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 Fargo (1996) 24,611,975
Fargo (1996) 24,611,975 Fargo (1996) 24,611,975 Schindler's List (1993) 140,409,248
Godfather, The (1972) 291,702,411 Godfather, The (1972) 291,702,411 Leaving Las Vegas (1995) 31,968,347
Return of the Jedi (1983) 500,773,409 Return of the Jedi (1983) 500,773,409 L.A. Confidential (1997) 64,604,977
Schindler's List (1993) 140,409,248 Full Monty, The (1997) 45,857,453 Citizen Kane (1941) 1,640,769
Leaving Las Vegas (1995) 31,968,347 L.A. Confidential (1997) 64,604,977 Godfather, The (1972) 291,702,411
Full Monty, The (1997) 45,857,453 Toy Story (1995) 133,344,903 Casablanca (1942) 5,806,467
L.A. Confidential (1997) 64,604,977 Titanic (1997) 600,779,824 Sense and Sensibility (1995) 62,493,774
Toy Story (1995) 133,344,903 Leaving Las Vegas (1995) 31,968,347 Monty Python and the Holy Grail (1974) 1,821,082
Shawshank Redemption, The (1994) 28,341,469 Boot, Das (1981) 11,433,134 Shawshank Redemption, The (1994) 28,341,469
Average 199,346,785 Average 243,693,009 Average 65,340,051

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
Kolya (1996) 5,730,711
Pulp Fiction (1994) 84,022,201
Apocalypse Now (1979) 42,606,290
Gattaca (1997) 12,339,633
North by Northwest (1959) 19,977,527
Twelve Monkeys (1995) 82,512,000
Postino, Il (1994) 20,681,301
Dead Man Walking (1995) 39,025,000
Apollo 13 (1995) 94,378,651
Rumble in the Bronx (1995) 32,333,860
Silence of the Lambs, The (1991) 137,332,208
Swingers (1996) 4,505,922
Contact (1997) 149,887,543
Fifth Element, The (1997) 92,897,302
Mission: Impossible (1996) 274,049,639
People vs. Larry Flynt, The (1996) 20,191,312
Gandhi (1982) 77,737,889
Ridicule (1996) 2,503,829
Aliens (1986) 121,385,096
Othello (1995) 2,112,951
Mystery Science Theater 3000: The Movie (1996) 1,004,821
Amadeus (1984) 23,401,401
Forrest Gump (1994) 485,691,196
Celluloid Closet, The (1995) 1,507,800
Blade Runner (1982) 1,445,283
Unforgiven (1992) 119,081,912
My Left Foot (1989) 14,743,391
English Patient, The (1996) 111,415,132
Usual Suspects, The (1995) 1,120,000
Clockwork Orange, A (1971) 38,589,355
Average 70,473,705
up

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