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 Scream (1996) 103,001,286
Scream (1996) 103,001,286 Scream (1996) 103,001,286 Thin Line Between Love and Hate, A (1996) 34,746,109
Titanic (1997) 600,779,824 Titanic (1997) 600,779,824 Air Force One (1997) 250,384,803
Thin Line Between Love and Hate, A (1996) 34,746,109 Air Force One (1997) 250,384,803 Money Talks (1997) 61,615,598
Air Force One (1997) 250,384,803 Return of the Jedi (1983) 500,773,409 Shawshank Redemption, The (1994) 28,341,469
Return of the Jedi (1983) 500,773,409 Contact (1997) 149,887,543 Willy Wonka and the Chocolate Factory (1971) 4,000,000
Godfather, The (1972) 291,702,411 Godfather, The (1972) 291,702,411 Godfather, The (1972) 291,702,411
Independence Day (ID4) (1996) 483,359,255 English Patient, The (1996) 111,415,132 Pulp Fiction (1994) 84,022,201
Twister (1996) 375,152,715 Fargo (1996) 24,611,975 Happy Gilmore (1996) 38,624,000
Money Talks (1997) 61,615,598 Independence Day (ID4) (1996) 483,359,255 McHale's Navy (1997) 4,529,843
Average 343,336,907 Average 324,776,930 Average 90,096,772

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
Sabrina (1995) 76,780,029
Don't Be a Menace to South Central While Drinking Your Juice in the Hood (1996) 39,255,889
Bulletproof (1996) 21,162,420
Toy Story (1995) 133,344,903
Liar Liar (1997) 277,327,280
Bogus (1996) 4,340,826
Average 92,035,224
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