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 332

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Fargo (1996) 24,611,975 Fargo (1996) 24,611,975 Schindler's List (1993) 140,409,248
Schindler's List (1993) 140,409,248 English Patient, The (1996) 111,415,132 Aliens (1986) 121,385,096
Forrest Gump (1994) 485,691,196 Mr. Holland's Opus (1995) 119,078,097 Good Will Hunting (1997) 192,328,280
Aliens (1986) 121,385,096 Schindler's List (1993) 140,409,248 Mr. Holland's Opus (1995) 119,078,097
Alien (1979) 42,285,739 Good Will Hunting (1997) 192,328,280 Fifth Element, The (1997) 92,897,302
Mr. Holland's Opus (1995) 119,078,097 Full Monty, The (1997) 45,857,453 Fargo (1996) 24,611,975
Monty Python and the Holy Grail (1974) 1,821,082 Willy Wonka and the Chocolate Factory (1971) 4,000,000 Alien (1979) 42,285,739
English Patient, The (1996) 111,415,132 Alien (1979) 42,285,739 Godfather: Part II, The (1974) 87,973,000
Good Will Hunting (1997) 192,328,280 Aliens (1986) 121,385,096 Forrest Gump (1994) 485,691,196
Top Gun (1986) 256,050,237 Leaving Las Vegas (1995) 31,968,347 Apt Pupil (1998) 8,838,938
Average 149,507,608 Average 83,333,936 Average 131,549,887

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
Clear and Present Danger (1994) 176,112,710
Casino (1995) 62,726,000
Star Trek: The Wrath of Khan (1982) 118,633,541
Star Trek III: The Search for Spock (1984) 106,458,579
Tin Cup (1996) 77,003,584
Young Guns (1988) 64,686,644
Grease (1978) 96,605,260
Under Siege (1992) 120,463,139
Young Guns II (1990) 63,843,410
Silence of the Lambs, The (1991) 137,332,208
Reservoir Dogs (1992) 2,687,008
Ghost and the Darkness, The (1996) 38,553,833
Con Air (1997) 146,553,269
Contact (1997) 149,887,543
Jurassic Park (1993) 563,476,625
Stand by Me (1986) 69,411,304
Air Force One (1997) 250,384,803
Scream (1996) 103,001,286
Kiss the Girls (1997) 86,753,012
Wedding Singer, The (1998) 114,729,850
Starship Troopers (1997) 79,093,786
Twelve Monkeys (1995) 82,512,000
Return of the Jedi (1983) 500,773,409
Friday (1995) 27,900,000
Dances with Wolves (1990) 265,746,848
Heaven's Prisoners (1996) 5,005,000
Absolute Power (1997) 73,037,233
Star Trek: The Motion Picture (1979) 95,658,976
Cape Fear (1991) 118,590,000
Junior (1994) 56,276,640
Back to the Future (1985) 303,398,294
Metro (1997) 31,987,563
Braveheart (1995) 110,286,945
Broken Arrow (1996) 105,069,070
Copycat (1995) 32,051,917
Kingpin (1996) 24,944,213
Grumpier Old Men (1995) 105,662,663
Die Hard (1988) 116,707,729
G.I. Jane (1997) 70,277,032
Aladdin (1992) 328,782,825
Hunt for Red October, The (1990) 179,209,868
Godfather, The (1972) 291,702,411
Striptease (1996) 32,758,418
In the Line of Fire (1993) 151,314,283
Outbreak (1995) 99,323,573
Diabolique (1996) 17,000,000
GoodFellas (1990) 67,336,394
Face/Off (1997) 163,746,077
Babe (1995) 66,600,000
Donnie Brasco (1997) 60,851,988
Usual Suspects, The (1995) 1,120,000
Men in Black (1997) 367,992,228
One Fine Day (1996) 68,829,020
Seven (Se7en) (1995) 143,225,000
Basic Instinct (1992) 126,227,000
Happy Gilmore (1996) 38,624,000
Heat (1995) 97,783,000
Beverly Hills Ninja (1997) 31,235,710
Sliver (1993) 36,300,000
Eraser (1996) 147,260,786
Murder at 1600 (1997) 25,826,788
Conspiracy Theory (1997) 111,189,998
Real Genius (1985) 13,000,000
Black Sheep (1996) 32,377,000
Jerry Maguire (1996) 228,557,864
Frighteners, The (1996) 16,524,115
Conan the Barbarian (1981) 60,241,612
Lost World: Jurassic Park, The (1997) 359,161,284
Toy Story (1995) 133,344,903
Mission: Impossible (1996) 274,049,639
Tombstone (1993) 82,627,065
Star Trek VI: The Undiscovered Country (1991) 110,888,996
Glimmer Man, The (1996) 20,400,913
Jaws (1975) 199,275,376
Scream 2 (1997) 140,865,935
Indiana Jones and the Last Crusade (1989) 312,671,806
Glory (1989) 100,326
Cable Guy, The (1996) 93,754,431
Star Trek V: The Final Frontier (1989) 79,245,549
Empire Strikes Back, The (1980) 225,554,189
Independence Day (ID4) (1996) 483,359,255
Firm, The (1993) 686,502
Ransom (1996) 207,758,522
Sleepers (1996) 76,705,552
Liar Liar (1997) 277,327,280
Star Trek IV: The Voyage Home (1986) 124,751,249
Terminator 2: Judgment Day (1991) 207,064,802
Dante's Peak (1997) 98,728,432
Pulp Fiction (1994) 84,022,201
Bulletproof (1996) 21,162,420
Star Trek: First Contact (1996) 207,001,027
Titanic (1997) 600,779,824
Jaws 2 (1978) 60,298,023
Twister (1996) 375,152,715
Phenomenon (1996) 155,732,573
Maverick (1994) 151,131,272
Dead Man Walking (1995) 39,025,000
Crimson Tide (1995) 135,266,000
Cop Land (1997) 64,207,716
Beavis and Butt-head Do America (1996) 90,162,233
Just Cause (1995) 36,853,222
Highlander (1986) 5,735,847
Devil's Advocate, The (1997) 86,587,776
Daylight (1996) 32,885,565
My Best Friend's Wedding (1997) 185,360,508
I Know What You Did Last Summer (1997) 103,145,788
Billy Madison (1995) 25,588,750
Relic, The (1997) 33,927,476
Courage Under Fire (1996) 87,335,823
Die Hard 2 (1990) 120,083,665
Volcano (1997) 71,496,882
Speed (1994) 121,248,145
Nutty Professor, The (1996) 185,482,745
Princess Bride, The (1987) 21,277,649
Clueless (1995) 75,525,013
Long Kiss Goodnight, The (1996) 33,328,051
True Lies (1994) 226,261,000
Fallen (1998) 25,188,006
Executive Decision (1996) 93,638,632
Blade Runner (1982) 1,445,283
Shawshank Redemption, The (1994) 28,341,469
Star Wars (1977) 731,853,665
Space Jam (1996) 136,520,983
Eye for an Eye (1996) 26,792,700
Quick and the Dead, The (1995) 18,636,537
L.A. Confidential (1997) 64,604,977
Die Hard: With a Vengeance (1995) 147,009,359
Average 125,808,200
up

Contact. jinoh.delusion [AT] gmail.com