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 899

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Return of the Jedi (1983) 500,773,409 Return of the Jedi (1983) 500,773,409 Princess Bride, The (1987) 21,277,649
Princess Bride, The (1987) 21,277,649 Fargo (1996) 24,611,975 Godfather, The (1972) 291,702,411
Fargo (1996) 24,611,975 Godfather, The (1972) 291,702,411 Pulp Fiction (1994) 84,022,201
Godfather, The (1972) 291,702,411 Toy Story (1995) 133,344,903 Toy Story (1995) 133,344,903
Pulp Fiction (1994) 84,022,201 Titanic (1997) 600,779,824 Braveheart (1995) 110,286,945
Toy Story (1995) 133,344,903 Princess Bride, The (1987) 21,277,649 Indiana Jones and the Last Crusade (1989) 312,671,806
Braveheart (1995) 110,286,945 English Patient, The (1996) 111,415,132 Boot, Das (1981) 11,433,134
Usual Suspects, The (1995) 1,120,000 Pulp Fiction (1994) 84,022,201 Brazil (1985) 6,500,000
Forrest Gump (1994) 485,691,196 Mr. Holland's Opus (1995) 119,078,097 Return of the Jedi (1983) 500,773,409
Indiana Jones and the Last Crusade (1989) 312,671,806 Air Force One (1997) 250,384,803 Usual Suspects, The (1995) 1,120,000
Average 196,550,249 Average 213,739,040 Average 147,313,245

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
Persuasion (1995) 5,462,325
This Is Spinal Tap (1984) 188,751
When Harry Met Sally... (1989) 134,613,546
Sense and Sensibility (1995) 62,493,774
Monty Python's Life of Brian (1979) 646,124
Tomorrow Never Dies (1997) 184,221,129
Fried Green Tomatoes (1991) 117,503,000
Star Trek IV: The Voyage Home (1986) 124,751,249
Cape Fear (1991) 118,590,000
Empire Strikes Back, The (1980) 225,554,189
Hunt for Red October, The (1990) 179,209,868
It's a Wonderful Life (1946) 3,548,018
Secret of Roan Inish, The (1994) 6,101,600
2001: A Space Odyssey (1968) 25,761,621
Aladdin (1992) 328,782,825
Courage Under Fire (1996) 87,335,823
Gandhi (1982) 77,737,889
Emma (1996) 22,201,883
Casablanca (1942) 5,806,467
Maverick (1994) 151,131,272
Men in Black (1997) 367,992,228
Real Genius (1985) 13,000,000
Monty Python and the Holy Grail (1974) 1,821,082
Much Ado About Nothing (1993) 22,551,000
Vertigo (1958) 7,024,928
Back to the Future (1985) 303,398,294
Star Wars (1977) 731,853,665
Platoon (1986) 207,900,328
Clueless (1995) 75,525,013
Aliens (1986) 121,385,096
Stand by Me (1986) 69,411,304
Independence Day (ID4) (1996) 483,359,255
Groundhog Day (1993) 103,406,973
Fish Called Wanda, A (1988) 93,259,712
Hoop Dreams (1994) 7,830,611
Star Trek: First Contact (1996) 207,001,027
Absolute Power (1997) 73,037,233
My Best Friend's Wedding (1997) 185,360,508
E.T. the Extra-Terrestrial (1982) 259,597,332
Truth About Cats & Dogs, The (1996) 34,073,143
Being There (1979) 30,177,511
Contact (1997) 149,887,543
Ransom (1996) 207,758,522
Tombstone (1993) 82,627,065
Six Degrees of Separation (1993) 6,410,676
Top Gun (1986) 256,050,237
To Kill a Mockingbird (1962) 20,629,846
Miller's Crossing (1990) 5,080,409
Lion King, The (1994) 188,740,944
While You Were Sleeping (1995) 119,964,016
Jane Eyre (1996) 5,173,860
Blade Runner (1982) 1,445,283
One Flew Over the Cuckoo's Nest (1975) 171,940,000
Rear Window (1954) 6,759,601
Unforgiven (1992) 119,081,912
Speed (1994) 121,248,145
Babe (1995) 66,600,000
Schindler's List (1993) 140,409,248
Pink Floyd - The Wall (1982) 14,844,106
Heathers (1989) 1,108,462
Apollo 13 (1995) 94,378,651
Shawshank Redemption, The (1994) 28,341,469
Circle of Friends (1995) 23,397,365
Jaws (1975) 199,275,376
Jerry Maguire (1996) 228,557,864
Henry V (1989) 10,161,099
African Queen, The (1951) 4,300,000
Silence of the Lambs, The (1991) 137,332,208
Terminator 2: Judgment Day (1991) 207,064,802
Average 114,190,960
up

Contact. jinoh.delusion [AT] gmail.com