A Novel Precise Personalized Learning Recommendation Model Regularized with Trust and Influence

Table 4

Comparison analysis of different models.

Datasets	Metrics	UAvg	IAvg	bisedMF	SVD++-	ITSVD
Canvas network (d = 5)	MAE	0.32506	0.241933	0.241576	0.240272	0.238157
	RMSE	0.374268	0.293496	0.291701	0.290887	0.288134
Canvas network (d = 10)	MAE	0.32506	0.241933	0.241843	0.24017	0.238375
	RMSE	0.374628	0.293496	0.292356	0.290768	0.288123
Wanke (d = 5)	MAE	0.078015	0.080324	0.074327	0.074379	0.074111
	RMSE	0.112521	0.113965	0.106839	0.106764	0.106619
Wanke (d = 10)	MAE	0.078015	0.080324	0.074475	0.074513	0.074143
	RMSE	0.112521	0.113965	0.10697	0.106897	0.106738