Activities and Trends Analytics in a Widget based PLE using Semantic Technologies

Selver Softic, Behnam Taraghi, Laurens De Vocht

Abstract

We report about work in progress on tracking the activities and trends of users from logs in a widget based Personal Learning Environment (PLE) using semantic technologies and standards for retrieval. As input for the observations, we are using the data from our self developed PLE with around 4000 active users. Last two years we logged their activities and modeled them with RDF (Resource Description Framework) as base for improvement analysis of existing system. The main objective of this work is to outline how learning environments like PLE can benefit from Semantic Web and its contribution for such efforts like analytics, profiling, recommendations and usability.

References

  1. Augar, N., Raitman, R., and Zhou, W. (2004). Teaching and learning online with wikis. In Atkinson, R., McBeath, C., and Jonas-Dwyer, D., editors, Beyond the comfort zone: Proceedings of the 21st ASCILITE Conference, pages 95-104, Perth.
  2. Downes, S. (2005). E-learning 2.0. eLearn, 2005(10).
  3. Mulwad, V., Finin, T., Syed, Z., and Joshi, A. (2010). Using linked data to interpret tables. In Proceedings of the the First International Workshop on Consuming Linked Data.
  4. O'Reilly, T. (2005). What is web 2.0 - o'reilly media. http://oreilly.com/web2/archive/what-is-web-20.html.
  5. Prinsloo, P., Slade, S., and Galpin, F. (2012). Learning analytics: challenges, paradoxes and opportunities for mega open distance learning institutions. In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge, LAK 7812, pages 130-133, New York, NY, USA. ACM.
  6. Santos, J. L., Govaerts, S., Verbert, K., and Duval, E. (2012). Goal-oriented visualizations of activity tracking: a case study with engineering students. In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge, LAK 7812, pages 143-152, New York, NY, USA. ACM.
  7. Siadaty, M., Jovanovic, J., Pata, K., Holocher-Ertl, T., Gasevic, D., and Milikic, N. (2011). A semantic webenabled tool for self-regulated learning in the workplace. In ICALT, pages 66-70. IEEE Computer Society.
  8. Softic, S., Taraghi, B., and Halb, W. (2009). Weaving social e-learning platforms into the web of linked data. Proceedings of I-SEMANTICS, pages 559-567.
  9. Taraghi, B., Ebner, M., and Clemens, K. (2012). Personal learning environment - generation 2.0. In World Conference on Educational Multimedia, Hypermedia and Telecommunications, pages 1828-1835. AACE.
  10. Taraghi, B., Ebner, M., and Schaffert, S. (2009a). Personal learning environments for higher education: A mashup based widget concept. Proceedings of the Second International Workshop on Mashup Personal Learning Environments (MUPPLE 2009), Nice, France.
  11. Taraghi, B., Ebner, M., Till, G., and Mühlburger, H. (2009b). Personal learning environment-a conceptual study. International Conference on Interactive Computer Aided Learning, pages 25-30.
  12. Taraghi, B., Mühlburger, H., Ebner, M., and Nagler, W. (2009c). Will personal learning environments become ubiquitous through the use of widgets? Proceedings of I-KNOW, 9:329-335.
  13. Taraghi, B., Stickel, C., and Ebner, M. (2011). Survival of the fittest - utilization of natural selection mechanisms for improving ple. Proceedings of the first Workshop on Exploring the Fitness and Evolvability of Personal Learning Environments, pages 4-9.
  14. Towned, N. (2005). Podcasting in higher education,. Media Onlinefocus 22,.
  15. Tuchinda, R., Szekely, P. A., and Knoblock, C. A. (2008). Building mashups by example. In Bradshaw, J. M., Lieberman, H., and Staab, S., editors, IUI, pages 139- 148. ACM.
  16. Verbert, K., Drachsler, H., Manouselis, N., Wolpers, M., Vuorikari, R., and Duval, E. (2011). Dataset-driven research for improving recommender systems for learning. In Proceedings of the 1st International Conference on Learning Analytics and Knowledge, LAK 7811, pages 44-53, New York, NY, USA. ACM.
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Paper Citation


in Harvard Style

Softic S., Taraghi B. and De Vocht L. (2013). Activities and Trends Analytics in a Widget based PLE using Semantic Technologies . In Proceedings of the 5th International Conference on Computer Supported Education - Volume 1: CSEDU, ISBN 978-989-8565-53-2, pages 199-203. DOI: 10.5220/0004414701990203


in Bibtex Style

@conference{csedu13,
author={Selver Softic and Behnam Taraghi and Laurens De Vocht},
title={Activities and Trends Analytics in a Widget based PLE using Semantic Technologies},
booktitle={Proceedings of the 5th International Conference on Computer Supported Education - Volume 1: CSEDU,},
year={2013},
pages={199-203},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004414701990203},
isbn={978-989-8565-53-2},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 5th International Conference on Computer Supported Education - Volume 1: CSEDU,
TI - Activities and Trends Analytics in a Widget based PLE using Semantic Technologies
SN - 978-989-8565-53-2
AU - Softic S.
AU - Taraghi B.
AU - De Vocht L.
PY - 2013
SP - 199
EP - 203
DO - 10.5220/0004414701990203