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 435

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
Back to the Future (1985) 303,398,294 English Patient, The (1996) 111,415,132 English Patient, The (1996) 111,415,132
Casablanca (1942) 5,806,467 Air Force One (1997) 250,384,803 L.A. Confidential (1997) 64,604,977
Star Trek: First Contact (1996) 207,001,027 L.A. Confidential (1997) 64,604,977 When Harry Met Sally... (1989) 134,613,546
Apocalypse Now (1979) 42,606,290 Star Trek: First Contact (1996) 207,001,027 Trainspotting (1996) 16,501,785
Independence Day (ID4) (1996) 483,359,255 Jerry Maguire (1996) 228,557,864 Apocalypse Now (1979) 42,606,290
2001: A Space Odyssey (1968) 25,761,621 Leaving Las Vegas (1995) 31,968,347 Back to the Future (1985) 303,398,294
Willy Wonka and the Chocolate Factory (1971) 4,000,000 Full Monty, The (1997) 45,857,453 Clerks (1994) 3,151,130
Trainspotting (1996) 16,501,785 Willy Wonka and the Chocolate Factory (1971) 4,000,000 Citizen Kane (1941) 1,640,769
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621 Independence Day (ID4) (1996) 483,359,255 Apollo 13 (1995) 94,378,651
Average 111,812,133 Average 145,176,083 Average 79,692,254

