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2017 | OriginalPaper | Buchkapitel

2. Personalization and Adaptation in E-Learning Systems

verfasst von : Aleksandra Klašnja-Milićević, Boban Vesin, Mirjana Ivanović, Zoran Budimac, Lakhmi C. Jain

Erschienen in: E-Learning Systems

Verlag: Springer International Publishing

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Abstract

Personalization is a feature that occurs separately within each system that supports some kind of users’ interactions with the system. Generally speaking term “Personalization” means the process of deciding what the highest value of an individual is if (s)he has a set of possible choices. These choices can range from a customized home page “look and feel” to product recommendations or from banner advertisements to news content. In this monograph we are interested in personalization in educational settings. The topic of personalization is strictly related to the shift from a teacher-centred perspective of teaching to a learner-centred, competency-oriented one. Two main approaches to the personalization can be distinguished: user-profile based personalization and rules-based personalization. In the first case this is the process of making decisions based upon stored user profile information or predefined group membership. In the second case this is the process of making decisions based on pre-defined business rules as they apply to a segmentation of users. This chapter presents the most popular adaptation forms of educational materials to learners.

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Literatur
Zurück zum Zitat Baguley, M., Danaher, P. A., Davies, A., De George-Walker, L., Matthews, K. J., Midgley, W., et al. (2014). Educational learning and development: building and enhancing capacity. Palgrave Macmillan. Baguley, M., Danaher, P. A., Davies, A., De George-Walker, L., Matthews, K. J., Midgley, W., et al. (2014). Educational learning and development: building and enhancing capacity. Palgrave Macmillan.
Zurück zum Zitat Brusilovsky, P. (2004). KnowledgeTree: a distributed architecture for adaptive e-learning. In WWW Alt. ’04: Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters (pp. 104–113). http://doi.org/10.1145/1013367.1013386 Brusilovsky, P. (2004). KnowledgeTree: a distributed architecture for adaptive e-learning. In WWW Alt. ’04: Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters (pp. 104–113). http://​doi.​org/​10.​1145/​1013367.​1013386
Zurück zum Zitat Haake, M., & Gulz, A. (2008). Visual stereotypes and virtual pedagogical agents. Educational Technology and Society, 11(4), 1–15. Haake, M., & Gulz, A. (2008). Visual stereotypes and virtual pedagogical agents. Educational Technology and Society, 11(4), 1–15.
Zurück zum Zitat Khemaja, M., & Taamaallah, A. (2016). Towards situation driven mobile tutoring system for learning languages and communication skills: Application to users with specific needs. Journal of Educational Technology & Society, 19(1). Khemaja, M., & Taamaallah, A. (2016). Towards situation driven mobile tutoring system for learning languages and communication skills: Application to users with specific needs. Journal of Educational Technology & Society, 19(1).
Zurück zum Zitat Klašnja-Milićević, A., Vesin, B., Ivanović, M., & Budimac, Z. (2011). E-Learning personalization based on hybrid recommendation strategy and learning style identification. Computers & Education, 56(3), 885–899.CrossRef Klašnja-Milićević, A., Vesin, B., Ivanović, M., & Budimac, Z. (2011). E-Learning personalization based on hybrid recommendation strategy and learning style identification. Computers & Education, 56(3), 885–899.CrossRef
Metadaten
Titel
Personalization and Adaptation in E-Learning Systems
verfasst von
Aleksandra Klašnja-Milićević
Boban Vesin
Mirjana Ivanović
Zoran Budimac
Lakhmi C. Jain
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-41163-7_2

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