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- W4385243670 abstract "Deep learning model-based learning analytics model suitable for educational and research has specific requirements. The learning analytics model is defined according to the educational requirements of the online organization and the learning operation environment of the education institutes that provide the learning analytics data. In particular, the learning analytics model is determined by the learning analytics data (learning environment operation data excluding personal information, learning content-related learning activity data, academic affair data, academic achievement data, etc.). The deep learning model-based learning analytics model of this research is developed in the form of a long-term learning analytics model and a short-term learning analytics model. Through the automatic hyperparameters tuning module of the learning analytics data management system, the long-term learning analytics model and the short-term learning analytics model produce the learning analytics results for educational institutes and individual learners. The structure and definition of the learning analytics input data and the form of output results for the long-term learning analytics model and the short-term learning analytics model are defined." @default.
- W4385243670 created "2023-07-26" @default.
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- W4385243670 date "2023-01-01" @default.
- W4385243670 modified "2023-10-17" @default.
- W4385243670 title "Deep Learning-Based Adaptable Learning Analytics Platform for Non-verbal Virtual Experiment/Practice Learning Contents" @default.
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- W4385243670 doi "https://doi.org/10.1007/978-981-99-3243-6_55" @default.
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