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 62

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Toy Story (1995) 133,344,903 Toy Story (1995) 133,344,903 Toy Story (1995) 133,344,903
Back to the Future (1985) 303,398,294 English Patient, The (1996) 111,415,132 Godfather: Part II, The (1974) 87,973,000
Rear Window (1954) 6,759,601 Titanic (1997) 600,779,824 To Kill a Mockingbird (1962) 20,629,846
Godfather: Part II, The (1974) 87,973,000 Boot, Das (1981) 11,433,134 Psycho (1960) 43,200,000
It's a Wonderful Life (1946) 3,548,018 L.A. Confidential (1997) 64,604,977 Reservoir Dogs (1992) 2,687,008
To Kill a Mockingbird (1962) 20,629,846 Full Monty, The (1997) 45,857,453 Rear Window (1954) 6,759,601
E.T. the Extra-Terrestrial (1982) 259,597,332 Mr. Holland's Opus (1995) 119,078,097 Men in Black (1997) 367,992,228
Psycho (1960) 43,200,000 Scream (1996) 103,001,286 City of Lost Children, The (1995) 1,513,028
Boot, Das (1981) 11,433,134 Jerry Maguire (1996) 228,557,864 Boot, Das (1981) 11,433,134
English Patient, The (1996) 111,415,132 Men in Black (1997) 367,992,228 English Patient, The (1996) 111,415,132
Average 98,129,926 Average 178,606,489 Average 78,694,788

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
African Queen, The (1951) 4,300,000
What's Eating Gilbert Grape (1993) 9,170,214
Tin Men (1987) 25,411,386
Usual Suspects, The (1995) 1,120,000
Con Air (1997) 146,553,269
GoodFellas (1990) 67,336,394
Three Colors: Red (1994) 4,043,686
Heathers (1989) 1,108,462
Wallace & Gromit: The Best of Aardman Animation (1996) 900,976
Contact (1997) 149,887,543
Shallow Grave (1994) 2,881,508
Rumble in the Bronx (1995) 32,333,860
Vanya on 42nd Street (1994) 1,746,050
Get Shorty (1995) 103,619,110
2001: A Space Odyssey (1968) 25,761,621
Home for the Holidays (1995) 17,518,220
James and the Giant Peach (1996) 28,900,101
William Shakespeare's Romeo and Juliet (1996) 69,240,158
Terminator 2: Judgment Day (1991) 207,064,802
Gandhi (1982) 77,737,889
Babe (1995) 66,600,000
Blade Runner (1982) 1,445,283
Night on Earth (1991) 2,015,810
Fish Called Wanda, A (1988) 93,259,712
Face/Off (1997) 163,746,077
Mrs. Brown (Her Majesty, Mrs. Brown) (1997) 9,217,930
Fargo (1996) 24,611,975
Before Sunrise (1995) 1,423,537
Alien (1979) 42,285,739
Princess Bride, The (1987) 21,277,649
Clockwork Orange, A (1971) 38,589,355
Independence Day (ID4) (1996) 483,359,255
This Is Spinal Tap (1984) 188,751
Mars Attacks! (1996) 37,754,208
Basketball Diaries, The (1995) 2,424,439
Trainspotting (1996) 16,501,785
People vs. Larry Flynt, The (1996) 20,191,312
Schindler's List (1993) 140,409,248
Aliens (1986) 121,385,096
Apocalypse Now (1979) 42,606,290
Paris, Texas (1984) 2,164,507
Reality Bites (1994) 20,982,557
Phenomenon (1996) 155,732,573
Fried Green Tomatoes (1991) 117,503,000
Return of the Jedi (1983) 500,773,409
Angels and Insects (1995) 5,304,000
When Harry Met Sally... (1989) 134,613,546
Monty Python and the Holy Grail (1974) 1,821,082
Postino, Il (1994) 20,681,301
On Golden Pond (1981) 80,430,967
Ed Wood (1994) 5,887,457
Dead Man Walking (1995) 39,025,000
Fifth Element, The (1997) 92,897,302
Heat (1995) 97,783,000
Pulp Fiction (1994) 84,022,201
She's So Lovely (1997) 7,221,836
Star Wars (1977) 731,853,665
Wings of Desire (1987) 3,806,540
Stealing Beauty (1996) 4,573,330
Nightmare Before Christmas, The (1993) 22,782,289
Raising Arizona (1987) 22,847,564
Emma (1996) 22,201,883
Star Trek: First Contact (1996) 207,001,027
Much Ado About Nothing (1993) 22,551,000
Silence of the Lambs, The (1991) 137,332,208
Glory (1989) 100,326
Batman (1989) 401,685,407
Dazed and Confused (1993) 7,993,039
Dead Poets Society (1989) 144,288,116
Casablanca (1942) 5,806,467
One Flew Over the Cuckoo's Nest (1975) 171,940,000
Bridge on the River Kwai, The (1957) 50,495,000
Piano, The (1993) 40,158,000
Star Trek: Generations (1994) 111,368,868
Secret of Roan Inish, The (1994) 6,101,600
Chungking Express (1994) 600,200
How to Make an American Quilt (1995) 23,574,130
Little Women (1994) 75,083,616
Godfather, The (1972) 291,702,411
Mighty Aphrodite (1995) 6,700,000
Hudsucker Proxy, The (1994) 2,869,369
Lion King, The (1994) 188,740,944
Indiana Jones and the Last Crusade (1989) 312,671,806
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621
Rosencrantz and Guildenstern Are Dead (1990) 739,104
Forrest Gump (1994) 485,691,196
Jurassic Park (1993) 563,476,625
Delicatessen (1991) 1,794,187
Henry V (1989) 10,161,099
Lawrence of Arabia (1962) 20,652,481
Citizen Kane (1941) 1,640,769
Empire Strikes Back, The (1980) 225,554,189
Braveheart (1995) 110,286,945
Broken Arrow (1996) 105,069,070
My Left Foot (1989) 14,743,391
Carlito's Way (1993) 56,948,322
Twelve Monkeys (1995) 82,512,000
Sense and Sensibility (1995) 62,493,774
Secrets & Lies (1996) 13,417,292
Leaving Las Vegas (1995) 31,968,347
Amadeus (1984) 23,401,401
Killing Fields, The (1984) 50,509,720
Willy Wonka and the Chocolate Factory (1971) 4,000,000
Shawshank Redemption, The (1994) 28,341,469
Average 82,577,665
up

Contact. jinoh.delusion [AT] gmail.com