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
Gabbeh (1996) 273,967 English Patient, The (1996) 111,415,132 Gabbeh (1996) 273,967
Lone Star (1996) 13,269,963 Contact (1997) 149,887,543 Lone Star (1996) 13,269,963
Hotel de Love (1996) 111,106 Leaving Las Vegas (1995) 31,968,347 I Shot Andy Warhol (1996) 1,814,290
Postino, Il (1994) 20,681,301 Lone Star (1996) 13,269,963 Chasing Amy (1997) 12,006,514
Antonia's Line (1995) 4,823,217 Full Monty, The (1997) 45,857,453 Usual Suspects, The (1995) 1,120,000
I Shot Andy Warhol (1996) 1,814,290 Postino, Il (1994) 20,681,301 Three Colors: White (1994) 1,464,625
Leaving Las Vegas (1995) 31,968,347 People vs. Larry Flynt, The (1996) 20,191,312 Postino, Il (1994) 20,681,301
Welcome to the Dollhouse (1995) 4,429,002 Sense and Sensibility (1995) 62,493,774 Pulp Fiction (1994) 84,022,201
People vs. Larry Flynt, The (1996) 20,191,312 Toy Story (1995) 133,344,903 Titanic (1997) 600,779,824
Young Poisoner's Handbook, The (1995) 749,812 Return of the Jedi (1983) 500,773,409 Grosse Fatigue (1994) 551,359
Average 9,831,231 Average 108,988,313 Average 73,598,404

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
Star Wars (1977) 731,853,665
City of Lost Children, The (1995) 1,513,028
Fargo (1996) 24,611,975
Celluloid Closet, The (1995) 1,507,800
Dead Man Walking (1995) 39,025,000
Ridicule (1996) 2,503,829
Cement Garden, The (1993) 322,975
Secrets & Lies (1996) 13,417,292
Godfather, The (1972) 291,702,411
Pillow Book, The (1995) 2,293,037
Boot, Das (1981) 11,433,134
Trainspotting (1996) 16,501,785
Twelve Monkeys (1995) 82,512,000
Freeway (1996) 295,493
Big Night (1996) 11,881,039
1-900 (1994) 179,821
Dead Man (1995) 1,025,488
Average 72,504,692
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