Novel Recommendation based on Personal Popularity Tendency
Jinoh Oh, Sun Park, Hwanjo Yu
Department of Computer Science and Engineering, POSTECH 		Min Song
Information Systems, New Jersey Institute of Technology
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Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Star Wars (1977) 731,853,665 Star Wars (1977) 731,853,665 Schindler's List (1993) 140,409,248
Return of the Jedi (1983) 500,773,409 Return of the Jedi (1983) 500,773,409 Empire Strikes Back, The (1980) 225,554,189
Schindler's List (1993) 140,409,248 Fargo (1996) 24,611,975 Godfather: Part II, The (1974) 87,973,000
Shawshank Redemption, The (1994) 28,341,469 Toy Story (1995) 133,344,903 Alien (1979) 42,285,739
Casablanca (1942) 5,806,467 Schindler's List (1993) 140,409,248 Return of the Jedi (1983) 500,773,409
Empire Strikes Back, The (1980) 225,554,189 Contact (1997) 149,887,543 Shawshank Redemption, The (1994) 28,341,469
Fargo (1996) 24,611,975 Silence of the Lambs, The (1991) 137,332,208 Casablanca (1942) 5,806,467
Silence of the Lambs, The (1991) 137,332,208 Titanic (1997) 600,779,824 Silence of the Lambs, The (1991) 137,332,208
Toy Story (1995) 133,344,903 Shawshank Redemption, The (1994) 28,341,469 Pulp Fiction (1994) 84,022,201
Forrest Gump (1994) 485,691,196 Empire Strikes Back, The (1980) 225,554,189 It's a Wonderful Life (1946) 3,548,018
Average 241,371,872 Average 267,288,843 Average 125,604,594

Fig1. The recommended item's distribution by each method top10

Fig2. The recommended item's distribution by PPTM



Fig3. The difference of recommended item's distribution and feedbacks distribution

Fig4. The difference of recommended item's distribution and feedbackss distrigution

Watching List

Title Gross
Godfather, The (1972) 291,702,411
Ben-Hur (1959) 106,992,000
Men in Black (1997) 367,992,228
English Patient, The (1996) 111,415,132
Free Willy 3: The Rescue (1997) 3,519,178
E.T. the Extra-Terrestrial (1982) 259,597,332
Like Water For Chocolate (Como agua para chocolate) (1992) 21,665,500
Patton (1970) 89,800,000
Singin' in the Rain (1952) 7,665,000
Bridge on the River Kwai, The (1957) 50,495,000
Killing Fields, The (1984) 50,509,720
Field of Dreams (1989) 94,962,625
Average 121,359,677
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