Research Article

A Time-Aware CNN-Based Personalized Recommender System

Table 4

The example of the recommended movie list of general CNN-based recommendation algorithm.

User idThe sort of recommended listRecommended movie titleTime intervalRecommended movie genres

2341City Lights (1931)No divisionComedy|Drama|Romance
2Rear Window (1954)Mystery|Thriller
3Schindler’s List (1993)Drama|War
4The Godfather (1972)Action|Crime|Drama
5The Usual Suspects (1995)Crime|Thriller
6Notorious (1946)Film-Noir|Romance|Thriller
7The Great Escape (1963)Adventure|War
8Raiders of the Lost Ark (1981)Action|Adventure
9Seven Samurai (The Magnificent Seven) (Shichinin No Samurai) (1954)Action|Drama
10Zachariah (1971)Western