Research on Online Learner Modeling and Course Recommendation Based on Emotional Factors

Table 1

Results of different algorithms in data sets.

Different algorithms	HR@20	NDCG@20	t/s
ADCF	0.6277	0.3375	11.8 + 1.8
IUNCF	0.6012	0.3183	16
NeuMF	0.5963	0.3163	12.4 + 0.5
ECMF	0.5914	0.3091	8.6
CMF	0.5831	0.3075	7.8
MLP	0.5823	0.3003	10