Analytics of Real-world Learning by Re-constructing Time-series Occurrence of Qualitatively Different Learning and 3D Human Attention
PROCEEDINGS
Masaya Okada, Graduate School of Informatics, Shizuoka University, Japan ; Masahiro Tada, Faculty of Science and Engineering, Kindai University, Japan
E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education, in New Orleans, LA, USA ISBN 978-1-939797-12-4 Publisher: Association for the Advancement of Computing in Education (AACE), San Diego, CA
Abstract
Unlike classroom desktop learning, it is hard to assess the situation of real-world learning in which collaborative learners autonomously and diversely conduct themselves in an outdoor field. This paper proposes a new concept of sensor-based analytics for real-world learning by selecting environmental learning in nature as a model case. Our originality is concentrated on our viewpoints: (1) a learner three-dimensionally uses his/her body to search, notice, and examine diverse pieces of information embedded in the world, (2) knowledge and behavior are co-constructed through inter-system interactions between a human and the environment. From these viewpoints, we analyzed the time-series occurrence of learning activities in a natural field and then obtained observation results showing that qualitatively different learning (e.g., superficial and concrete-level observation, abstract and meta-level consideration) is accompanied by different time-series patterns of the 3D transition of human
Citation
Okada, M. & Tada, M. (2014). Analytics of Real-world Learning by Re-constructing Time-series Occurrence of Qualitatively Different Learning and 3D Human Attention. In T. Bastiaens (Ed.), Proceedings of World Conference on E-Learning (pp. 1476-1485). New Orleans, LA, USA: Association for the Advancement of Computing in Education (AACE). Retrieved March 28, 2024 from https://www.learntechlib.org/primary/p/148781/.
© 2014 Association for the Advancement of Computing in Education (AACE)
Keywords
References
View References & Citations Map- Belgrade Charter (1975). A global framework for environmental education. Belgrade, Yugoslavia. The International Environmental Education Programme.
- Bloom, B.S. (1976). Human Characteristics and School Learning. McGraw-Hill, New York.
- Chu, H.-C., Hwang, G.-J., Tsai, C.-C., & Tseng, J.C.R. (2010). A two-tier test approach to developing location-aware mobile learning systems for natural science courses. Computers& Education, 55(4): 1618-1627.
- Cobb, T. (1999). Applying constructivism: A test for the learner-as-scientist. Educational Technology Research and Development, 47(3):15-31.
- Ericsson, K.A. & Simon, H.A. (1984). Protocol Analysis: Verbal Reports as Data. The MIT Press, Cambridge, MA.
- Lave, J. & Wenger, E. (1991). Situated Learning: Legitimate Peripheral Participation. Cambridge University Press, Cambridge, UK.
- Mizukoshi, T. & Kihara, T. (1995). Creation of New Environmental Education (in Japanese). Minerva Shobo, Kyoto.
- Novak, J.D. & Gowin, D.B. (1984). Learning How to Learn. Cambridge University Press, Cambridge, UK.
- Okada, M. & Tada, M. (2011). Method to analyze spatial characteristics of a real-world learning field. In Bastiaens, T. & Ebner, M., editors, Proc. ED-MEDIA2011, pages 1413-1422, Lisbon, Portugal. AACE.
- Okada, M. & Tada, M. (2012). Multimodal analysis of spatial characteristics of a real-world learning field. Proc. WMUTE2012, pages 25-32, Kagawa, Japan. IEEE.
- Okada, M. & Tada, M. (2014). Multi-perspective indexing of diverse spatial characteristics of an outdoor field toward redesigning of real-world learning. Journal of Educational Multimedia and Hypermedia, 23(1): 55-89.
- Pellegrino, J.W., Chudowsky, N., & Glaser, R. (2001). Knowing What Students Know: The Science and Design of Educational Assessment. National Academies Press, Washington, D.C.
- Skinner, B.F. (1968). The Technology of Teaching. Prentice-Hall, Englewood Cliffs, NJ.
- Vygotsky, L.S. (1978). Mind in Society: The Development of Higher Psychological Processes. Harvard University Press, Cambridge, UK. E-Learn 2014-New Orleans, LA, United States, October 27-30, 2014-1485 DASHDASH
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