This script introduces the concept of combining collaborative techniques with a personality test so to provide more personalized movie recommendations.
Using the renowned Movielens dataset and the Big Five Personality test, this system managed to improve the normal Movie Recommendation experience by 3.62%.
Here are the paper publications :
- On ihu.edu.gr: The 50/50 recommender: personality in movie recommender systems
- On springer.com: The 50/50 Recommender: A Method Incorporating Personality into Movie Recommender Systems
- On Google Books: The 50/50 Recommender: A Method Incorporating Personality into Movie Recommender Systems
Here is my dissertation :
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