Using SAP Predictive Analytics to Analyze Individual Student Profiles in LMS Moodle

Author:

Ambrajei Anton N.ORCID,Golovin Nikita M.ORCID,Valyukhova Anna V.ORCID,Rybakova Natalia A.ORCID

Publisher

Springer International Publishing

Reference21 articles.

1. Conijn, R., Snijders, C., Kleingeld, A., et al.: Predicting student performance from LMS data: a comparison of 17 blended courses using Moodle LMS. IEEE Trans. Learn. Technol. 10(1), 17–29 (2017)

2. Terbusheva, E., Piotrovskaya, K., Kalmykova, S.: Educational analytics based on Moodle SDO data. In: New Educational Strategies in the Modern Information Space: A Collection of Scientific Articles Based on the Conferences, St. Petersburg, 09–25 March 2020, pp. 98–104. Russian State Pedagogical University named after A. I. Herzen, St. Petersburg (2020)

3. Sheka, A., Larionova, V., Vasiliev, S., Pevnaya, M.: Early risers fail: behavioral patterns of students of online courses. In: Kulik, E. (ed.) Materials of the International Conference, Moscow, 05–06 December 2018, pp. 195–210. National Research University Higher School of Economics, Moscow (2018)

4. Azcona, D., Hsiao, I.-H., Smeaton, A.F.: Detecting students-at-risk in computer programming classes with learning analytics from students’ digital footprints. User Model. User Adapt. Interact. 29(4), 759–788 (2019)

5. Ambrajei, A., Tereshchenko, V.: Determination of factors affecting the success of the online course. In: Advanced Production Technologies: Computer (Supercomputer) Technologies and the Organization of High-Tech Industries: Collection of Abstracts of the National Scientific and Practical Conference with International Participation. SPb, Publishing house Polytech-Press (2021). 88 p.

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