Visualization and Analysis for Supporting Teachers Using Clickstream Data and Eye Movement Data

Author:

Minematsu Tsubasa,Shimada Atsushi,Taniguchi Rin-ichiro

Publisher

Springer International Publishing

Reference18 articles.

1. Blikstein, P., Worsley, M.: Multimodal learning analytics and education data mining: using computational technologies to measure complex learning tasks. J. Learn. Anal. 3(2), 220–238 (2016)

2. Brinton, C.G., Chiang, M.: MOOC performance prediction via clickstream data and social learning networks. In: 2015 IEEE Conference on Computer Communications (INFOCOM), pp. 2299–2307. IEEE (2015)

3. Davis, D., Chen, G., Hauff, C., Houben, G.J.: Gauging MOOC learners’ adherence to the designed learning path. International Educational Data Mining Society (2016)

4. De Koning, B.B., Tabbers, H.K., Rikers, R.M., Paas, F.: Attention guidance in learning from a complex animation: seeing is understanding? Learn. Instr. 20(2), 111–122 (2010)

5. Flanagan, B., Shimada, A., Yang, S., Chen, B.L., Shih, Y.C., Ogata, H.: Predicting performance based on the analysis of reading behavior: a data challenge. In: Companion Proceedings 9th International Conference on Learning Analytics & Knowledge (LAK 2019), March 2019

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