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
Pulp Fiction (1994) 84,022,201 Contact (1997) 149,887,543 Schindler's List (1993) 140,409,248
Usual Suspects, The (1995) 1,120,000 Pulp Fiction (1994) 84,022,201 Indiana Jones and the Last Crusade (1989) 312,671,806
Twelve Monkeys (1995) 82,512,000 Toy Story (1995) 133,344,903 Star Trek: First Contact (1996) 207,001,027
Schindler's List (1993) 140,409,248 Twelve Monkeys (1995) 82,512,000 Pulp Fiction (1994) 84,022,201
Toy Story (1995) 133,344,903 Usual Suspects, The (1995) 1,120,000 Psycho (1960) 43,200,000
Princess Bride, The (1987) 21,277,649 English Patient, The (1996) 111,415,132 Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621
Braveheart (1995) 110,286,945 Titanic (1997) 600,779,824 Clerks (1994) 3,151,130
Contact (1997) 149,887,543 Schindler's List (1993) 140,409,248 Princess Bride, The (1987) 21,277,649
One Flew Over the Cuckoo's Nest (1975) 171,940,000 Scream (1996) 103,001,286 Forrest Gump (1994) 485,691,196
Casablanca (1942) 5,806,467 Leaving Las Vegas (1995) 31,968,347 Usual Suspects, The (1995) 1,120,000
Average 90,060,695 Average 143,846,048 Average 130,361,887

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
Jaws (1975) 199,275,376
Wild Bunch, The (1969) 5,330,535
Trainspotting (1996) 16,501,785
Godfather, The (1972) 291,702,411
Return of the Jedi (1983) 500,773,409
Fargo (1996) 24,611,975
Austin Powers: International Man of Mystery (1997) 78,171,630
Alien (1979) 42,285,739
Boot, Das (1981) 11,433,134
Seven (Se7en) (1995) 143,225,000
Lost Highway (1997) 3,796,699
Terminator 2: Judgment Day (1991) 207,064,802
Monty Python and the Holy Grail (1974) 1,821,082
Mission: Impossible (1996) 274,049,639
Wallace & Gromit: The Best of Aardman Animation (1996) 900,976
Aliens (1986) 121,385,096
Star Wars (1977) 731,853,665
Shawshank Redemption, The (1994) 28,341,469
Blade Runner (1982) 1,445,283
Reservoir Dogs (1992) 2,687,008
Empire Strikes Back, The (1980) 225,554,189
Silence of the Lambs, The (1991) 137,332,208
Alien: Resurrection (1997) 47,748,610
Average 134,664,857
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