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 230

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Schindler's List (1993) 140,409,248 Godfather, The (1972) 291,702,411 Schindler's List (1993) 140,409,248
Godfather, The (1972) 291,702,411 Schindler's List (1993) 140,409,248 Godfather, The (1972) 291,702,411
Princess Bride, The (1987) 21,277,649 Contact (1997) 149,887,543 Princess Bride, The (1987) 21,277,649
Pulp Fiction (1994) 84,022,201 Titanic (1997) 600,779,824 Pulp Fiction (1994) 84,022,201
Casablanca (1942) 5,806,467 Princess Bride, The (1987) 21,277,649 Terminator 2: Judgment Day (1991) 207,064,802
Terminator 2: Judgment Day (1991) 207,064,802 English Patient, The (1996) 111,415,132 Mr. Holland's Opus (1995) 119,078,097
Amadeus (1984) 23,401,401 Pulp Fiction (1994) 84,022,201 Alien (1979) 42,285,739
Usual Suspects, The (1995) 1,120,000 Mr. Holland's Opus (1995) 119,078,097 Trainspotting (1996) 16,501,785
Alien (1979) 42,285,739 Air Force One (1997) 250,384,803 Men in Black (1997) 367,992,228
Titanic (1997) 600,779,824 Casablanca (1942) 5,806,467 Usual Suspects, The (1995) 1,120,000
Average 141,786,974 Average 177,476,337 Average 129,145,416

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
Kull the Conqueror (1997) 6,086,891
Ransom (1996) 207,758,522
Fly Away Home (1996) 24,506,082
Empire Strikes Back, The (1980) 225,554,189
Mary Poppins (1964) 133,300,000
Groundhog Day (1993) 103,406,973
Miracle on 34th Street (1994) 17,193,886
Bedknobs and Broomsticks (1971) 838,193
Jaws (1975) 199,275,376
Indiana Jones and the Last Crusade (1989) 312,671,806
Dead Poets Society (1989) 144,288,116
Ghost (1990) 226,931,306
Star Wars (1977) 731,853,665
Monty Python's Life of Brian (1979) 646,124
Phenomenon (1996) 155,732,573
Piano, The (1993) 40,158,000
Psycho (1960) 43,200,000
Legends of the Fall (1994) 98,628,842
Fish Called Wanda, A (1988) 93,259,712
Babe (1995) 66,600,000
Pretty Woman (1990) 260,311,268
Boys of St. Vincent, The (1993) 204,540
Birds, The (1963) 16,493,900
Fantasia (1940) 49,310,882
Absolute Power (1997) 73,037,233
Leaving Las Vegas (1995) 31,968,347
Seven (Se7en) (1995) 143,225,000
Aliens (1986) 121,385,096
Return of the Jedi (1983) 500,773,409
One Flew Over the Cuckoo's Nest (1975) 171,940,000
Dances with Wolves (1990) 265,746,848
My Fair Lady (1964) 42,805,000
Four Weddings and a Funeral (1994) 75,888,832
20,000 Leagues Under the Sea (1954) 11,000,000
Lion King, The (1994) 188,740,944
Cinderella (1950) 75,188,149
Boot, Das (1981) 11,433,134
Citizen Kane (1941) 1,640,769
Wyatt Earp (1994) 25,052,000
Silence of the Lambs, The (1991) 137,332,208
Indian in the Cupboard, The (1995) 35,617,599
Hunt for Red October, The (1990) 179,209,868
Apollo 13 (1995) 94,378,651
Jerry Maguire (1996) 228,557,864
Aladdin (1992) 328,782,825
Back to the Future (1985) 303,398,294
To Kill a Mockingbird (1962) 20,629,846
Toy Story (1995) 133,344,903
Jurassic Park (1993) 563,476,625
When Harry Met Sally... (1989) 134,613,546
Up Close and Personal (1996) 74,045,801
Sneakers (1992) 75,733,000
Sling Blade (1996) 24,475,416
Independence Day (ID4) (1996) 483,359,255
Kull the Conqueror (1997) 6,086,891
Liar Liar (1997) 277,327,280
Grease (1978) 96,605,260
Beauty and the Beast (1991) 94,902,028
African Queen, The (1951) 4,300,000
Mission: Impossible (1996) 274,049,639
Butch Cassidy and the Sundance Kid (1969) 145,314,187
Bridges of Madison County, The (1995) 105,823,517
It's a Wonderful Life (1946) 3,548,018
Pink Floyd - The Wall (1982) 14,844,106
M*A*S*H (1970) 109,920,000
Fargo (1996) 24,611,975
Monty Python and the Holy Grail (1974) 1,821,082
On Golden Pond (1981) 80,430,967
Braveheart (1995) 110,286,945
Top Gun (1986) 256,050,237
Cat on a Hot Tin Roof (1958) 26,355,486
E.T. the Extra-Terrestrial (1982) 259,597,332
Shawshank Redemption, The (1994) 28,341,469
Robin Hood: Prince of Thieves (1991) 173,380,000
Rob Roy (1995) 31,600,000
Forrest Gump (1994) 485,691,196
Little Women (1994) 75,083,616
Average 135,077,435
up

Contact. jinoh.delusion [AT] gmail.com