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 851

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Fargo (1996) 24,611,975 Fargo (1996) 24,611,975 Fargo (1996) 24,611,975
Air Force One (1997) 250,384,803 Air Force One (1997) 250,384,803 Air Force One (1997) 250,384,803
Scream (1996) 103,001,286 Scream (1996) 103,001,286 Scream (1996) 103,001,286
Return of the Jedi (1983) 500,773,409 Return of the Jedi (1983) 500,773,409 Twelve Monkeys (1995) 82,512,000
Silence of the Lambs, The (1991) 137,332,208 Chasing Amy (1997) 12,006,514 Full Monty, The (1997) 45,857,453
Twelve Monkeys (1995) 82,512,000 Twelve Monkeys (1995) 82,512,000 Godfather: Part II, The (1974) 87,973,000
Chasing Amy (1997) 12,006,514 Full Monty, The (1997) 45,857,453 Apt Pupil (1998) 8,838,938
Princess Bride, The (1987) 21,277,649 Silence of the Lambs, The (1991) 137,332,208 Chasing Amy (1997) 12,006,514
Toy Story (1995) 133,344,903 Toy Story (1995) 133,344,903 Terminator 2: Judgment Day (1991) 207,064,802
Conspiracy Theory (1997) 111,189,998 Conspiracy Theory (1997) 111,189,998 Blade Runner (1982) 1,445,283
Average 137,643,474 Average 140,101,454 Average 82,369,605

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
Bad Boys (1995) 97,168,842
Gridlock'd (1997) 5,479,037
Casino (1995) 62,726,000
Seven (Se7en) (1995) 143,225,000
Good Will Hunting (1997) 192,328,280
Things to Do in Denver when You're Dead (1995) 529,766
Screamers (1995) 5,781,885
Gandhi (1982) 77,737,889
Empire Strikes Back, The (1980) 225,554,189
Mission: Impossible (1996) 274,049,639
Beavis and Butt-head Do America (1996) 90,162,233
Sudden Death (1995) 20,350,171
Ransom (1996) 207,758,522
Raising Arizona (1987) 22,847,564
Raging Bull (1980) 49,034
Star Wars (1977) 731,853,665
Con Air (1997) 146,553,269
Crimson Tide (1995) 135,266,000
Mystery Science Theater 3000: The Movie (1996) 1,004,821
Fierce Creatures (1997) 9,202,671
Beauty and the Beast (1991) 94,902,028
Devil's Advocate, The (1997) 86,587,776
Heat (1995) 97,783,000
Titanic (1997) 600,779,824
Contact (1997) 149,887,543
Frighteners, The (1996) 16,524,115
Absolute Power (1997) 73,037,233
Executive Decision (1996) 93,638,632
Independence Day (ID4) (1996) 483,359,255
Starship Troopers (1997) 79,093,786
Die Hard (1988) 116,707,729
GoodFellas (1990) 67,336,394
Platoon (1986) 207,900,328
Long Kiss Goodnight, The (1996) 33,328,051
Extreme Measures (1996) 17,305,211
Phenomenon (1996) 155,732,573
Star Trek: The Wrath of Khan (1982) 118,633,541
Jackie Brown (1997) 39,647,595
Primary Colors (1998) 38,966,057
Lion King, The (1994) 188,740,944
Bound (1996) 3,798,532
Hoodlum (1997) 23,461,013
Sphere (1998) 36,976,367
Fifth Element, The (1997) 92,897,302
Wag the Dog (1997) 43,022,524
Playing God (1997) 4,052,347
Shawshank Redemption, The (1994) 28,341,469
Firestorm (1998) 8,041,665
James and the Giant Peach (1996) 28,900,101
Glengarry Glen Ross (1992) 10,725,228
Boogie Nights (1997) 26,384,919
Gang Related (1997) 5,790,448
Hoop Dreams (1994) 7,830,611
Pulp Fiction (1994) 84,022,201
U.S. Marshalls (1998) 83,269,687
Batman Returns (1992) 262,844,850
True Romance (1993) 12,281,500
L.A. Confidential (1997) 64,604,977
Braveheart (1995) 110,286,945
Tomorrow Never Dies (1997) 184,221,129
Back to the Future (1985) 303,398,294
Godfather, The (1972) 291,702,411
Hard Eight (1996) 142,356
Face/Off (1997) 163,746,077
In the Company of Men (1997) 2,856,622
Seven Years in Tibet (1997) 37,901,509
Cop Land (1997) 64,207,716
Casablanca (1942) 5,806,467
Primal Fear (1996) 80,646,667
She's So Lovely (1997) 7,221,836
Babe (1995) 66,600,000
Escape from L.A. (1996) 25,477,365
Sling Blade (1996) 24,475,416
Apocalypse Now (1979) 42,606,290
Dead Man Walking (1995) 39,025,000
Ulee's Gold (1997) 9,054,736
Grosse Pointe Blank (1997) 28,014,536
Great White Hype, The (1996) 7,874,000
Kingpin (1996) 24,944,213
Taxi Driver (1976) 33,669,000
Butch Cassidy and the Sundance Kid (1969) 145,314,187
Aliens (1986) 121,385,096
Eraser (1996) 147,260,786
North by Northwest (1959) 19,977,527
English Patient, The (1996) 111,415,132
Supercop (1992) 16,249,557
Breakdown (1997) 50,129,186
Jaws (1975) 199,275,376
Menace II Society (1993) 27,900,000
Schindler's List (1993) 140,409,248
From Dusk Till Dawn (1996) 45,553,840
White Squall (1996) 10,300,000
Get Shorty (1995) 103,619,110
Mad City (1997) 10,556,196
Aladdin (1992) 328,782,825
Usual Suspects, The (1995) 1,120,000
Trainspotting (1996) 16,501,785
Walk in the Clouds, A (1995) 73,516,507
Average 93,468,477
up

Contact. jinoh.delusion [AT] gmail.com