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Implementing an Adaptive Learning System with the Use of Experience API

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Abstract

With the evolution of e-learning and its transformation into mobile learning, SCORM fails to keep up with learner’s need to discover knowledge through multiple and diverse sources. ADL’s Experience API (xAPI) fills this gap and offers a novel and flexible way to keep track of a learner’s activities and progress. In this paper, the xAPI and the concept behind it are shortly discussed, a brief comparison with SCORM is attempted and an innovative implementation of an adaptive LMS-free learning system with the use of xAPI is presented.

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References

  1. Experience API/ Tin Can API. http://experienceapi.com

  2. Murray, K., Berking, P., Haag, J., Hruska, N.: Mobile Learning and ADL’ s Experience API Overview of the xAPI, pp. 45–49 (2013)

    Google Scholar 

  3. Lim, K.C.: Case Studies of xAPI Applications to E-Learning, pp. 11–12 (2015)

    Google Scholar 

  4. ADL. http://www.adlnet.gov/

  5. The xAPI Overview. https://www.adlnet.gov/xAPI

  6. SCORM Overview. http://www.adlnet.gov/SCORM

  7. Moisa, V.: Adaptive learning management system. J. Mob. Embed. Distrib. Syst. 5, 70–77 (2013)

    Google Scholar 

  8. Ruano, I., Cano, P., Gámez, J., Gómez, J.: Advanced LMS Integration of SCORM Web Laboratories, p. 4 (2016)

    Google Scholar 

  9. The LETSI SCORM 2.0 White Papers. https://scorm.com/tincanoverview/the-letsi-scorm-2-0-white-papers/

  10. Experience API, Appendix A: Revision History. https://github.com/adlnet/xAPI-Spec/blob/master/xAPI-About.md#Appendix1A

  11. xAPI-Spec. https://github.com/adlnet/xAPI-Spec/

  12. Glahn, C.: Using the ADL experience API for mobile learning, sensing, informing, encouraging, orchestrating. In: 2013 Seventh International Conference on Next Generation Mobile Apps, Services and Technologies (NGMAST), pp. 268–273. IEEE (2013)

    Google Scholar 

  13. Rustici Software: Tin Can API Registry. https://registry.tincanapi.com/#home

  14. Benedek, A.: Learning design versus learning experience design: is the experience API making the difference? In: Edulearn13 Proceedings, pp. 1926–1936 (2013)

    Google Scholar 

  15. Paramythis, A., Loidl-Reisinger, S.: Adaptive learning environments and e-learning standards. In: 2nd European Conference on e-learning, vol. 1, pp. 369–379 (2003)

    Google Scholar 

  16. Poeppelman, T., Hruska, M., Long, R., Amburn, C.: Interoperable performance assessment for individuals and teams using experience API. In: Proceedings of the 2nd Annual GIFT Users Symposium, pp. 1–8 (2014)

    Google Scholar 

  17. Del Blanco, A., Serrano, A., Freire, M., Martinez-Ortiz, I., Fernandez-Manjon, B.: E-learning standards and learning analytics. Can data collection be improved by using standard data models? In: EDUCON, 2013, pp. 1255–1261. IEEE (2013)

    Google Scholar 

  18. Long, P., Siemens, G.: Penetrating the fog: analytics in learning and education. In: EDUCAUSE Review, vol. 46 (2011)

    Google Scholar 

  19. Nine Practical Uses of the Tin Can API (xAPI). https://www.youtube.com/watch?v=8LFhDdqQ13A

  20. ADL’s Open Source Learning Record Store (LRS). https://github.com/adlnet/ADL_LRS

  21. Articulate Storyline. https://www.articulate.com/downloads/storyline-2/

  22. TinCan Javascript Library. http://rusticisoftware.github.io/TinCanJS/

  23. Rustici Software: Experience API Adopters. https://experienceapi.com/adopters

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Correspondence to Spyros Panagiotakis .

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© 2018 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Papadokostaki, K., Panagiotakis, S., Vassilakis, K., Malamos, A. (2018). Implementing an Adaptive Learning System with the Use of Experience API. In: Brooks, A., Brooks, E., Vidakis, N. (eds) Interactivity, Game Creation, Design, Learning, and Innovation. ArtsIT DLI 2017 2017. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 229. Springer, Cham. https://doi.org/10.1007/978-3-319-76908-0_38

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  • DOI: https://doi.org/10.1007/978-3-319-76908-0_38

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-76907-3

  • Online ISBN: 978-3-319-76908-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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