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 666

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Star Wars (1977) 731,853,665 Star Wars (1977) 731,853,665 Braveheart (1995) 110,286,945
Empire Strikes Back, The (1980) 225,554,189 Return of the Jedi (1983) 500,773,409 Babe (1995) 66,600,000
Return of the Jedi (1983) 500,773,409 Titanic (1997) 600,779,824 Secrets & Lies (1996) 13,417,292
Braveheart (1995) 110,286,945 Empire Strikes Back, The (1980) 225,554,189 Singin' in the Rain (1952) 7,665,000
Dead Man Walking (1995) 39,025,000 Toy Story (1995) 133,344,903 Postino, Il (1994) 20,681,301
E.T. the Extra-Terrestrial (1982) 259,597,332 Dead Man Walking (1995) 39,025,000 Dead Man Walking (1995) 39,025,000
Babe (1995) 66,600,000 Sense and Sensibility (1995) 62,493,774 Willy Wonka and the Chocolate Factory (1971) 4,000,000
Titanic (1997) 600,779,824 Leaving Las Vegas (1995) 31,968,347 Reservoir Dogs (1992) 2,687,008
Toy Story (1995) 133,344,903 Braveheart (1995) 110,286,945 Toy Story (1995) 133,344,903
Terminator 2: Judgment Day (1991) 207,064,802 Scream (1996) 103,001,286 Red Firecracker, Green Firecracker (1994) 272,232
Average 287,488,006 Average 253,908,134 Average 39,797,968

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
Pulp Fiction (1994) 84,022,201
Princess Bride, The (1987) 21,277,649
Spanking the Monkey (1994) 1,359,736
Unforgiven (1992) 119,081,912
GoodFellas (1990) 67,336,394
Alien (1979) 42,285,739
Get Shorty (1995) 103,619,110
East of Eden (1955) 5,000,000
Akira (1988) 439,162
Clockwork Orange, A (1971) 38,589,355
Groundhog Day (1993) 103,406,973
Bullets Over Broadway (1994) 13,383,737
In & Out (1997) 63,826,569
Flirting With Disaster (1996) 14,891,000
Contact (1997) 149,887,543
Bridge on the River Kwai, The (1957) 50,495,000
My Life as a Dog (Mitt liv som hund) (1985) 8,345,266
Day the Earth Stood Still, The (1951) 79,366,978
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621
Fearless (1993) 6,995,302
Miller's Crossing (1990) 5,080,409
Bronx Tale, A (1993) 17,266,971
High Noon (1952) 7,150,000
L.A. Confidential (1997) 64,604,977
Boot, Das (1981) 11,433,134
Amadeus (1984) 23,401,401
This Is Spinal Tap (1984) 188,751
2 Days in the Valley (1996) 11,090,856
Escape from New York (1981) 25,244,700
Godfather: Part II, The (1974) 87,973,000
Cool Hand Luke (1967) 7,300,000
In the Line of Fire (1993) 151,314,283
To Kill a Mockingbird (1962) 20,629,846
Raising Arizona (1987) 22,847,564
Mad City (1997) 10,556,196
Rebel Without a Cause (1955) 4,600,000
It's a Wonderful Life (1946) 3,548,018
Seven (Se7en) (1995) 143,225,000
Monty Python and the Holy Grail (1974) 1,821,082
Mighty Aphrodite (1995) 6,700,000
Diva (1981) 108,372
Manhattan (1979) 39,900,000
Rear Window (1954) 6,759,601
Notorious (1946) 12,800,000
Nell (1994) 33,592,700
Crumb (1994) 3,174,695
Wallace & Gromit: The Best of Aardman Animation (1996) 900,976
Charade (1963) 6,209,420
Psycho (1960) 43,200,000
Courage Under Fire (1996) 87,335,823
Dazed and Confused (1993) 7,993,039
Four Weddings and a Funeral (1994) 75,888,832
Citizen Kane (1941) 1,640,769
Schindler's List (1993) 140,409,248
Aliens (1986) 121,385,096
Bonnie and Clyde (1967) 72,800,000
Sophie's Choice (1982) 19,962,353
My Best Friend's Wedding (1997) 185,360,508
Night on Earth (1991) 2,015,810
Piano, The (1993) 40,158,000
Full Monty, The (1997) 45,857,453
Dial M for Murder (1954) 3,012,562
Strictly Ballroom (1992) 11,738,022
Big Night (1996) 11,881,039
Everyone Says I Love You (1996) 9,714,482
English Patient, The (1996) 111,415,132
Things to Do in Denver when You're Dead (1995) 529,766
Blade Runner (1982) 1,445,283
8 1/2 (1963) 50,690
Rebecca (1940) 1,526,957
North by Northwest (1959) 19,977,527
Some Like It Hot (1959) 33,300,000
Ran (1985) 113,948
Brazil (1985) 6,500,000
Exotica (1994) 4,183,379
Philadelphia Story, The (1940) 3,000,000
Manhattan Murder Mystery (1993) 11,285,588
Hoop Dreams (1994) 7,830,611
Butch Cassidy and the Sundance Kid (1969) 145,314,187
2001: A Space Odyssey (1968) 25,761,621
Annie Hall (1977) 57,253,791
Being There (1979) 30,177,511
Fish Called Wanda, A (1988) 93,259,712
Godfather, The (1972) 291,702,411
Cook the Thief His Wife & Her Lover, The (1989) 7,724,701
Cat on a Hot Tin Roof (1958) 26,355,486
Silence of the Lambs, The (1991) 137,332,208
Twelve Monkeys (1995) 82,512,000
On Golden Pond (1981) 80,430,967
Full Metal Jacket (1987) 69,057,676
Gandhi (1982) 77,737,889
Apocalypse Now (1979) 42,606,290
Manchurian Candidate, The (1962) 4,180,630
Broken Arrow (1996) 105,069,070
Vertigo (1958) 7,024,928
Chinatown (1974) 42,400,000
Shawshank Redemption, The (1994) 28,341,469
Lawrence of Arabia (1962) 20,652,481
While You Were Sleeping (1995) 119,964,016
Nobody's Fool (1994) 57,487,686
Hudsucker Proxy, The (1994) 2,869,369
Dances with Wolves (1990) 265,746,848
African Queen, The (1951) 4,300,000
Touch of Evil (1958) 2,237,659
Thirty-Two Short Films About Glenn Gould (1993) 1,567,543
Fried Green Tomatoes (1991) 117,503,000
Local Hero (1983) 5,767,363
Eye for an Eye (1996) 26,792,700
Birds, The (1963) 16,493,900
Taxi Driver (1976) 33,669,000
Glory (1989) 100,326
Thin Man, The (1934) 1,423,000
Enchanted April (1991) 13,200,170
Fargo (1996) 24,611,975
Bound (1996) 3,798,532
Usual Suspects, The (1995) 1,120,000
One Flew Over the Cuckoo's Nest (1975) 171,940,000
M*A*S*H (1970) 109,920,000
Stand by Me (1986) 69,411,304
Raging Bull (1980) 49,034
Citizen Ruth (1996) 153,155
Grifters, The (1990) 13,446,769
Casablanca (1942) 5,806,467
Naked (1993) 1,769,305
Average 42,223,082
up

Contact. jinoh.delusion [AT] gmail.com