[Retracted] Deep Learning and Collaborative Filtering‐Based Methods for Students' Performance Prediction and Course Recommendation

J Liu, C Yin, Y Li, H Sun, H Zhou - … Communications and Mobile …, 2021 - Wiley Online Library
… about courses in the next semester to assist students in course … are course recommendation
and student ranking prediction. … to give a list of recommended courses by calculating the …

Courses recommendation algorithm based on performance prediction in E-learning

DDASL Koffi, N Ouattara, DM Mambe… - … Journal of Computer …, 2021 - koreascience.kr
performance predictions and collaborative recommendation methods are used as strategies
for this algorithm. The proposed performance prediction … of the performance predictions are …

Domain-aware grade prediction and top-n course recommendation

A Elbadrawy, G Karypis - Proceedings of the 10th ACM conference on …, 2016 - dl.acm.org
… Ensemble-based Grade Combination: We compare the predictive performance of the the
interpolative multi granularity method INTRP-MF against various ensembles. The Minimum, …

Next-term student performance prediction: A recommender systems approach

M Sweeney, H Rangwala, J Lester, A Johri - arXiv preprint arXiv …, 2016 - arxiv.org
prediction problem becomes quite similar to recommendation problems such as rating
prediction … is the user-course grade matrix with grades for each user in all courses he or she has …

AI-based college course selection recommendation system: performance prediction and curriculum suggestion

YH Wu, EH Wu - … on Computer, Consumer and Control (IS3C), 2020 - ieeexplore.ieee.org
… to assign their credits to different courses is also crucial. In this paper, we implemented a
course selection suggestion system with performance prediction feature, which can provide a …

Learning Management System with Prediction Model and Course-content Recommendation Module.

DS Evale - Journal of Information Technology Education …, 2017 - search.ebscohost.com
… , prediction model, performance prediction, attribute selection, coursecontent recommendation,
… for a JAVA SE Programming course. The resultant product will provide personalized …

Application of predictive analytics in intelligent course recommendation

D Upendran, S Chatterjee, S Sindhumol… - Procedia computer …, 2016 - Elsevier
… Thus, the system is likely to benefit course choice, course performance, as well as career …
interpreting the recommendations from the system. The system suggests courses with higher …

Course recommendations in online education based on collaborative filtering recommendation algorithm

J Li, Z Ye - Complexity, 2020 - Wiley Online Library
… Figure 6 shows the training of the LR model using only basic user attributes after removing
the user habit label, and it can be seen that on all seven courses the prediction performance

Mutual reinforcement of academic performance prediction and library book recommendation

D Lian, Y Ye, W Zhu, Q Liu, X Xie… - 2016 IEEE 16th …, 2016 - ieeexplore.ieee.org
… may warn students against the happening of potential course failure, and notify educators
and administrators of in-time intervention, and thus probably prevents delivering the adverse …

[PDF][PDF] Performance prediction for students: A multi-strategy approach

TO Tran, HT Dang, VT Dinh, XH Phan - Cybernetics and Information …, 2017 - sciendo.com
… on courses-related skills to effectively improve the performance of regression-based …
performance prediction results, we are building course recommendation systems which recommend