Artificial Intelligence for resource recommendation in online education
Artificial Intelligence (AI) has been used in online education for at least a decade, with recent emphasis on teaching-learning processes. The objective of this article is to share the preliminary results of a research on the development of a Recommender System (SR) of educational resources to be ap...
-д хадгалсан:
| Үндсэн зохиолчид: | , |
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| Формат: | Ном |
| Хэвлэсэн: |
Universidad de Guadalajara,
2024-09-01T00:00:00Z.
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| Нөхцлүүд: | |
| Онлайн хандалт: | Connect to this object online. |
| Шошгууд: |
Шошго нэмэх
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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| Тойм: | Artificial Intelligence (AI) has been used in online education for at least a decade, with recent emphasis on teaching-learning processes. The objective of this article is to share the preliminary results of a research on the development of a Recommender System (SR) of educational resources to be applied in an online high school. Under the Design-Based Research methodology, once the algorithm for the SR was developed, it was fed with information from the rubric of an activity and its grade, plus database of resources, made up of images, videos, audios and texts. The results show that SR applied to educational resources favor teaching and learning processes in online education. One of the limitations of the research is that, so far, the SR has only been tested in digital simulators and not in an institutional high school platform. However, with the results of this project, using AI solutions, we can verify contributions to the learning processes in online education. Among the conclusions, multidisciplinary work in AI and education is recognized as a strategy for strengthening learning processes in virtual learning environments. |
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| Зүйлийн тодорхойлолт: | 10.32870/Ap.v16n2.2542 1665-6180 2007-1094 |