For this reason, an online education course recommendation method based on the LDA (Latent Dirichlet Allocation) user interest model is designed, where LDA is an unsupervised machine learning method. The LDA user interest model is used to judge the user's preference for topics, obtain the user'...
The online courses recommendation project was first introduced in January 2018 with the release of a 490-course list. It is among the country's latest efforts to develop an advanced system of MOOC and is expected to supplement school education as well as contribute to education equity, according...
lasting between 4 and 10 weeks. This makes sense as two computer science professors started it at Stanford University. They put one of their classes online and had lots of takers. Since then, many universities have put course curricula online. The array of courses is impressive, as well as ...
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In this respect, the key challenge is how to realize personalized course recommendation as well as to reduce the computing and storage costs for the tremendous course data. In this paper, we propose a big data-supported, context-aware online learning-based course recommender system that could ...
To address this problem, this paper proposes a feature decomposition multi-task online course recommendation model that integrates the multi-head self-attention mechanism and autoencoder (FDMA). This model adopts a feature decomposition-based multi-task architecture, specifically dividing the recommendation...
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Research on College Students' Course Selection Recommendation Model Based on Big Data and Cloud Computing with the information network, and to develop an online course selection system for students that adapts to the credit system management mode, which is also the key to ensure the smooth implement...
Compared to other online colleges, the University of Minnesota-Crookston is one of the country’s best online colleges for undergraduate studies. Part of the U of M system, the school benefits from nearly a quarter of a century’s experience in offering quality distance education programs alongsid...
Letters of recommendation from professional contacts 1 Education-related work experience requirement Yes, always Education-related undergraduate degree requirement Yes, always Education-related undergraduate course work requirement Yes, always TOEFL required for international students Yes Minimum TOEFL score requir...