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
Pulp Fiction (1994) 84,022,201 Fargo (1996) 24,611,975 Schindler's List (1993) 140,409,248
Fargo (1996) 24,611,975 Godfather, The (1972) 291,702,411 Pulp Fiction (1994) 84,022,201
Godfather, The (1972) 291,702,411 Contact (1997) 149,887,543 Forrest Gump (1994) 485,691,196
Schindler's List (1993) 140,409,248 Pulp Fiction (1994) 84,022,201 Dead Man Walking (1995) 39,025,000
Shawshank Redemption, The (1994) 28,341,469 L.A. Confidential (1997) 64,604,977 Dead Man Walking (1995) 39,025,000
Contact (1997) 149,887,543 Toy Story (1995) 133,344,903 Chasing Amy (1997) 12,006,514
Twelve Monkeys (1995) 82,512,000 Scream (1996) 103,001,286 Reservoir Dogs (1992) 2,687,008
Braveheart (1995) 110,286,945 Schindler's List (1993) 140,409,248 Contact (1997) 149,887,543
Toy Story (1995) 133,344,903 Twelve Monkeys (1995) 82,512,000 Blade Runner (1982) 1,445,283
Average 177,697,236 Average 180,595,020 Average 124,590,140

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
My Best Friend's Wedding (1997) 185,360,508
Dazed and Confused (1993) 7,993,039
Amistad (1997) 44,175,394
Indiana Jones and the Last Crusade (1989) 312,671,806
Aliens (1986) 121,385,096
Usual Suspects, The (1995) 1,120,000
Apocalypse Now (1979) 42,606,290
Titanic (1997) 600,779,824
Kids in the Hall: Brain Candy (1996) 2,653,000
One Flew Over the Cuckoo's Nest (1975) 171,940,000
Silence of the Lambs, The (1991) 137,332,208
In the Name of the Father (1993) 25,096,862
Clockwork Orange, A (1971) 38,589,355
Psycho (1960) 43,200,000
Long Kiss Goodnight, The (1996) 33,328,051
Trainspotting (1996) 16,501,785
Monty Python's Life of Brian (1979) 646,124
Dances with Wolves (1990) 265,746,848
Face/Off (1997) 163,746,077
Return of the Jedi (1983) 500,773,409
Strange Days (1995) 7,919,000
Empire Strikes Back, The (1980) 225,554,189
Donnie Brasco (1997) 60,851,988
Princess Bride, The (1987) 21,277,649
English Patient, The (1996) 111,415,132
Monty Python and the Holy Grail (1974) 1,821,082
Average 120,941,719
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