Research Article
A Neural Network-Inspired Approach for Improved and True Movie Recommendations
Table 14
Recommendation model comparisons.
| | Ref. | NLP/RNN/LSTM | User preferences | NoSQL | Heterogeneous data | Quantitative score (votes, likes, and ratings) | Qualitative score (analysis of reviews) | Multivariates | Multiple data source sites | Popularity medals | Web bot | Categories | User app |
| | [15] | ☓ | ✓ | ✓ | ☓ | ✓ | ☓ | ☓ | ☓ | ☓ | ☓ | ☓ | ✓ | | [72] | ✓ | ✓ | ✓ | ☓ | ☓ | ✓ | ☓ | ☓ | ☓ | ☓ | ☓ | ✓ | | [73] | ✓ | ✓ | ☓ | ☓ | ☓ | ✓ | ☓ | ☓ | ☓ | ☓ | ☓ | ☓ | | [74] | ✓ | ✓ | ☓ | ☓ | ☓ | ☓ | ☓ | ☓ | ☓ | ☓ | ☓ | ☓ | | [21] | ✓ | ☓ | ☓ | ✓ | ✓ | ☓ | ✓ | ✓ | ☓ | ✓ | ✓ | ✓ | | Proposed work | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
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