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 606

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Schindler's List (1993) 140,409,248 Schindler's List (1993) 140,409,248 Schindler's List (1993) 140,409,248
Usual Suspects, The (1995) 1,120,000 English Patient, The (1996) 111,415,132 Indiana Jones and the Last Crusade (1989) 312,671,806
Indiana Jones and the Last Crusade (1989) 312,671,806 Air Force One (1997) 250,384,803 Babe (1995) 66,600,000
One Flew Over the Cuckoo's Nest (1975) 171,940,000 Usual Suspects, The (1995) 1,120,000 Rear Window (1954) 6,759,601
It's a Wonderful Life (1946) 3,548,018 Star Trek: First Contact (1996) 207,001,027 North by Northwest (1959) 19,977,527
Star Trek: First Contact (1996) 207,001,027 Liar Liar (1997) 277,327,280 Psycho (1960) 43,200,000
Rear Window (1954) 6,759,601 Leaving Las Vegas (1995) 31,968,347 Lawrence of Arabia (1962) 20,652,481
Psycho (1960) 43,200,000 One Flew Over the Cuckoo's Nest (1975) 171,940,000 Clerks (1994) 3,151,130
Babe (1995) 66,600,000 Dead Man Walking (1995) 39,025,000 One Flew Over the Cuckoo's Nest (1975) 171,940,000
Dead Man Walking (1995) 39,025,000 Indiana Jones and the Last Crusade (1989) 312,671,806 Batman (1989) 401,685,407
Average 99,227,470 Average 154,326,264 Average 118,704,720

