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
Hugo Pool (1997) 3,620 Titanic (1997) 600,779,824 Money Talks (1997) 61,615,598
Titanic (1997) 600,779,824 English Patient, The (1996) 111,415,132 Deep Rising (1998) 11,146,409
Money Talks (1997) 61,615,598 Contact (1997) 149,887,543 English Patient, The (1996) 111,415,132
Deep Rising (1998) 11,146,409 L.A. Confidential (1997) 64,604,977 Thin Line Between Love and Hate, A (1996) 34,746,109
English Patient, The (1996) 111,415,132 Fargo (1996) 24,611,975 Fargo (1996) 24,611,975
L.A. Confidential (1997) 64,604,977 Scream (1996) 103,001,286 Good Will Hunting (1997) 192,328,280
Eve's Bayou (1997) 14,821,531 Full Monty, The (1997) 45,857,453 Kull the Conqueror (1997) 6,086,891
Thin Line Between Love and Hate, A (1996) 34,746,109 Boogie Nights (1997) 26,384,919 Sweet Hereafter, The (1997) 3,252,652
Contact (1997) 149,887,543 Return of the Jedi (1983) 500,773,409 Rosencrantz and Guildenstern Are Dead (1990) 739,104
Tango Lesson, The (1997) 1,026,402 Liar Liar (1997) 277,327,280 L.A. Confidential (1997) 64,604,977
Average 105,004,714 Average 190,464,379 Average 51,054,712

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
Babe (1995) 66,600,000
People vs. Larry Flynt, The (1996) 20,191,312
Alien: Resurrection (1997) 47,748,610
Batman & Robin (1997) 165,777,671
Starship Troopers (1997) 79,093,786
Godfather, The (1972) 291,702,411
Love Jones (1997) 12,514,138
Hoodlum (1997) 23,461,013
Quiz Show (1994) 24,822,619
U Turn (1997) 6,633,400
Apocalypse Now (1979) 42,606,290
Terminator 2: Judgment Day (1991) 207,064,802
Star Wars (1977) 731,853,665
Air Force One (1997) 250,384,803
Amistad (1997) 44,175,394
Usual Suspects, The (1995) 1,120,000
Face/Off (1997) 163,746,077
My Life as a Dog (Mitt liv som hund) (1985) 8,345,266
Kama Sutra: A Tale of Love (1996) 4,109,095
Chasing Amy (1997) 12,006,514
House of Yes, The (1997) 617,403
Rosewood (1997) 13,104,494
Evita (1996) 73,298,979
She's So Lovely (1997) 7,221,836
Chasing Amy (1997) 12,006,514
Aliens (1986) 121,385,096
Jean de Florette (1986) 4,940,939
Devil's Advocate, The (1997) 86,587,776
Welcome To Sarajevo (1997) 339,648
Average 87,015,846
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