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
Star Wars (1977) 731,853,665 Star Wars (1977) 731,853,665 Godfather, The (1972) 291,702,411
Fargo (1996) 24,611,975 Fargo (1996) 24,611,975 English Patient, The (1996) 111,415,132
Godfather, The (1972) 291,702,411 Godfather, The (1972) 291,702,411 Independence Day (ID4) (1996) 483,359,255
Titanic (1997) 600,779,824 Titanic (1997) 600,779,824 Jerry Maguire (1996) 228,557,864
English Patient, The (1996) 111,415,132 English Patient, The (1996) 111,415,132 Chasing Amy (1997) 12,006,514
Jerry Maguire (1996) 228,557,864 Jerry Maguire (1996) 228,557,864 Scream (1996) 103,001,286
Leaving Las Vegas (1995) 31,968,347 Leaving Las Vegas (1995) 31,968,347 Secrets & Lies (1996) 13,417,292
Independence Day (ID4) (1996) 483,359,255 Dead Man Walking (1995) 39,025,000 Scream (1996) 103,001,286
Empire Strikes Back, The (1980) 225,554,189 Star Trek: First Contact (1996) 207,001,027 Usual Suspects, The (1995) 1,120,000
Star Trek: First Contact (1996) 207,001,027 Scream (1996) 103,001,286 Leaving Las Vegas (1995) 31,968,347
Average 293,680,368 Average 236,991,653 Average 137,954,938

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
Long Kiss Goodnight, The (1996) 33,328,051
Lone Star (1996) 13,269,963
Return of the Jedi (1983) 500,773,409
Hercules (1997) 142,729,205
Contact (1997) 149,887,543
Twelve Monkeys (1995) 82,512,000
Trainspotting (1996) 16,501,785
Men in Black (1997) 367,992,228
Mr. Holland's Opus (1995) 119,078,097
Jackie Chan's First Strike (1996) 14,511,338
Face/Off (1997) 163,746,077
Air Force One (1997) 250,384,803
City of Lost Children, The (1995) 1,513,028
Toy Story (1995) 133,344,903
Liar Liar (1997) 277,327,280
Waiting for Guffman (1996) 2,892,582
Average 141,862,018
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