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Recommender Systems: Movie Recommendations

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Presentation on theme: "Recommender Systems: Movie Recommendations"— Presentation transcript:

1 Recommender Systems: Movie Recommendations
Randomly select 20 movies you know form the MovieLense data set and rate them on a scale from 1 to 5 stars Movie 1 + Rating Movie 2 + Rating Movie 3 + Rating Movie 4 + Rating Movie 5 + Rating Movie 6 + Rating Movie 7 + Rating Movie 8 + Rating Movie 9 + Rating Movie 10 + Rating

2 Recommender Systems: Movie Recommendations
Top 5 movies using the most popular movies How good are the recommendations?

3 Recommender Systems: Movie Recommendations
Top 5 movies using item-based CF How good are the recommendations?

4 Recommender Systems: Movie Recommendations
Top 5 movies using the user-based CF How good are the recommendations?


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