vocational Training (2003)
De Bra, P., Brusilovsky, P., Houben, G.-J.: Adaptive Hypermedia: From Systems to Framework. ACM Computing Surveys 31(4) (1999)
Self, J.: User Modelling in Open Learning Systems. In: Whiting, J., Bell, D.A. (eds.) Tutoring and Monitoring Facilities for European Open Learning, Elsevier, Amsterdam (1987)
Hadeli, P.V., Zamfirescu, C.B., Van Brussel, H., Saint Germain, B., Holvoet, T., Steegmans, E.: Self-Organising in Multi-agent Coordination and Control Using Stigmergy. In: Di Marzo Serugendo, G., Karageorgos, A., Rana, O.F., Zambonelli, F. (eds.) ESOA 2003. LNCS (LNAI), vol. 2977, Springer, Heidelberg (2004)
Bonabeau, E., Dorigo, M., Theraulaz, G., Bonabeau, E.: Introduction, in Swarm Intelligence. Oxford University Press, Oxford (1999)
Theraulaz, G., Bonabeau, E.: A Brief History of Stigmergy. Artificial Life 5(2), 97–116 (1999)
Koper, E.J.R., Giesbers, B., Van Rosmalen, P., Sloep, P., Van Bruggen, J., Tattersall, C., Vogten, H., Brouns, F.: A Design Model for Lifelong Learning Networks. Interactive Learning Environments (2004) (in press)
Punin, J.R., Krishnamoorthy, M.S., Zaki, M.J.: Web Usage Mining: Languages and Algorithms, in Studies in Classification, Data Analysis, and Knowledge Organization. Springer, Heidelberg (2001)
IEEE: IEEE Draft Standard for Learning Technology - Learning Technology Systems Architecture.IEEE, New York (2001)
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Tattersall, C., van den Berg, B., van Es, R., Janssen, J., Manderveld, J., Koper, R. (2004). Swarm-Based Adaptation: Wayfinding Support for Lifelong Learners. In: De Bra, P.M.E., Nejdl, W. (eds) Adaptive Hypermedia and Adaptive Web-Based Systems. AH 2004. Lecture Notes in Computer Science, vol 3137. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-27780-4_46
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DOI: https://doi.org/10.1007/978-3-540-27780-4_46
Publisher Name: Springer, Berlin, Heidelberg
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