A Movie Recommender System Based on User Profile and Artificial Bee Colony Optimization

Table 5

Comparison of the average precision and recall of the proposed method in all experiments.

	Average precision	Average recall	Average model construction time (s)	Average recommendation time (s)
Suggested method	96,159	99,438	0.317	0.0015
Sun et al. [6]	94,760	98,263	0.858	0.0017
Yadav et al. [7]	94,777	99,010	0.669	0.0650
Average improvement (%)	+1.39%	+0.80%	−57.83%	−54.71%