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
Titanic (1997) 600,779,824 Titanic (1997) 600,779,824 Conspiracy Theory (1997) 111,189,998
Air Force One (1997) 250,384,803 Air Force One (1997) 250,384,803 L.A. Confidential (1997) 64,604,977
Fargo (1996) 24,611,975 Fargo (1996) 24,611,975 Happy Gilmore (1996) 38,624,000
Star Trek: First Contact (1996) 207,001,027 Godfather, The (1972) 291,702,411 Twister (1996) 375,152,715
Godfather, The (1972) 291,702,411 L.A. Confidential (1997) 64,604,977 Full Monty, The (1997) 45,857,453
Conspiracy Theory (1997) 111,189,998 Star Trek: First Contact (1996) 207,001,027 Toy Story (1995) 133,344,903
Jerry Maguire (1996) 228,557,864 Toy Story (1995) 133,344,903 Chasing Amy (1997) 12,006,514
L.A. Confidential (1997) 64,604,977 Jerry Maguire (1996) 228,557,864 Forrest Gump (1994) 485,691,196
Toy Story (1995) 133,344,903 Conspiracy Theory (1997) 111,189,998 Twelve Monkeys (1995) 82,512,000
Mission: Impossible (1996) 274,049,639 Full Monty, The (1997) 45,857,453 Air Force One (1997) 250,384,803
Average 218,622,742 Average 195,803,523 Average 159,936,855

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
Ghost and the Darkness, The (1996) 38,553,833
Spawn (1997) 84,882,059
Liar Liar (1997) 277,327,280
Frighteners, The (1996) 16,524,115
Return of the Jedi (1983) 500,773,409
Evita (1996) 73,298,979
Lost World: Jurassic Park, The (1997) 359,161,284
Jackie Chan's First Strike (1996) 14,511,338
Fifth Element, The (1997) 92,897,302
Austin Powers: International Man of Mystery (1997) 78,171,630
Contact (1997) 149,887,543
Vegas Vacation (1997) 36,429,528
Alien: Resurrection (1997) 47,748,610
Starship Troopers (1997) 79,093,786
Michael (1996) 144,887,370
English Patient, The (1996) 111,415,132
Star Wars (1977) 731,853,665
Independence Day (ID4) (1996) 483,359,255
Scream (1996) 103,001,286
Four Rooms (1995) 4,301,331
Men in Black (1997) 367,992,228
Average 180,765,283
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