Abstract
We present basic concepts and an outlook on current approaches and techniques of personal learning environments to point out their demands, focussing on recommendations in self-regulated learning scenarios as a major basic functionality of PLEs. In the context of the ROLE project, we explain how we plan to meet these demands by using user observations stored in the format of the contextualized attention metadata schema.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Taraghi, B., Ebner, M., Till, G., Mühlburger, M.: Personal Learning Environment – a Conceptual Study. In: International Conference on Interactive Computer Aided Learning, pp. 25–30 (2009)
Field, J.: Lifelong Learning and the New Educational Order, 2nd edn. Trentham Books Ltd., Staffordshire (2006)
Harmelen, M.V.: Personal Learning Environments. In: ICALT 2006: Proceedings of the Sixth IEEE International Conference on Advanced Learning Technologies, pp. 815–816. IEEE Computer Society, Washington (2006)
O’Reilly, T.: What is Web 2.0: Design Patterns and Business Models for the next generation of software, http://www.oreillynet.com/pub/a/oreilly/
Drachsler, H., Pecceu, D., Arts, T., Hutten, E., Rutledge, L., Van Rosmalen, P., Hummel, H.G.K., Koper, R.: ReMashed - Recommendations for Mash-Up Personal Learning Environments. In: Cress, U., Dimitrova, V., Specht, M. (eds.) EC-TEL 2009. LNCS, vol. 5794, pp. 788–793. Springer, Heidelberg (2009)
Schaffert, S., Hilzensauer, W.: On the way towards Personal Learning Environments: Seven crucial aspects. Elearning papers 9, 1–10 (2008)
Sternberg, R.J., Williams, W.M.: Educational Psychology, 2nd edn. Ally& Bacon, Boston (2009)
Zimmerman, B.J.: A social cognitive view of self-regulated academic learning. Journal of Educational Psychology 81(3), 329–339 (1989)
Aviram, R., Ronen, Y., Sarid, A., Hagani, S., Winer, A.: iClass pedagogical model and guidelines (Final version). An FP6 K12 elearning integrated project, Deliverable Number: D3.1 (2008)
Nussbaumer, A., Fruhmann, K.: Common psycho-pedagogical framework. ROLE Deliverable 6.1 (15.02.2009)
Steffens, K.: Self-Regulated Learning in Technology-Enhanced Learning Environments: Lessons of a European Peer Review. European Journal of Education 41(3/4), 353–379 (2006)
Meier, J., Homer, A., Hill, D., Taylor, J., Bansode, P., Wall, L. (eds.): Rich Client Application Architecture Guide. Microsoft (2008)
Sire, S., Paquier, M., Vagner, A., Bogaerts, J.: A messaging API for inter-widgets communication. In: Proceedings of the 18th international conference on World Wide Web, pp. 1115–1116. ACM, New York (2009)
Allamaraju, S., Avedal, K., Browett, R., et al.: Professional Java Server Programming. Wrox Press, Birmingham (2001)
Krüger, G.: GoTo Java 2. Addison-Wesley, München (2000)
Widgets 1.0 Packaging and Configuration - W3C Working Draft, http://www.w3.org/TR/widgets/
Widgets 1.0 APIs and Events - W3C Working Draft, http://www.w3.org/TR/widgets-apis/
Ferdinand, P., Kiefel, A.: Survey on existing Models. ROLE Deliverable 2.1 (30.10.2009)
Kay, J.: Learner control. User Modeling and User-Adapted Interaction 11, 111–127 (2001)
Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering 17(6), 734–749 (2005)
Salton, G.: Automatic Text Processing. Addison-Wesley, Reading (1989)
van Meteren, R., van Someren, M.: Using content-based filtering for recommendation. In: Proceedings of MLnet/ECML2000 Workshop, Barcelona, Spain (2000)
Pazzani, M., Muramatsu, J., Billsus, D.: Syskill & Webert: Identifying interesting Web sites. In: Proceedings of Thirteenth National Conference on Artificial Intelligence, AAAI 1996, Portland, OR, pp. 54–61 (1996)
Candillier, L., Jack, K., Fessant, F., Meyer, F.: State-of-the-Art Recommender Systems. In: Chevalier, M., Julien, C., Soule-Dupuy, C. (eds.) Collaborative and Social Information Retrieval and Access - Techniques for Improved User Modeling, 1st edn., ch. 1, pp. 1–22. Idea Group Publishing, USA (2008)
Linden, G., Smith, B., York, J.: Amazon.com Recommendations - Item-to-Item Collaborative Filtering. IEEE Internet Computing 7(1), 76–80 (2003)
Sarwar, B., Karypis, G., Konstan, J., Riedl, J.: Item-Based Collaborative Filtering Recommendation Algorithms. In: Proceedings of the 10th International World Wide Web Conference, pp. 285–295. ACM Press, New York (2001)
Burke, R.: Hybrid recommender systems: Survey and experiments. The Adaptive Web (2007)
Melville, P., Mooney, R.J., Nagarajan, R.: Content-Boosted Collaborative Filtering for Improved Recommendations. In: Proceedings of the 18th National Conference for Artificial Intelligence (2002)
