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 Secrets & Lies (1996) 13,417,292
English Patient, The (1996) 111,415,132 English Patient, The (1996) 111,415,132 Pulp Fiction (1994) 84,022,201
Godfather, The (1972) 291,702,411 Godfather, The (1972) 291,702,411 Usual Suspects, The (1995) 1,120,000
Return of the Jedi (1983) 500,773,409 Titanic (1997) 600,779,824 Big Night (1996) 11,881,039
Secrets & Lies (1996) 13,417,292 Return of the Jedi (1983) 500,773,409 Godfather, The (1972) 291,702,411
Postino, Il (1994) 20,681,301 Full Monty, The (1997) 45,857,453 Postino, Il (1994) 20,681,301
Titanic (1997) 600,779,824 Toy Story (1995) 133,344,903 Sense and Sensibility (1995) 62,493,774
Pulp Fiction (1994) 84,022,201 Leaving Las Vegas (1995) 31,968,347 Cinema Paradiso (1988) 392,045
Usual Suspects, The (1995) 1,120,000 Scream (1996) 103,001,286 Blade Runner (1982) 1,445,283
Full Monty, The (1997) 45,857,453 Willy Wonka and the Chocolate Factory (1971) 4,000,000 Lone Star (1996) 13,269,963
Average 240,162,268 Average 255,469,643 Average 50,042,530

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
Twelve Monkeys (1995) 82,512,000
Chasing Amy (1997) 12,006,514
Rumble in the Bronx (1995) 32,333,860
City of Lost Children, The (1995) 1,513,028
L.A. Confidential (1997) 64,604,977
Liar Liar (1997) 277,327,280
Looking for Richard (1996) 1,361,420
Jackie Chan's First Strike (1996) 14,511,338
Fargo (1996) 24,611,975
Young Poisoner's Handbook, The (1995) 749,812
Trainspotting (1996) 16,501,785
Ghost in the Shell (Kokaku kidotai) (1995) 515,205
Michael Collins (1996) 11,085,316
Contact (1997) 149,887,543
Stealing Beauty (1996) 4,573,330
Average 46,273,025
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