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 263

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Empire Strikes Back, The (1980) 225,554,189 English Patient, The (1996) 111,415,132 Empire Strikes Back, The (1980) 225,554,189
Princess Bride, The (1987) 21,277,649 Titanic (1997) 600,779,824 Princess Bride, The (1987) 21,277,649
Pulp Fiction (1994) 84,022,201 Contact (1997) 149,887,543 Psycho (1960) 43,200,000
Amadeus (1984) 23,401,401 Empire Strikes Back, The (1980) 225,554,189 When Harry Met Sally... (1989) 134,613,546
Blade Runner (1982) 1,445,283 Pulp Fiction (1994) 84,022,201 English Patient, The (1996) 111,415,132
Indiana Jones and the Last Crusade (1989) 312,671,806 Princess Bride, The (1987) 21,277,649 Pulp Fiction (1994) 84,022,201
Usual Suspects, The (1995) 1,120,000 Amadeus (1984) 23,401,401 Henry V (1989) 10,161,099
To Kill a Mockingbird (1962) 20,629,846 Usual Suspects, The (1995) 1,120,000 Rear Window (1954) 6,759,601
Rear Window (1954) 6,759,601 Blade Runner (1982) 1,445,283 Independence Day (ID4) (1996) 483,359,255
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621 L.A. Confidential (1997) 64,604,977 Philadelphia Story, The (1940) 3,000,000
Average 70,195,659 Average 128,350,819 Average 112,336,267

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
Aliens (1986) 121,385,096
Mary Poppins (1964) 133,300,000
Terminator 2: Judgment Day (1991) 207,064,802
Speed (1994) 121,248,145
Old Yeller (1957) 10,050,000
Cool Hand Luke (1967) 7,300,000
Dances with Wolves (1990) 265,746,848
Good Will Hunting (1997) 192,328,280
Remains of the Day, The (1993) 22,954,968
Alien (1979) 42,285,739
Sabrina (1954) 14,000,000
Jurassic Park (1993) 563,476,625
Forrest Gump (1994) 485,691,196
Conspiracy Theory (1997) 111,189,998
Godfather, The (1972) 291,702,411
Schindler's List (1993) 140,409,248
Citizen Kane (1941) 1,640,769
Phenomenon (1996) 155,732,573
Patton (1970) 89,800,000
Aladdin (1992) 328,782,825
Die Hard (1988) 116,707,729
Field of Dreams (1989) 94,962,625
Good, The Bad and The Ugly, The (1966) 19,000,000
Ben-Hur (1959) 106,992,000
Shawshank Redemption, The (1994) 28,341,469
On Golden Pond (1981) 80,430,967
Around the World in 80 Days (1956) 23,120,000
E.T. the Extra-Terrestrial (1982) 259,597,332
Full Monty, The (1997) 45,857,453
Casablanca (1942) 5,806,467
Hunt for Red October, The (1990) 179,209,868
Quiet Man, The (1952) 3,800,000
High Noon (1952) 7,150,000
Return of the Pink Panther, The (1974) 37,170,000
Killing Fields, The (1984) 50,509,720
Monty Python and the Holy Grail (1974) 1,821,082
Full Metal Jacket (1987) 69,057,676
Braveheart (1995) 110,286,945
It's a Wonderful Life (1946) 3,548,018
Fargo (1996) 24,611,975
As Good As It Gets (1997) 215,563,842
Groundhog Day (1993) 103,406,973
Seven Years in Tibet (1997) 37,901,509
Searching for Bobby Fischer (1993) 7,266,383
Misérables, Les (1995) 1,035,890
Quiz Show (1994) 24,822,619
Star Trek: First Contact (1996) 207,001,027
African Queen, The (1951) 4,300,000
Back to the Future (1985) 303,398,294
Once Upon a Time in the West (1969) 5,321,508
Apt Pupil (1998) 8,838,938
Gandhi (1982) 77,737,889
Little Women (1994) 75,083,616
Mr. Smith Goes to Washington (1939) 1,500,000
Dave (1993) 93,370,710
Boot, Das (1981) 11,433,134
Lawrence of Arabia (1962) 20,652,481
Swiss Family Robinson (1960) 20,178,000
Birds, The (1963) 16,493,900
Star Wars (1977) 731,853,665
Apocalypse Now (1979) 42,606,290
Some Like It Hot (1959) 33,300,000
Toy Story (1995) 133,344,903
Silence of the Lambs, The (1991) 137,332,208
American in Paris, An (1951) 12,505,000
Gone with the Wind (1939) 200,155,278
One Flew Over the Cuckoo's Nest (1975) 171,940,000
Bridge on the River Kwai, The (1957) 50,495,000
2001: A Space Odyssey (1968) 25,761,621
Dead Poets Society (1989) 144,288,116
Forbidden Planet (1956) 3,000,000
Crimson Tide (1995) 135,266,000
Butch Cassidy and the Sundance Kid (1969) 145,314,187
Jaws (1975) 199,275,376
Miracle on 34th Street (1994) 17,193,886
Return of the Jedi (1983) 500,773,409
20,000 Leagues Under the Sea (1954) 11,000,000
Average 110,451,720
up

Contact. jinoh.delusion [AT] gmail.com