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 299

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
Shawshank Redemption, The (1994) 28,341,469 Contact (1997) 149,887,543 Rear Window (1954) 6,759,601
Empire Strikes Back, The (1980) 225,554,189 Return of the Jedi (1983) 500,773,409 Lone Star (1996) 13,269,963
Rear Window (1954) 6,759,601 Full Monty, The (1997) 45,857,453 City of Lost Children, The (1995) 1,513,028
One Flew Over the Cuckoo's Nest (1975) 171,940,000 Dead Man Walking (1995) 39,025,000 It's a Wonderful Life (1946) 3,548,018
Return of the Jedi (1983) 500,773,409 Toy Story (1995) 133,344,903 Empire Strikes Back, The (1980) 225,554,189
Dead Man Walking (1995) 39,025,000 Titanic (1997) 600,779,824 Godfather: Part II, The (1974) 87,973,000
Full Monty, The (1997) 45,857,453 Shawshank Redemption, The (1994) 28,341,469 Reservoir Dogs (1992) 2,687,008
To Kill a Mockingbird (1962) 20,629,846 Twelve Monkeys (1995) 82,512,000 Dead Man Walking (1995) 39,025,000
Godfather: Part II, The (1974) 87,973,000 Empire Strikes Back, The (1980) 225,554,189 Rosencrantz and Guildenstern Are Dead (1990) 739,104
Average 115,146,594 Average 183,068,776 Average 40,568,088

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
Die Hard (1988) 116,707,729
Before Sunrise (1995) 1,423,537
Postino, Il (1994) 20,681,301
Citizen Kane (1941) 1,640,769
Looking for Richard (1996) 1,361,420
Beauty and the Beast (1991) 94,902,028
Paths of Glory (1957) 899,327
Local Hero (1983) 5,767,363
Raising Arizona (1987) 22,847,564
Aliens (1986) 121,385,096
Monty Python and the Holy Grail (1974) 1,821,082
Indiana Jones and the Last Crusade (1989) 312,671,806
Brothers McMullen, The (1995) 10,246,600
Gattaca (1997) 12,339,633
Big Night (1996) 11,881,039
Star Wars (1977) 731,853,665
English Patient, The (1996) 111,415,132
Paris Is Burning (1990) 3,779,620
Clueless (1995) 75,525,013
Cinderella (1950) 75,188,149
Ransom (1996) 207,758,522
War Room, The (1993) 901,668
Vertigo (1958) 7,024,928
Godfather, The (1972) 291,702,411
My Fair Lady (1964) 42,805,000
To Die For (1995) 21,284,514
Young Frankenstein (1974) 125,123,000
Wag the Dog (1997) 43,022,524
Schindler's List (1993) 140,409,248
Hamlet (1996) 4,414,535
When Harry Met Sally... (1989) 134,613,546
Like Water For Chocolate (Como agua para chocolate) (1992) 21,665,500
Brassed Off (1996) 2,560,471
My Left Foot (1989) 14,743,391
Some Like It Hot (1959) 33,300,000
Some Kind of Wonderful (1987) 18,553,948
Secrets & Lies (1996) 13,417,292
Barcelona (1994) 7,266,973
2001: A Space Odyssey (1968) 25,761,621
Don Juan DeMarco (1995) 22,200,000
Swingers (1996) 4,505,922
Lawrence of Arabia (1962) 20,652,481
Willy Wonka and the Chocolate Factory (1971) 4,000,000
Mighty Aphrodite (1995) 6,700,000
Shallow Grave (1994) 2,881,508
Better Off Dead... (1985) 10,297,601
Princess Bride, The (1987) 21,277,649
Mr. Smith Goes to Washington (1939) 1,500,000
Heathers (1989) 1,108,462
Remains of the Day, The (1993) 22,954,968
Leaving Las Vegas (1995) 31,968,347
Madness of King George, The (1994) 15,238,994
Misérables, Les (1995) 1,035,890
Three Colors: Red (1994) 4,043,686
Brazil (1985) 6,500,000
Pulp Fiction (1994) 84,022,201
Cinema Paradiso (1988) 392,045
Rebecca (1940) 1,526,957
Trainspotting (1996) 16,501,785
All About Eve (1950) 4,210,177
Back to the Future (1985) 303,398,294
Deconstructing Harry (1997) 10,569,071
American President, The (1995) 95,000,000
Celluloid Closet, The (1995) 1,507,800
Until the End of the World (Bis ans Ende der Welt) (1991) 752,856
Amadeus (1984) 23,401,401
Henry V (1989) 10,161,099
Air Force One (1997) 250,384,803
Nelly & Monsieur Arnaud (1995) 858,345
Double vie de Véronique, La (Double Life of Veronique, The) (1991) 1,999,955
Ruby in Paradise (1993) 1,001,437
People vs. Larry Flynt, The (1996) 20,191,312
My Life as a Dog (Mitt liv som hund) (1985) 8,345,266
Sense and Sensibility (1995) 62,493,774
Annie Hall (1977) 57,253,791
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621
Thirty-Two Short Films About Glenn Gould (1993) 1,567,543
Ed Wood (1994) 5,887,457
Shall We Dance? (1996) 9,676,677
Real Genius (1985) 13,000,000
African Queen, The (1951) 4,300,000
Trust (1990) 356,122
Bound (1996) 3,798,532
Casablanca (1942) 5,806,467
Dave (1993) 93,370,710
Primary Colors (1998) 38,966,057
Sunset Blvd. (1950) 7,500,000
L.A. Confidential (1997) 64,604,977
Face/Off (1997) 163,746,077
Ran (1985) 113,948
Taxi Driver (1976) 33,669,000
Cronos (1992) 621,392
Delicatessen (1991) 1,794,187
Queen Margot (Reine Margot, La) (1994) 2,017,346
Bullets Over Broadway (1994) 13,383,737
Apollo 13 (1995) 94,378,651
Philadelphia Story, The (1940) 3,000,000
Hudsucker Proxy, The (1994) 2,869,369
Groundhog Day (1993) 103,406,973
Hoop Dreams (1994) 7,830,611
Roman Holiday (1953) 8,000,000
Nightmare Before Christmas, The (1993) 22,782,289
Hear My Song (1991) 4,313,173
Immortal Beloved (1994) 9,914,409
Sleeper (1973) 18,344,729
Grosse Pointe Blank (1997) 28,014,536
Three Colors: Blue (1993) 1,324,974
Monty Python's Life of Brian (1979) 646,124
Wings of Desire (1987) 3,806,540
Silence of the Lambs, The (1991) 137,332,208
Burnt By the Sun (1994) 2,616,503
Serial Mom (1994) 7,881,335
Jean de Florette (1986) 4,940,939
Manhattan (1979) 39,900,000
Dances with Wolves (1990) 265,746,848
Boot, Das (1981) 11,433,134
North by Northwest (1959) 19,977,527
Grifters, The (1990) 13,446,769
Usual Suspects, The (1995) 1,120,000
Richard III (1995) 2,600,000
Diva (1981) 108,372
Benny & Joon (1993) 23,202,734
Candidate, The (1972) 82,274
M*A*S*H (1970) 109,920,000
I.Q. (1994) 26,372,663
Wedding Singer, The (1998) 114,729,850
Blade Runner (1982) 1,445,283
Much Ado About Nothing (1993) 22,551,000
Wallace & Gromit: The Best of Aardman Animation (1996) 900,976
Three Colors: White (1994) 1,464,625
Clockwork Orange, A (1971) 38,589,355
Unbearable Lightness of Being, The (1988) 10,006,806
Average 42,846,676
up

Contact. jinoh.delusion [AT] gmail.com