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
Full Monty, The (1997) 45,857,453 Full Monty, The (1997) 45,857,453 Full Monty, The (1997) 45,857,453
Air Force One (1997) 250,384,803 Air Force One (1997) 250,384,803 Air Force One (1997) 250,384,803
Scream (1996) 103,001,286 Scream (1996) 103,001,286 Chasing Amy (1997) 12,006,514
Star Wars (1977) 731,853,665 Star Wars (1977) 731,853,665 Devil's Advocate, The (1997) 86,587,776
Chasing Amy (1997) 12,006,514 Chasing Amy (1997) 12,006,514 In the Company of Men (1997) 2,856,622
Devil's Advocate, The (1997) 86,587,776 Conspiracy Theory (1997) 111,189,998 Scream (1996) 103,001,286
Kolya (1996) 5,730,711 Evita (1996) 73,298,979 Postino, Il (1994) 20,681,301
Conspiracy Theory (1997) 111,189,998 Liar Liar (1997) 277,327,280 Trainspotting (1996) 16,501,785
Jackie Brown (1997) 39,647,595 Return of the Jedi (1983) 500,773,409 Kiss the Girls (1997) 86,753,012
Ulee's Gold (1997) 9,054,736 Devil's Advocate, The (1997) 86,587,776 Liar Liar (1997) 277,327,280
Average 139,531,453 Average 219,228,116 Average 90,195,783

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
Michael Collins (1996) 11,085,316
Jerry Maguire (1996) 228,557,864
Apt Pupil (1998) 8,838,938
Good Will Hunting (1997) 192,328,280
Contact (1997) 149,887,543
Get on the Bus (1996) 5,731,103
Mr. Holland's Opus (1995) 119,078,097
Fly Away Home (1996) 24,506,082
Star Maps (1997) 592,573
Leaving Las Vegas (1995) 31,968,347
G.I. Jane (1997) 70,277,032
Seven Years in Tibet (1997) 37,901,509
Dead Man Walking (1995) 39,025,000
Sleepers (1996) 76,705,552
Titanic (1997) 600,779,824
L.A. Confidential (1997) 64,604,977
Red Corner (1997) 22,415,440
Boogie Nights (1997) 26,384,919
White Squall (1996) 10,300,000
Primal Fear (1996) 80,646,667
English Patient, The (1996) 111,415,132
Godfather, The (1972) 291,702,411
Amistad (1997) 44,175,394
Donnie Brasco (1997) 60,851,988
Chamber, The (1996) 261,970,615
As Good As It Gets (1997) 215,563,842
Fargo (1996) 24,611,975
Eve's Bayou (1997) 14,821,531
Richard III (1995) 2,600,000
Rosewood (1997) 13,104,494
People vs. Larry Flynt, The (1996) 20,191,312
Average 92,342,701
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