Monitoring and feedback of learning processes in virtual worlds through analytics architectures: A real case

The application of techniques related to Learning Analytics, including the recovery and processing of data and evidences related with the learning tasks, might result capital to improve educational processes that occurs within the virtual worlds. This paper aims to show a real example of application of a learning analytics framework which supports a real case of practical learning in a 3D virtual environment, analyzing in depth the problems that arises there from. As remarkable outcomes, this paper shows a whole system that comprises several tools, which make possible the automatization of a learning process inside a virtual world with the subject of quality assurance in pharmacy laboratories.

[1]  Christian Glahn,et al.  Using the ADL Experience API for Mobile Learning, Sensing, Informing, Encouraging, Orchestrating , 2013, 2013 Seventh International Conference on Next Generation Mobile Apps, Services and Technologies.

[2]  Juan Cruz-Benito,et al.  Usalpharma: A Cloud-Based Architecture to Support Quality Assurance Training Processes in Health Area Using Virtual Worlds , 2014, TheScientificWorldJournal.

[3]  Prashant Malik,et al.  Cassandra: a decentralized structured storage system , 2010, OPSR.

[4]  Maria Virvou,et al.  Combining Software Games with Education: Evaluation of its Educational Effectiveness , 2005, J. Educ. Technol. Soc..

[5]  George Siemens,et al.  Learning analytics: envisioning a research discipline and a domain of practice , 2012, LAK.

[6]  Wojciech Cellary,et al.  Evaluation of learners' attitude toward learning in ARIES augmented reality environments , 2013, Comput. Educ..

[7]  Francisco J. García-Peñalvo,et al.  Semantic Spiral Timelines Used as Support for e-Learning , 2009, J. Univers. Comput. Sci..

[8]  Marcel Muntaner i Raich Tin Can API , 2015 .

[9]  Iván Martínez-Ortiz,et al.  E-Learning standards and learning analytics. Can data collection be improved by using standard data models? , 2013, 2013 IEEE Global Engineering Education Conference (EDUCON).

[10]  Jeremy J. Carroll,et al.  Resource description framework (rdf) concepts and abstract syntax , 2003 .

[11]  Dmitri Williams,et al.  The Mapping Principle, and a Research Framework for Virtual Worlds , 2010 .

[12]  George Siemens,et al.  Penetrating the fog: analytics in learning and education , 2014 .