Abstract
High potential values drive the commercial sectors towards the rapid development of Personalization Technology. In response to individual needs, personalization in education not only facilitates students to learn better by using different strategies to create various learning experiences, but also caters teacher’s teaching needs in preparing/designing varied teaching/instructional packages. Empirical results show that using the technologies without regarding pedagogical concepts frequently lead to failure. This paper provides a detailed examination of the opportunities and necessities of Personalized Education (PE) from the perspective of different learning pedagogies. To optimize the benefits of meaningful personalization technologies, we also propose a Personalized Education System (PES) Framework and introduce several PES features that can support personalized teaching and learning under pervasive computing.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Personalized Views of Personalization by Doug Riecken, Guest Editor. Communications of the ACM 43(8) (August 2000)
Personalization of Web Services: Opportunities and Challenges – Monica Bonett, http://www.ariadne.ac.uk/issue28/personalization/
The Art of Personalization, An Oracle White Paper (August 2003)
Covington, M.V., Mueller, K.J.: Intrinsic Versus Extrinsic Motivation: An Approach/Avoidance Reformulation. Educational Psychology Review 13(2), 157–176 (2001)
Hofer, B.K.: Personal Epistemology Research: Implications for Learning and Teaching. Journal of Educational Psychology Review 13(4), 353–383 (2001)
Zahariadis, T., Voliotis, S.: New Trends in Distance Learning Utilising Next Generation Multimedia Networks. Education and Information Technologies 8(1), 67–81 (2001)
Papanikolaou, K.A., Grigoriadou, M., Kornilakis, H., Magoulas, G.D.: Personalizing the Interaction in a Web-based Educational Hypermedia System: the case of INSPIRE. User Modeling and User-Adapted Interaction 13, 213–267 (2003)
Kay, J.: Learner Control. User Modeling and User-Adapted Interaction 11, 111–127 (2001)
Fischer, G.: User Modeling in Human-Computer Interaction. User Modeling and User-Adapted Interaction 11, 65–86 (2001)
Frank, L., Hans-Peter, S.: Recommender Systems for Learning: Building User and Expert Models through Long-Term Observation of Application Use. User Modeling and User-Adapted Interaction 10, 181–207 (2000)
Dimitrios, P., Georgios, P., Christos, P., Constantine, D.S.: Web Usage Mining as a Tool for Personalization: A Survey. User Modeling and User-Adapted Interaction 13, 311–372 (2003)
Reigeluth, C.M., Stein, F.S.: The elaboration theory of instruction. In: Reigeluth, C.M. (ed.) Instructional Design Theories and Models: An Overview of Their Current Status, pp. 335–381. Lawrence Erlbaum Associates, Hillsdale (1983)
Merrill, M.D.: Component Display Theory. In: Reigeluth, C.M. (ed.) Instructional Design Theories and Models: An Overview of Their Current Status, pp. 279–333. Lawrence Erlbaum Associates, Hillsdale (1983)
Van Weert, T.J., Pilot, A.: Task-Based Team Learning with ICT, Design and Development of New Learning. Education and Information Technologies 8(2), 195–214 (2003)
Montilva, J.A., Beatriz, S., Judith, B.: Developing Instructional Web Sites – A Software Engineering Approach. Education and Infromation Technologies 7(3), 201–224 (2002)
Ackerman, P.L.: Traits and Knowledge as Determinants of Learning and Individual Differences: Putting It All Together, Learning and Individual Differences. In: Process, Trait, And Content Determinants, the American Psychological Association, pp. 437–460 (1999)
Simpson, M.L., Nist, S.L.: An update on strategic learning: It’s more than textbook reading strategies. J. Adolesc. Adult Literacy 43(6), 528–541 (2000)
Fok, A.W.P., Ip, H.H.S.: Personalized Education (PE) – Technology Integration for Individual Learning. In: Proceedings of Third IASTED International Conference on Web-Based Education, Innsbruck, Austria, February 16-18, pp. 48–53 (2004)
Bauer, M.: Machine Learning for User Modeling and Plan Recognition, German Research Center for Artificial Intelligence (DFKI). In: Moustakis, V., Herrmann, J. (eds.) Proc. ICML 1996 Workshop Machine Learning meets Human Computer Interaction, pp. 5–16 (1996)
Adomavicius, G., Tuzhilin, A.: Expert-Driven Validation of Rule-Based User Models in Personalization Applications. In: The Proceedings of the 5th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 1999), New York University (2001)
Nuno, D., Jaime, S.S., Helder, C.: On being responsible: how to be individualistic and smile benevolence to the others. In: Proceedings of the 3rd European Conference on Cognitive Science, ECCS 1999, Sienna, Italy, pp. 57–62 (1999)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Fok, A.W.P., Ip, H.H.S. (2004). Personalized Education: An Exploratory Study of Learning Pedagogies in Relation to Personalization Technologies. In: Liu, W., Shi, Y., Li, Q. (eds) Advances in Web-Based Learning – ICWL 2004. ICWL 2004. Lecture Notes in Computer Science, vol 3143. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-27859-7_53
Download citation
DOI: https://doi.org/10.1007/978-3-540-27859-7_53
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-22542-3
Online ISBN: 978-3-540-27859-7
eBook Packages: Springer Book Archive