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 618

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Princess Bride, The (1987) 21,277,649 Contact (1997) 149,887,543 One Flew Over the Cuckoo's Nest (1975) 171,940,000
One Flew Over the Cuckoo's Nest (1975) 171,940,000 Princess Bride, The (1987) 21,277,649 Indiana Jones and the Last Crusade (1989) 312,671,806
Indiana Jones and the Last Crusade (1989) 312,671,806 One Flew Over the Cuckoo's Nest (1975) 171,940,000 Babe (1995) 66,600,000
Terminator 2: Judgment Day (1991) 207,064,802 English Patient, The (1996) 111,415,132 Gandhi (1982) 77,737,889
Blade Runner (1982) 1,445,283 Indiana Jones and the Last Crusade (1989) 312,671,806 Rear Window (1954) 6,759,601
Back to the Future (1985) 303,398,294 Terminator 2: Judgment Day (1991) 207,064,802 Apocalypse Now (1979) 42,606,290
Rear Window (1954) 6,759,601 Blade Runner (1982) 1,445,283 Princess Bride, The (1987) 21,277,649
Citizen Kane (1941) 1,640,769 Mr. Holland's Opus (1995) 119,078,097 Reservoir Dogs (1992) 2,687,008
When Harry Met Sally... (1989) 134,613,546 Boot, Das (1981) 11,433,134 When Harry Met Sally... (1989) 134,613,546
Apocalypse Now (1979) 42,606,290 Dead Man Walking (1995) 39,025,000 Aladdin (1992) 328,782,825
Average 120,341,804 Average 114,523,844 Average 116,567,661

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
Fargo (1996) 24,611,975
Psycho (1960) 43,200,000
GoodFellas (1990) 67,336,394
Apollo 13 (1995) 94,378,651
Jerry Maguire (1996) 228,557,864
Breakfast at Tiffany's (1961) 15,500,000
It's a Wonderful Life (1946) 3,548,018
Heat (1995) 97,783,000
Usual Suspects, The (1995) 1,120,000
Dead Poets Society (1989) 144,288,116
Star Wars (1977) 731,853,665
Miracle on 34th Street (1994) 17,193,886
Top Gun (1986) 256,050,237
Monty Python and the Holy Grail (1974) 1,821,082
Dazed and Confused (1993) 7,993,039
Eraser (1996) 147,260,786
Henry V (1989) 10,161,099
Lion King, The (1994) 188,740,944
Raging Bull (1980) 49,034
Stand by Me (1986) 69,411,304
Schindler's List (1993) 140,409,248
While You Were Sleeping (1995) 119,964,016
True Lies (1994) 226,261,000
E.T. the Extra-Terrestrial (1982) 259,597,332
Cliffhanger (1993) 127,356,211
Dances with Wolves (1990) 265,746,848
Field of Dreams (1989) 94,962,625
Nightmare Before Christmas, The (1993) 22,782,289
Dolores Claiborne (1994) 24,361,867
American President, The (1995) 95,000,000
Seven (Se7en) (1995) 143,225,000
Amadeus (1984) 23,401,401
Jurassic Park (1993) 563,476,625
Mary Poppins (1964) 133,300,000
To Kill a Mockingbird (1962) 20,629,846
Aliens (1986) 121,385,096
Braveheart (1995) 110,286,945
Pinocchio (1940) 59,305,559
Toy Story (1995) 133,344,903
Streetcar Named Desire, A (1951) 4,414,474
One Fine Day (1996) 68,829,020
Forrest Gump (1994) 485,691,196
Ben-Hur (1959) 106,992,000
Taxi Driver (1976) 33,669,000
Silence of the Lambs, The (1991) 137,332,208
Jaws (1975) 199,275,376
Godfather: Part II, The (1974) 87,973,000
Father of the Bride (1950) 4,054,400
Piano, The (1993) 40,158,000
Birds, The (1963) 16,493,900
Godfather, The (1972) 291,702,411
White Squall (1996) 10,300,000
Alien (1979) 42,285,739
Hamlet (1996) 4,414,535
Shawshank Redemption, The (1994) 28,341,469
Fantasia (1940) 49,310,882
Batman (1989) 401,685,407
Return of the Jedi (1983) 500,773,409
Twelve Monkeys (1995) 82,512,000
Speed (1994) 121,248,145
Independence Day (ID4) (1996) 483,359,255
Glory (1989) 100,326
Gone with the Wind (1939) 200,155,278
Empire Strikes Back, The (1980) 225,554,189
Pulp Fiction (1994) 84,022,201
Roman Holiday (1953) 8,000,000
Titanic (1997) 600,779,824
Die Hard (1988) 116,707,729
Sleepless in Seattle (1993) 191,463,006
Old Yeller (1957) 10,050,000
Hunt for Red October, The (1990) 179,209,868
Casablanca (1942) 5,806,467
Othello (1995) 2,112,951
2001: A Space Odyssey (1968) 25,761,621
Crimson Tide (1995) 135,266,000
Rebel Without a Cause (1955) 4,600,000
Beauty and the Beast (1991) 94,902,028
Shine (1996) 53,830,909
Average 127,881,976
up

Contact. jinoh.delusion [AT] gmail.com