Mobasher, B., Jin, X., Zhou, Y.: Semantically Enhanced Collaborative Filtering on the Web. In: Berendt, B., Hotho, A., Mladenič, D., van Someren, M., Spiliopoulou, M., Stumme, G. (eds.) EWMF 2003. LNCS (LNAI), vol. 3209, pp. 57–76. Springer, Heidelberg (2004)
Smyth, B., Cotter, P.: A Personalized TV Listings Service for the Digital TV Age. Journal of Knowledge-Based Systems 13(2-3), 53–59 (2000)
Lindstaedt, S., de Hoog, R., Aehnelt, M.: APOSDLE: Contextualized Collaborative Knowledge Work Support, http://www.ecscw09.org/proceedings/ecscw09_submission_116.pdf
Somech, S., Schellas, Y., Dotan, I., Ronen, Y.: iClass Methodologies, iClass Deliverable D3.3 (1.7.2007)
Schoonenboom, J.: Trails of Digital and Non-Digital LOs, Kaleidoscope Deliverable D22.2.2 (14.7.2004), http://www.dcs.bbk.ac.uk/trails/docs/D22-02-01-F.pdf
DFKI & Saarland University: ActiveMath - Tutorial Component (30.1.2008), http://www.activemath.org/Software/Tutorial-Component
Wild, F. (ed.): Mash-Up Personal Learning Environments, iCamp Deliverable D3.4 (January 2009), http://www.icamp.eu/wp-content/uploads/2009/01/d34_icamp_final.pdf
Drachsler, H., Herder, E., Kalz, M., Kärger, P.: The Hybrid Personalizer - Software Documentation (16.6.2008), http://dspace.ou.nl/bitstream/1820/1279/1/HybridPersonalizer.pdf
Rafaeli, S., Barak, M., Dan-Gur, Y., Toch, E.: QSIA - a Web-based environment for learning, assessing and knowledge sharing in communities. Computers & Education 43(3), 273–289 (2004)
Wolpers, M., Najjar, J., Verbert, K., Duval, E.: Tracking Actual Usage: the Attention Metadata Approach. Educational Technology and Society 10(3), 106–121 (2007)
Albert, D., Lukas, J. (eds.): Knowledge spaces: theories, empirical research, and applications. Lawrence Erlbaum Associates, Mahwah (1999)
Standard for Information Technology – Public and Private Information (PAPI) for Learners (PAPI Learner). IEEE Learning Technology Standardization Committee (LTSC) Version 8, draft (2001), CEN-WSLT, http://www.cen-ltso.net/main.aspx?put=230
IMS Learner Information Package Summary of Changes. Version 1.0.1, Final Specification. IMS Global Learning Consortium, Inc. (2005), http://www.imsglobal.org/profiles/lipv1p0p1/imslip_sumcv1p0p1.html
Zimmermann, A., Lorenz, A., Oppermann, R.: An operational definition of context. In: Kokinov, B., Richardson, D.C., Roth-Berghofer, T.R., Vieu, L. (eds.) CONTEXT 2007. LNCS (LNAI), vol. 4635, pp. 558–571. Springer, Heidelberg (2007)
Muñoz-Merino, P.J., Delgado Cloos, C., Muñoz-Organero, M., Wolpers, M., Friedrich, M.: An Approach for the Personalization of Exercises based on Contextualized Attention Metadata and Semantic Web technologies. In: Jemni, M., Kinshuk, Sampson, D., Spector, J.M. (eds.) ICALT 2010: Proceedings of the Tenth IEEE International Conference on Advanced Learning Technologies, pp. 89–91. IEEE Computer Society, Los Alamitos (2010)
Muñoz-Merino, P.J., Delgado Cloos, C.: A software player for providing hints in problem-based learning according to a new specification. Computer Applications in Engineering Education 17, 272–284 (2009)
Guzman, E., Conejo, R.: Self-assessment in a feasible, adaptive web-based testing system. IEEE Transactions on Education 48, 658–663 (2005)
Schmitz, H.-C., Scheffel, M., Friedrich, M., Jahn, M., Niemann, K., Wolpers, M.: CAMera for PLE. In: Cress, U., Dimitrova, V., Specht, M. (eds.) EC-TEL 2009. LNCS, vol. 5794, pp. 507–520. Springer, Heidelberg (2009)
Stefaner, M., Dalla Vecchia, E., Condotta, M., Wolpers, M., Specht, M., Apelt, S., Duval, E.: MACE - Enriching Architectural Learning Objects for Experience Multiplication. In: Duval, E., Klamma, R., Wolpers, M. (eds.) EC-TEL 2007. LNCS, vol. 4753, pp. 322–336. Springer, Heidelberg (2007)
Scheffel, M., Wolpers, M., Beer, F.: Analyzing Contextualized Attention Metadata with Rough Set Methodologies to Support Self-regulated Learning. In: Jemni, M., Kinshuk, Sampson, D., Spector, J.M. (eds.) ICALT 2010: Proceedings of the Tenth IEEE International Conference on Advanced Learning Technologies, pp. 125–129. IEEE Computer Society, Los Alamitos (2010)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Kirschenmann, U., Scheffel, M., Friedrich, M., Niemann, K., Wolpers, M. (2010). Demands of Modern PLEs and the ROLE Approach. In: Wolpers, M., Kirschner, P.A., Scheffel, M., Lindstaedt, S., Dimitrova, V. (eds) Sustaining TEL: From Innovation to Learning and Practice. EC-TEL 2010. Lecture Notes in Computer Science, vol 6383. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16020-2_12
Download citation
DOI: https://doi.org/10.1007/978-3-642-16020-2_12
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-16019-6
Online ISBN: 978-3-642-16020-2
eBook Packages: Computer ScienceComputer Science (R0)