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
Hoodlum (1997) 23,461,013
Like Water For Chocolate (Como agua para chocolate) (1992) 21,665,500
Real Genius (1985) 13,000,000
Rosencrantz and Guildenstern Are Dead (1990) 739,104
Bram Stoker's Dracula (1992) 129,722,790
Jaws (1975) 199,275,376
Addams Family Values (1993) 72,214,043
Get Shorty (1995) 103,619,110
Sleepers (1996) 76,705,552
Heat (1995) 97,783,000
Glengarry Glen Ross (1992) 10,725,228
Full Metal Jacket (1987) 69,057,676
Princess Bride, The (1987) 21,277,649
Psycho (1960) 43,200,000
Alien: Resurrection (1997) 47,748,610
Kingpin (1996) 24,944,213
Hamlet (1996) 4,414,535
Delicatessen (1991) 1,794,187
Muriel's Wedding (1994) 15,185,594
Army of Darkness (1993) 11,502,976
Titanic (1997) 600,779,824
Jurassic Park (1993) 563,476,625
Madness of King George, The (1994) 15,238,994
Star Wars (1977) 731,853,665
Die Hard 2 (1990) 120,083,665
Men in Black (1997) 367,992,228
Mr. Smith Goes to Washington (1939) 1,500,000
Batman (1989) 401,685,407
Henry V (1989) 10,161,099
So I Married an Axe Murderer (1993) 11,585,483
In the Mouth of Madness (1995) 8,946,600
Seven (Se7en) (1995) 143,225,000
Remains of the Day, The (1993) 22,954,968
Bullets Over Broadway (1994) 13,383,737
Monty Python's Life of Brian (1979) 646,124
Tomorrow Never Dies (1997) 184,221,129
M. Butterfly (1993) 1,499,795
Brazil (1985) 6,500,000
I.Q. (1994) 26,372,663
Outbreak (1995) 99,323,573
Liar Liar (1997) 277,327,280
Platoon (1986) 207,900,328
Better Off Dead... (1985) 10,297,601
Muppet Treasure Island (1996) 33,609,000
Dead Poets Society (1989) 144,288,116
Howling, The (1981) 17,986,000
Halloween: The Curse of Michael Myers (1995) 15,116,634
One Flew Over the Cuckoo's Nest (1975) 171,940,000
Perez Family, The (1995) 2,832,826
Mystery Science Theater 3000: The Movie (1996) 1,004,821
Othello (1995) 2,112,951
Trust (1990) 356,122
True Lies (1994) 226,261,000
M*A*S*H (1970) 109,920,000
Beautiful Girls (1996) 20,837,000
Schindler's List (1993) 140,409,248
American Werewolf in London, An (1981) 20,445,527
Grease (1978) 96,605,260
Basketball Diaries, The (1995) 2,424,439
Taxi Driver (1976) 33,669,000
Monty Python and the Holy Grail (1974) 1,821,082
Dave (1993) 93,370,710
Heathers (1989) 1,108,462
Star Trek: The Wrath of Khan (1982) 118,633,541
Usual Suspects, The (1995) 1,120,000
Bridge on the River Kwai, The (1957) 50,495,000
Ace Ventura: Pet Detective (1994) 106,217,000
Alien (1979) 42,285,739
Chasing Amy (1997) 12,006,514
Blade Runner (1982) 1,445,283
Beauty and the Beast (1991) 94,902,028
Rumble in the Bronx (1995) 32,333,860
Aliens (1986) 121,385,096
In the Line of Fire (1993) 151,314,283
Broken Arrow (1996) 105,069,070
Dead Man Walking (1995) 39,025,000
Star Trek VI: The Undiscovered Country (1991) 110,888,996
Pink Floyd - The Wall (1982) 14,844,106
Spawn (1997) 84,882,059
Radioland Murders (1994) 1,299,060
Sleeper (1973) 18,344,729
Contact (1997) 149,887,543
Crimson Tide (1995) 135,266,000
Clear and Present Danger (1994) 176,112,710
Sneakers (1992) 75,733,000
Forrest Gump (1994) 485,691,196
Basic Instinct (1992) 126,227,000
GoodFellas (1990) 67,336,394
Akira (1988) 439,162
Bitter Moon (1992) 1,862,805
Reservoir Dogs (1992) 2,687,008
Empire Strikes Back, The (1980) 225,554,189
Fifth Element, The (1997) 92,897,302
Nightmare on Elm Street, A (1984) 65,398,755
Twelve Monkeys (1995) 82,512,000
Cook the Thief His Wife & Her Lover, The (1989) 7,724,701
Godfather: Part II, The (1974) 87,973,000
Mortal Kombat (1995) 107,045,672
Much Ado About Nothing (1993) 22,551,000
Quick and the Dead, The (1995) 18,636,537
Eat Drink Man Woman (1994) 7,294,403
Shawshank Redemption, The (1994) 28,341,469
Amadeus (1984) 23,401,401
Demolition Man (1993) 83,555,768
Toy Story (1995) 133,344,903
Terminator 2: Judgment Day (1991) 207,064,802
Devil's Advocate, The (1997) 86,587,776
Tommy Boy (1995) 32,700,000
Braveheart (1995) 110,286,945
Con Air (1997) 146,553,269
Ghost in the Shell (Kokaku kidotai) (1995) 515,205
Absolute Power (1997) 73,037,233
It's a Wonderful Life (1946) 3,548,018
Die Hard (1988) 116,707,729
Mallrats (1995) 2,122,561
Gandhi (1982) 77,737,889
Clockwork Orange, A (1971) 38,589,355
Face/Off (1997) 163,746,077
Nightmare Before Christmas, The (1993) 22,782,289
Unforgiven (1992) 119,081,912
City of Lost Children, The (1995) 1,513,028
Godfather, The (1972) 291,702,411
Indiana Jones and the Last Crusade (1989) 312,671,806
Chasing Amy (1997) 12,006,514
Father of the Bride (1950) 4,054,400
Amateur (1994) 856,422
Escape from New York (1981) 25,244,700
Pulp Fiction (1994) 84,022,201
Return of the Jedi (1983) 500,773,409
GoldenEye (1995) 146,028,496
Starship Troopers (1997) 79,093,786
Mission: Impossible (1996) 274,049,639
Groundhog Day (1993) 103,406,973
Don Juan DeMarco (1995) 22,200,000
Austin Powers: International Man of Mystery (1997) 78,171,630
Scream (1996) 103,001,286
Mars Attacks! (1996) 37,754,208
Richard III (1995) 2,600,000
Good, The Bad and The Ugly, The (1966) 19,000,000
Ransom (1996) 207,758,522
Young Frankenstein (1974) 125,123,000
Silence of the Lambs, The (1991) 137,332,208
Evil Dead II (1987) 5,923,044
Strictly Ballroom (1992) 11,738,022
Happy Gilmore (1996) 38,624,000
Average 90,281,284
up

Contact. jinoh.delusion [AT] gmail.com