NDLI: Designing an Intelligent Virtual Educational System to Improve the Efficiency of Primary Education in Developing Countries

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Designing an Intelligent Virtual Educational System to Improve the Efficiency of Primary Education in Developing Countries

Content Provider	MDPI
Author	Alfonso-Jos, é López-Rivero Manuel-Jos, é Ruiz-García Olga, Arranz-García Alonso-Secades, Vidal Merino-Acera, Manuel Martín-
Copyright Year	2022
Description	Incorporating technology into virtual education encourages educational institutions to demand a migration from the current learning management system towards an intelligent virtual educational system, seeking greater benefit by exploiting the data generated by students in their day-to-day activities. Therefore, the design of these intelligent systems must be performed from a new perspective, which will take advantage of the new analytical functions provided by technologies such as artificial intelligence, big data, educational data mining techniques, and web analytics. This paper focuses on primary education in developing countries, showing the design of an intelligent virtual educational system to improve the efficiency of primary education through recommendations based on reliable data. The intelligent system is formed of four subsystems: data warehousing, analytical data processing, monitoring process and recommender system for educational agents. To illustrate this, the paper contains two dashboards that analyze, respectively, the digital resources usage time and an aggregate profile of teachers’ digital skills, in order to infer new activities that improve efficiency. These intelligent virtual educational systems focus the teaching–learning process on new forms of interaction on an educational future oriented to personalized teaching for the students, and new evaluation and teaching processes for each professor.
Starting Page	1487
e-ISSN	20799292
DOI	10.3390/electronics11091487
Journal	Electronics
Issue Number	9
Volume Number	11
Language	English
Publisher	MDPI
Publisher Date	2022-05-06
Access Restriction	Open
Subject Keyword	Electronics Industrial Engineering Information and Library Science Intelligent Systems Virtual Education Educational Data Mining Data Cleaning Machine Learning Learning Analytics Dashboard Web Analytics
Content Type	Text
Resource Type	Article

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