Research Article
A Time-Aware CNN-Based Personalized Recommender System
Table 3
The example of the recommended movie list of TC-PR.
| | User ID | The sort of recommended list | Recommended movie title | Time interval | Recommended movie genres |
| | 234 | 1 | Tigrero: A Film That Was Never Made (1994) | Weekday | Documentary|Drama | | 2 | The Maltese Falcon (1941) | Film-Noir|Mystery | | 3 | The Gate of Heavenly Peace (1995) | Documentary | | 4 | Schindler’s List (1993) | Drama|War | | 5 | The Wrong Trousers (1993) | Animation|Comedy | | 6 | Talk of Angels (1998) | Drama | | 7 | Sunset blvd. (a.k.a. Sunset boulevard) (1950) | Film-Noir | | 8 | Make Mine Music (1946) | Animation|Children's|Musical | | 9 | The Shawshank Redemption (1994) | Drama | | 10 | Raiders of the Lost Ark (1981) | Action|Adventure | | 234 | 1 | Star Wars: Episode IV—A New Hope (1977) | Weekend | Action|Adventure|Fantasy|Sci-Fi | | 2 | Casablanca (1942) | Drama|Romance|War | | 3 | Apocalypse Now (1979) | Drama|War | | 4 | Saving Private Ryan (1998) | Action|Drama|War | | 5 | Schindler’s List (1993) | Drama|War | | 6 | Hangmen Also Die (1943) | Drama|War | | 7 | Lifeboat (1944) | Drama|Thriller|War | | 8 | Stand By Me (1986) | Adventure|Comedy|Drama | | 9 | Aliens (1986) | Action|Sci-Fi|Thriller|War | | 10 | The Manchurian Candidate (1962) | Film-Noir|Thriller |
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