期刊论文

Zhang, Hao

英文

Journal of Cloud Computing

2192-113X

2020

9

1

1-17

10.1186/s13677-020-00165-y

National Key Research and Development Program of China [2017YFB1401300, 2017YFB1401304, 2017YFB1401303]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61702211, 61977033, L1724007]; Hubei Provincial Science and Technology Program of China [2017AKA191]; Fundamental Research Funds for the Central UniversitiesFundamental Research Funds for the Central Universities [CCNU19QD004, CCNU17GF0002]

本校为第一且通讯机构

With the rapidly growing demand for large-scale online education and the advent of big data, numerous research works have been performed to enhance learning quality in e-learning environments. Among these studies, adaptive learning has become an increasingly important issue. The traditional classification approaches analyze only the surface characteristics of students but fail to classify students accurately in terms of deep learning features. Meanwhile, these approaches are unable to analyze these high-dimensional learning behaviors in massive...