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
Cinderella (1950) 75,188,149
Mr. Holland's Opus (1995) 119,078,097
Long Kiss Goodnight, The (1996) 33,328,051
James and the Giant Peach (1996) 28,900,101
Chamber, The (1996) 261,970,615
Terminator 2: Judgment Day (1991) 207,064,802
Happy Gilmore (1996) 38,624,000
Aladdin (1992) 328,782,825
Seven (Se7en) (1995) 143,225,000
Star Trek: The Wrath of Khan (1982) 118,633,541
Marvin's Room (1996) 12,782,508
Contact (1997) 149,887,543
Shawshank Redemption, The (1994) 28,341,469
Real Genius (1985) 13,000,000
Desperado (1995) 25,625,110
Scream (1996) 103,001,286
Braveheart (1995) 110,286,945
Twelve Monkeys (1995) 82,512,000
William Shakespeare's Romeo and Juliet (1996) 69,240,158
Hunt for Red October, The (1990) 179,209,868
E.T. the Extra-Terrestrial (1982) 259,597,332
Rob Roy (1995) 31,600,000
Crimson Tide (1995) 135,266,000
Fried Green Tomatoes (1991) 117,503,000
Casablanca (1942) 5,806,467
Die Hard (1988) 116,707,729
Apollo 13 (1995) 94,378,651
Losing Isaiah (1995) 7,603,766
Hamlet (1996) 4,414,535
Pink Floyd - The Wall (1982) 14,844,106
Fantasia (1940) 49,310,882
Strictly Ballroom (1992) 11,738,022
Empire Strikes Back, The (1980) 225,554,189
Swingers (1996) 4,505,922
Much Ado About Nothing (1993) 22,551,000
Blade Runner (1982) 1,445,283
Unforgiven (1992) 119,081,912
Phenomenon (1996) 155,732,573
Top Gun (1986) 256,050,237
Hercules (1997) 142,729,205
Pulp Fiction (1994) 84,022,201
Quick and the Dead, The (1995) 18,636,537
Amadeus (1984) 23,401,401
Sneakers (1992) 75,733,000
Sleepers (1996) 76,705,552
Platoon (1986) 207,900,328
Lion King, The (1994) 188,740,944
Unforgettable (1996) 2,780,278
2001: A Space Odyssey (1968) 25,761,621
G.I. Jane (1997) 70,277,032
Titanic (1997) 600,779,824
Nell (1994) 33,592,700
Aliens (1986) 121,385,096
When Harry Met Sally... (1989) 134,613,546
Nightmare Before Christmas, The (1993) 22,782,289
Alien (1979) 42,285,739
Face/Off (1997) 163,746,077
Forrest Gump (1994) 485,691,196
Matilda (1996) 33,084,249
Grosse Pointe Blank (1997) 28,014,536
To Kill a Mockingbird (1962) 20,629,846
Mary Poppins (1964) 133,300,000
Streetcar Named Desire, A (1951) 4,414,474
Hoop Dreams (1994) 7,830,611
Willy Wonka and the Chocolate Factory (1971) 4,000,000
Murder in the First (1995) 17,382,000
Brazil (1985) 6,500,000
Snow White and the Seven Dwarfs (1937) 103,921,550
Shine (1996) 53,830,909
Benny & Joon (1993) 23,202,734
Fifth Element, The (1997) 92,897,302
Jerry Maguire (1996) 228,557,864
White Squall (1996) 10,300,000
African Queen, The (1951) 4,300,000
Fargo (1996) 24,611,975
Independence Day (ID4) (1996) 483,359,255
That Thing You Do! (1996) 25,809,813
Butch Cassidy and the Sundance Kid (1969) 145,314,187
Welcome to the Dollhouse (1995) 4,429,002
Stand by Me (1986) 69,411,304
Courage Under Fire (1996) 87,335,823
Rumble in the Bronx (1995) 32,333,860
Devil's Advocate, The (1997) 86,587,776
Dead Poets Society (1989) 144,288,116
Philadelphia (1993) 114,946,440
Monty Python and the Holy Grail (1974) 1,821,082
Four Rooms (1995) 4,301,331
True Lies (1994) 226,261,000
Clockwork Orange, A (1971) 38,589,355
People vs. Larry Flynt, The (1996) 20,191,312
Mission: Impossible (1996) 274,049,639
Simple Twist of Fate, A (1994) 3,428,774
Princess Bride, The (1987) 21,277,649
Akira (1988) 439,162
Menace II Society (1993) 27,900,000
Jaws (1975) 199,275,376
Sleepless in Seattle (1993) 191,463,006
Godfather: Part II, The (1974) 87,973,000
Raising Arizona (1987) 22,847,564
Son in Law (1993) 36,448,200
Truth About Cats & Dogs, The (1996) 34,073,143
River Wild, The (1994) 69,356,343
Donnie Brasco (1997) 60,851,988
Speed (1994) 121,248,145
This Is Spinal Tap (1984) 188,751
Reservoir Dogs (1992) 2,687,008
Extreme Measures (1996) 17,305,211
Return of the Jedi (1983) 500,773,409
Star Wars (1977) 731,853,665
Back to the Future (1985) 303,398,294
Men in Black (1997) 367,992,228
Groundhog Day (1993) 103,406,973
Trainspotting (1996) 16,501,785
Rudy (1993) 22,750,363
M*A*S*H (1970) 109,920,000
Local Hero (1983) 5,767,363
Dazed and Confused (1993) 7,993,039
Freeway (1996) 295,493
What's Love Got to Do with It (1993) 57,350,956
Twister (1996) 375,152,715
Godfather, The (1972) 291,702,411
Tin Cup (1996) 77,003,584
Silence of the Lambs, The (1991) 137,332,208
Glory (1989) 100,326
Dante's Peak (1997) 98,728,432
My Best Friend's Wedding (1997) 185,360,508
Evil Dead II (1987) 5,923,044
Field of Dreams (1989) 94,962,625
Jurassic Park (1993) 563,476,625
Heat (1995) 97,783,000
Bulletproof (1996) 21,162,420
Toy Story (1995) 133,344,903
Pinocchio (1940) 59,305,559
Othello (1995) 2,112,951
Dragonheart (1996) 51,317,350
Gandhi (1982) 77,737,889
Apocalypse Now (1979) 42,606,290
Broken Arrow (1996) 105,069,070
Army of Darkness (1993) 11,502,976
Full Metal Jacket (1987) 69,057,676
Koyaanisqatsi (1983) 1,723,872
Beauty and the Beast (1991) 94,902,028
Mrs. Doubtfire (1993) 330,200,000
Searching for Bobby Fischer (1993) 7,266,383
American President, The (1995) 95,000,000
Dances with Wolves (1990) 265,746,848
Average 104,521,192
up

Contact. jinoh.delusion [AT] gmail.com