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 267

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Princess Bride, The (1987) 21,277,649 Contact (1997) 149,887,543 Schindler's List (1993) 140,409,248
Schindler's List (1993) 140,409,248 Toy Story (1995) 133,344,903 Terminator 2: Judgment Day (1991) 207,064,802
One Flew Over the Cuckoo's Nest (1975) 171,940,000 Schindler's List (1993) 140,409,248 Babe (1995) 66,600,000
Terminator 2: Judgment Day (1991) 207,064,802 Princess Bride, The (1987) 21,277,649 Psycho (1960) 43,200,000
Toy Story (1995) 133,344,903 One Flew Over the Cuckoo's Nest (1975) 171,940,000 Gandhi (1982) 77,737,889
Amadeus (1984) 23,401,401 Titanic (1997) 600,779,824 Princess Bride, The (1987) 21,277,649
Citizen Kane (1941) 1,640,769 English Patient, The (1996) 111,415,132 Rear Window (1954) 6,759,601
Psycho (1960) 43,200,000 Terminator 2: Judgment Day (1991) 207,064,802 Cinema Paradiso (1988) 392,045
Rear Window (1954) 6,759,601 Dead Man Walking (1995) 39,025,000 E.T. the Extra-Terrestrial (1982) 259,597,332
Seven (Se7en) (1995) 143,225,000 Willy Wonka and the Chocolate Factory (1971) 4,000,000 Clerks (1994) 3,151,130
Average 89,226,337 Average 157,914,410 Average 82,618,969

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
Miller's Crossing (1990) 5,080,409
Kingpin (1996) 24,944,213
From Dusk Till Dawn (1996) 45,553,840
Batman (1989) 401,685,407
Raising Arizona (1987) 22,847,564
Pretty Woman (1990) 260,311,268
Wallace & Gromit: The Best of Aardman Animation (1996) 900,976
Chinatown (1974) 42,400,000
Star Wars (1977) 731,853,665
In the Line of Fire (1993) 151,314,283
Lawnmower Man, The (1992) 27,207,265
Pink Floyd - The Wall (1982) 14,844,106
Casino (1995) 62,726,000
Apollo 13 (1995) 94,378,651
Godfather: Part II, The (1974) 87,973,000
M. Butterfly (1993) 1,499,795
Tombstone (1993) 82,627,065
Vanya on 42nd Street (1994) 1,746,050
Twelve Monkeys (1995) 82,512,000
Speed (1994) 121,248,145
Shallow Grave (1994) 2,881,508
Fifth Element, The (1997) 92,897,302
Brazil (1985) 6,500,000
Good, The Bad and The Ugly, The (1966) 19,000,000
Rumble in the Bronx (1995) 32,333,860
Braveheart (1995) 110,286,945
Heathers (1989) 1,108,462
Grifters, The (1990) 13,446,769
Trainspotting (1996) 16,501,785
Killing Zoe (1994) 418,953
Back to the Future (1985) 303,398,294
Vertigo (1958) 7,024,928
Sleepless in Seattle (1993) 191,463,006
Great White Hype, The (1996) 7,874,000
Four Rooms (1995) 4,301,331
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621
Clueless (1995) 75,525,013
Heat (1995) 97,783,000
Beavis and Butt-head Do America (1996) 90,162,233
Dumb & Dumber (1994) 190,775,354
Ran (1985) 113,948
Monty Python and the Holy Grail (1974) 1,821,082
Empire Strikes Back, The (1980) 225,554,189
Hot Shots! Part Deux (1993) 58,033,237
Star Trek: The Wrath of Khan (1982) 118,633,541
Immortal Beloved (1994) 9,914,409
Star Trek: First Contact (1996) 207,001,027
North by Northwest (1959) 19,977,527
When Harry Met Sally... (1989) 134,613,546
Desperado (1995) 25,625,110
Supercop (1992) 16,249,557
Kids in the Hall: Brain Candy (1996) 2,653,000
What's Eating Gilbert Grape (1993) 9,170,214
Aliens (1986) 121,385,096
Batman Returns (1992) 262,844,850
Swimming with Sharks (1995) 376,928
Boot, Das (1981) 11,433,134
Shawshank Redemption, The (1994) 28,341,469
Dave (1993) 93,370,710
Star Trek III: The Search for Spock (1984) 106,458,579
Stand by Me (1986) 69,411,304
Die Hard: With a Vengeance (1995) 147,009,359
Die Hard (1988) 116,707,729
GoodFellas (1990) 67,336,394
Lone Star (1996) 13,269,963
Alien 3 (1992) 87,235,600
Natural Born Killers (1994) 72,282,766
Basic Instinct (1992) 126,227,000
Clockwork Orange, A (1971) 38,589,355
Crimson Tide (1995) 135,266,000
Akira (1988) 439,162
Cape Fear (1991) 118,590,000
Apocalypse Now (1979) 42,606,290
Reservoir Dogs (1992) 2,687,008
20,000 Leagues Under the Sea (1954) 11,000,000
This Is Spinal Tap (1984) 188,751
Conan the Barbarian (1981) 60,241,612
Ed Wood (1994) 5,887,457
Fish Called Wanda, A (1988) 93,259,712
Star Trek IV: The Voyage Home (1986) 124,751,249
Fargo (1996) 24,611,975
Godfather, The (1972) 291,702,411
Pulp Fiction (1994) 84,022,201
African Queen, The (1951) 4,300,000
Jurassic Park (1993) 563,476,625
Hudsucker Proxy, The (1994) 2,869,369
Casablanca (1942) 5,806,467
Groundhog Day (1993) 103,406,973
Giant (1956) 14,169,928
Bram Stoker's Dracula (1992) 129,722,790
True Romance (1993) 12,281,500
Unforgiven (1992) 119,081,912
Sneakers (1992) 75,733,000
Silence of the Lambs, The (1991) 137,332,208
To Die For (1995) 21,284,514
Donnie Brasco (1997) 60,851,988
Weekend at Bernie's (1989) 30,218,387
Forrest Gump (1994) 485,691,196
Under Siege (1992) 120,463,139
Platoon (1986) 207,900,328
Ghost in the Shell (Kokaku kidotai) (1995) 515,205
Indiana Jones and the Last Crusade (1989) 312,671,806
Full Metal Jacket (1987) 69,057,676
2001: A Space Odyssey (1968) 25,761,621
Top Gun (1986) 256,050,237
Better Off Dead... (1985) 10,297,601
Usual Suspects, The (1995) 1,120,000
Blade Runner (1982) 1,445,283
Return of the Jedi (1983) 500,773,409
Cool Runnings (1993) 98,839,263
Hunt for Red October, The (1990) 179,209,868
Alien (1979) 42,285,739
Highlander (1986) 5,735,847
Average 91,306,720
up

Contact. jinoh.delusion [AT] gmail.com