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
Jerry Maguire (1996) 228,557,864 Contact (1997) 149,887,543 Jerry Maguire (1996) 228,557,864
Ransom (1996) 207,758,522 Titanic (1997) 600,779,824 Twister (1996) 375,152,715
Titanic (1997) 600,779,824 Fargo (1996) 24,611,975 Men in Black (1997) 367,992,228
Toy Story (1995) 133,344,903 Jerry Maguire (1996) 228,557,864 Sense and Sensibility (1995) 62,493,774
Contact (1997) 149,887,543 English Patient, The (1996) 111,415,132 Family Thing, A (1996) 10,118,000
Fargo (1996) 24,611,975 Toy Story (1995) 133,344,903 Titanic (1997) 600,779,824
Twister (1996) 375,152,715 Ransom (1996) 207,758,522 Toy Story (1995) 133,344,903
English Patient, The (1996) 111,415,132 Scream (1996) 103,001,286 Ransom (1996) 207,758,522
First Wives Club, The (1996) 150,063,383 Liar Liar (1997) 277,327,280 Willy Wonka and the Chocolate Factory (1971) 4,000,000
My Best Friend's Wedding (1997) 185,360,508 Men in Black (1997) 367,992,228 Fargo (1996) 24,611,975
Average 216,693,236 Average 220,467,655 Average 201,480,980

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
Return of the Jedi (1983) 500,773,409
Spitfire Grill, The (1996) 12,643,776
Lost World: Jurassic Park, The (1997) 359,161,284
To Gillian on Her 37th Birthday (1996) 4,137,645
Independence Day (ID4) (1996) 483,359,255
Mission: Impossible (1996) 274,049,639
White Squall (1996) 10,300,000
Evita (1996) 73,298,979
Courage Under Fire (1996) 87,335,823
Star Wars (1977) 731,853,665
Air Force One (1997) 250,384,803
Mr. Holland's Opus (1995) 119,078,097
Average 242,198,031
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