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 577

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Pulp Fiction (1994) 84,022,201 Godfather, The (1972) 291,702,411 Pulp Fiction (1994) 84,022,201
Indiana Jones and the Last Crusade (1989) 312,671,806 Contact (1997) 149,887,543 Indiana Jones and the Last Crusade (1989) 312,671,806
Godfather, The (1972) 291,702,411 Pulp Fiction (1994) 84,022,201 One Flew Over the Cuckoo's Nest (1975) 171,940,000
One Flew Over the Cuckoo's Nest (1975) 171,940,000 Mr. Holland's Opus (1995) 119,078,097 Mr. Holland's Opus (1995) 119,078,097
Blade Runner (1982) 1,445,283 Indiana Jones and the Last Crusade (1989) 312,671,806 Psycho (1960) 43,200,000
Mr. Holland's Opus (1995) 119,078,097 Star Trek: First Contact (1996) 207,001,027 Miracle on 34th Street (1994) 17,193,886
Speed (1994) 121,248,145 Men in Black (1997) 367,992,228 Much Ado About Nothing (1993) 22,551,000
Contact (1997) 149,887,543 Twelve Monkeys (1995) 82,512,000 Men in Black (1997) 367,992,228
Die Hard (1988) 116,707,729 Air Force One (1997) 250,384,803 Casablanca (1942) 5,806,467
Casablanca (1942) 5,806,467 English Patient, The (1996) 111,415,132 Twelve Monkeys (1995) 82,512,000
Average 137,450,968 Average 197,666,724 Average 122,696,768

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
Star Trek III: The Search for Spock (1984) 106,458,579
Tin Cup (1996) 77,003,584
Back to the Future (1985) 303,398,294
In the Line of Fire (1993) 151,314,283
Aladdin (1992) 328,782,825
Mrs. Doubtfire (1993) 330,200,000
First Knight (1995) 37,600,435
Operation Dumbo Drop (1995) 24,700,000
Birds, The (1963) 16,493,900
To Wong Foo, Thanks for Everything! Julie Newmar (1995) 36,475,691
Powder (1995) 30,862,146
That Thing You Do! (1996) 25,809,813
Immortal Beloved (1994) 9,914,409
Usual Suspects, The (1995) 1,120,000
True Lies (1994) 226,261,000
Angels in the Outfield (1994) 72,693,831
Mary Shelley's Frankenstein (1994) 22,006,296
101 Dalmatians (1996) 197,767,821
Stand by Me (1986) 69,411,304
Far From Home: The Adventures of Yellow Dog (1995) 11,642,946
Monty Python and the Holy Grail (1974) 1,821,082
E.T. the Extra-Terrestrial (1982) 259,597,332
Quiz Show (1994) 24,822,619
Michael (1996) 144,887,370
Mixed Nuts (1994) 6,798,240
Get Shorty (1995) 103,619,110
Searching for Bobby Fischer (1993) 7,266,383
Glory (1989) 100,326
Homeward Bound II: Lost in San Francisco (1996) 32,709,423
Murder in the First (1995) 17,382,000
Santa Clause, The (1994) 139,225,854
Spy Hard (1996) 26,906,039
Toy Story (1995) 133,344,903
Young Frankenstein (1974) 125,123,000
Shine (1996) 53,830,909
Hunt for Red October, The (1990) 179,209,868
Piano, The (1993) 40,158,000
Fargo (1996) 24,611,975
Forrest Gump (1994) 485,691,196
Bram Stoker's Dracula (1992) 129,722,790
Homeward Bound: The Incredible Journey (1993) 60,039,088
Babe (1995) 66,600,000
Amadeus (1984) 23,401,401
Lion King, The (1994) 188,740,944
Long Kiss Goodnight, The (1996) 33,328,051
Rob Roy (1995) 31,600,000
What's Eating Gilbert Grape (1993) 9,170,214
Clear and Present Danger (1994) 176,112,710
Apollo 13 (1995) 94,378,651
Alien 3 (1992) 87,235,600
Willy Wonka and the Chocolate Factory (1971) 4,000,000
Die Hard 2 (1990) 120,083,665
Truth About Cats & Dogs, The (1996) 34,073,143
Fatal Instinct (1993) 7,852,653
American Werewolf in London, An (1981) 20,445,527
Crimson Tide (1995) 135,266,000
Outbreak (1995) 99,323,573
Jurassic Park (1993) 563,476,625
Princess Bride, The (1987) 21,277,649
Shawshank Redemption, The (1994) 28,341,469
Top Gun (1986) 256,050,237
Robin Hood: Prince of Thieves (1991) 173,380,000
Philadelphia (1993) 114,946,440
Being There (1979) 30,177,511
Face/Off (1997) 163,746,077
Ransom (1996) 207,758,522
Jerry Maguire (1996) 228,557,864
Empire Strikes Back, The (1980) 225,554,189
Titanic (1997) 600,779,824
Aristocats, The (1970) 43,914,658
Tombstone (1993) 82,627,065
Terminator 2: Judgment Day (1991) 207,064,802
Dead Poets Society (1989) 144,288,116
Dragonheart (1996) 51,317,350
Hoop Dreams (1994) 7,830,611
Jack (1996) 84,189,393
Field of Dreams (1989) 94,962,625
Groundhog Day (1993) 103,406,973
In the Name of the Father (1993) 25,096,862
Batman (1989) 401,685,407
I.Q. (1994) 26,372,663
It's a Wonderful Life (1946) 3,548,018
Alien (1979) 42,285,739
Schindler's List (1993) 140,409,248
Just Cause (1995) 36,853,222
Gone with the Wind (1939) 200,155,278
Star Wars (1977) 731,853,665
Silence of the Lambs, The (1991) 137,332,208
To Kill a Mockingbird (1962) 20,629,846
Beauty and the Beast (1991) 94,902,028
My Family (1995) 11,079,373
Braveheart (1995) 110,286,945
Liar Liar (1997) 277,327,280
When Harry Met Sally... (1989) 134,613,546
With Honors (1994) 20,043,254
Independence Day (ID4) (1996) 483,359,255
Ghost (1990) 226,931,306
Devil in a Blue Dress (1995) 16,030,096
Grumpier Old Men (1995) 105,662,663
Dave (1993) 93,370,710
Dances with Wolves (1990) 265,746,848
Copycat (1995) 32,051,917
Phenomenon (1996) 155,732,573
Malice (1993) 67,044,636
Return of the Jedi (1983) 500,773,409
Aliens (1986) 121,385,096
Average 123,817,055
up

Contact. jinoh.delusion [AT] gmail.com