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
Contact (1997) 149,887,543 Contact (1997) 149,887,543 Contact (1997) 149,887,543
Good Will Hunting (1997) 192,328,280 L.A. Confidential (1997) 64,604,977 Good Will Hunting (1997) 192,328,280
L.A. Confidential (1997) 64,604,977 Good Will Hunting (1997) 192,328,280 Scream 2 (1997) 140,865,935
G.I. Jane (1997) 70,277,032 Full Monty, The (1997) 45,857,453 Toy Story (1995) 133,344,903
Kiss the Girls (1997) 86,753,012 Fargo (1996) 24,611,975 Jurassic Park (1993) 563,476,625
Scream 2 (1997) 140,865,935 Apt Pupil (1998) 8,838,938 L.A. Confidential (1997) 64,604,977
Apt Pupil (1998) 8,838,938 Starship Troopers (1997) 79,093,786 Independence Day (ID4) (1996) 483,359,255
Devil's Advocate, The (1997) 86,587,776 G.I. Jane (1997) 70,277,032 Wag the Dog (1997) 43,022,524
Starship Troopers (1997) 79,093,786 Devil's Advocate, The (1997) 86,587,776 As Good As It Gets (1997) 215,563,842
Wag the Dog (1997) 43,022,524 Godfather, The (1972) 291,702,411 Men in Black (1997) 367,992,228
Average 92,225,980 Average 101,379,017 Average 235,444,611

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
Scream (1996) 103,001,286
Liar Liar (1997) 277,327,280
Titanic (1997) 600,779,824
Return of the Jedi (1983) 500,773,409
I Know What You Did Last Summer (1997) 103,145,788
Dante's Peak (1997) 98,728,432
Breakdown (1997) 50,129,186
Air Force One (1997) 250,384,803
Conspiracy Theory (1997) 111,189,998
Star Wars (1977) 731,853,665
English Patient, The (1996) 111,415,132
Average 267,157,163
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