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
About the paper Overall Individuals

User 323

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Usual Suspects, The (1995) 1,120,000 Titanic (1997) 600,779,824 Schindler's List (1993) 140,409,248
Schindler's List (1993) 140,409,248 English Patient, The (1996) 111,415,132 Princess Bride, The (1987) 21,277,649
Princess Bride, The (1987) 21,277,649 Toy Story (1995) 133,344,903 Trainspotting (1996) 16,501,785
One Flew Over the Cuckoo's Nest (1975) 171,940,000 Schindler's List (1993) 140,409,248 Twelve Monkeys (1995) 82,512,000
Toy Story (1995) 133,344,903 Leaving Las Vegas (1995) 31,968,347 Leaving Las Vegas (1995) 31,968,347
Monty Python and the Holy Grail (1974) 1,821,082 Usual Suspects, The (1995) 1,120,000 Jerry Maguire (1996) 228,557,864
Trainspotting (1996) 16,501,785 Twelve Monkeys (1995) 82,512,000 One Flew Over the Cuckoo's Nest (1975) 171,940,000
Twelve Monkeys (1995) 82,512,000 L.A. Confidential (1997) 64,604,977 Monty Python and the Holy Grail (1974) 1,821,082
Titanic (1997) 600,779,824 Air Force One (1997) 250,384,803 Alien (1979) 42,285,739
Casablanca (1942) 5,806,467 Jerry Maguire (1996) 228,557,864 It's a Wonderful Life (1946) 3,548,018
Average 117,551,295 Average 164,509,709 Average 74,082,173

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
Sling Blade (1996) 24,475,416
Face/Off (1997) 163,746,077
Dead Man Walking (1995) 39,025,000
Godfather, The (1972) 291,702,411
Chasing Amy (1997) 12,006,514
Michael Collins (1996) 11,085,316
Bridge on the River Kwai, The (1957) 50,495,000
Braveheart (1995) 110,286,945
Fargo (1996) 24,611,975
Swingers (1996) 4,505,922
Cop Land (1997) 64,207,716
Unforgiven (1992) 119,081,912
My Best Friend's Wedding (1997) 185,360,508
Willy Wonka and the Chocolate Factory (1971) 4,000,000
Bronx Tale, A (1993) 17,266,971
Apocalypse Now (1979) 42,606,290
People vs. Larry Flynt, The (1996) 20,191,312
Othello (1995) 2,112,951
Indiana Jones and the Last Crusade (1989) 312,671,806
Empire Strikes Back, The (1980) 225,554,189
Field of Dreams (1989) 94,962,625
Pulp Fiction (1994) 84,022,201
Raising Arizona (1987) 22,847,564
Vertigo (1958) 7,024,928
Happy Gilmore (1996) 38,624,000
Rosewood (1997) 13,104,494
Die Hard (1988) 116,707,729
Seven (Se7en) (1995) 143,225,000
Contact (1997) 149,887,543
Donnie Brasco (1997) 60,851,988
Taxi Driver (1976) 33,669,000
Star Wars (1977) 731,853,665
Things to Do in Denver when You're Dead (1995) 529,766
Private Parts (1997) 59,339,346
Beautiful Girls (1996) 20,837,000
Clockwork Orange, A (1971) 38,589,355
Welcome to the Dollhouse (1995) 4,429,002
Hercules (1997) 142,729,205
Chasing Amy (1997) 12,006,514
Silence of the Lambs, The (1991) 137,332,208
Shawshank Redemption, The (1994) 28,341,469
Shallow Grave (1994) 2,881,508
Reservoir Dogs (1992) 2,687,008
Heat (1995) 97,783,000
Return of the Jedi (1983) 500,773,409
Glory (1989) 100,326
Average 92,829,001
up

Contact. jinoh.delusion [AT] gmail.com