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 907

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Air Force One (1997) 250,384,803 Air Force One (1997) 250,384,803 Air Force One (1997) 250,384,803
Godfather, The (1972) 291,702,411 Godfather, The (1972) 291,702,411 Shawshank Redemption, The (1994) 28,341,469
Star Trek: First Contact (1996) 207,001,027 Star Trek: First Contact (1996) 207,001,027 Pulp Fiction (1994) 84,022,201
Shawshank Redemption, The (1994) 28,341,469 Leaving Las Vegas (1995) 31,968,347 Braveheart (1995) 110,286,945
Pulp Fiction (1994) 84,022,201 Men in Black (1997) 367,992,228 Leaving Las Vegas (1995) 31,968,347
Braveheart (1995) 110,286,945 Full Monty, The (1997) 45,857,453 Apt Pupil (1998) 8,838,938
Leaving Las Vegas (1995) 31,968,347 Dead Man Walking (1995) 39,025,000 Monty Python and the Holy Grail (1974) 1,821,082
Men in Black (1997) 367,992,228 L.A. Confidential (1997) 64,604,977 Twelve Monkeys (1995) 82,512,000
Dead Man Walking (1995) 39,025,000 Twelve Monkeys (1995) 82,512,000 Spitfire Grill, The (1996) 12,643,776
Twelve Monkeys (1995) 82,512,000 Pulp Fiction (1994) 84,022,201 Godfather, The (1972) 291,702,411
Average 149,323,643 Average 146,507,044 Average 90,252,197

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
Happy Gilmore (1996) 38,624,000
Fargo (1996) 24,611,975
Fierce Creatures (1997) 9,202,671
Circle of Friends (1995) 23,397,365
Executive Decision (1996) 93,638,632
Primal Fear (1996) 80,646,667
In the Name of the Father (1993) 25,096,862
Chamber, The (1996) 261,970,615
Sabrina (1995) 76,780,029
Alaska (1996) 11,567,023
Phenomenon (1996) 155,732,573
Dragonheart (1996) 51,317,350
In & Out (1997) 63,826,569
Remains of the Day, The (1993) 22,954,968
Long Kiss Goodnight, The (1996) 33,328,051
Jane Eyre (1996) 5,173,860
Return of the Jedi (1983) 500,773,409
Marvin's Room (1996) 12,782,508
Mrs. Winterbourne (1996) 10,070,000
Celluloid Closet, The (1995) 1,507,800
Twister (1996) 375,152,715
Bringing Up Baby (1938) 10,863
Father of the Bride Part II (1995) 112,794,000
River Wild, The (1994) 69,356,343
Othello (1995) 2,112,951
Nell (1994) 33,592,700
Some Kind of Wonderful (1987) 18,553,948
Jack (1996) 84,189,393
Sleepers (1996) 76,705,552
Groundhog Day (1993) 103,406,973
Clerks (1994) 3,151,130
City Hall (1996) 20,200,000
Grosse Pointe Blank (1997) 28,014,536
Silence of the Lambs, The (1991) 137,332,208
Preacher's Wife, The (1996) 69,743,611
Schindler's List (1993) 140,409,248
Emma (1996) 22,201,883
Sense and Sensibility (1995) 62,493,774
Much Ado About Nothing (1993) 22,551,000
Tin Cup (1996) 77,003,584
Die Hard (1988) 116,707,729
Two if by Sea (1996) 10,700,000
Fools Rush In (1997) 29,291,566
When a Man Loves a Woman (1994) 71,968,959
English Patient, The (1996) 111,415,132
Liar Liar (1997) 277,327,280
Sleepless in Seattle (1993) 191,463,006
Before and After (1996) 17,292,000
Portrait of a Lady, The (1996) 3,692,836
Like Water For Chocolate (Como agua para chocolate) (1992) 21,665,500
Murder at 1600 (1997) 25,826,788
Casablanca (1942) 5,806,467
Little Women (1994) 75,083,616
Courage Under Fire (1996) 87,335,823
Ghost (1990) 226,931,306
Eddie (1996) 31,356,117
Psycho (1960) 43,200,000
Terminator 2: Judgment Day (1991) 207,064,802
Metro (1997) 31,987,563
101 Dalmatians (1996) 197,767,821
Chasing Amy (1997) 12,006,514
GoodFellas (1990) 67,336,394
Higher Learning (1995) 58,490,723
Frighteners, The (1996) 16,524,115
Michael Collins (1996) 11,085,316
Sum of Us, The (1994) 766,464
Relic, The (1997) 33,927,476
She's the One (1996) 9,449,219
Associate, The (1996) 12,772,657
Antonia's Line (1995) 4,823,217
Princess Bride, The (1987) 21,277,649
Con Air (1997) 146,553,269
Lion King, The (1994) 188,740,944
Titanic (1997) 600,779,824
Star Wars (1977) 731,853,665
Absolute Power (1997) 73,037,233
Rebel Without a Cause (1955) 4,600,000
Grumpier Old Men (1995) 105,662,663
First Wives Club, The (1996) 150,063,383
Willy Wonka and the Chocolate Factory (1971) 4,000,000
It's a Wonderful Life (1946) 3,548,018
Good Will Hunting (1997) 192,328,280
Basketball Diaries, The (1995) 2,424,439
White Squall (1996) 10,300,000
Beautiful Girls (1996) 20,837,000
Independence Day (ID4) (1996) 483,359,255
Striptease (1996) 32,758,418
Mrs. Doubtfire (1993) 330,200,000
Copycat (1995) 32,051,917
Contact (1997) 149,887,543
Better Off Dead... (1985) 10,297,601
Multiplicity (1996) 20,101,861
Restoration (1995) 4,100,000
Truth About Cats & Dogs, The (1996) 34,073,143
Mission: Impossible (1996) 274,049,639
Walk in the Clouds, A (1995) 73,516,507
Pretty Woman (1990) 260,311,268
Mars Attacks! (1996) 37,754,208
Bound (1996) 3,798,532
Jerry Maguire (1996) 228,557,864
To Kill a Mockingbird (1962) 20,629,846
Midnight in the Garden of Good and Evil (1997) 25,078,937
Empire Strikes Back, The (1980) 225,554,189
Ransom (1996) 207,758,522
Mirror Has Two Faces, The (1996) 59,629,485
Moll Flanders (1996) 3,363,968
Heaven's Prisoners (1996) 5,005,000
French Kiss (1995) 38,900,000
Mr. Holland's Opus (1995) 119,078,097
Dangerous Minds (1995) 124,506,291
My Fair Lady (1964) 42,805,000
If Lucy Fell (1996) 4,635,344
Kiss the Girls (1997) 86,753,012
Toy Story (1995) 133,344,903
G.I. Jane (1997) 70,277,032
Starship Troopers (1997) 79,093,786
Dances with Wolves (1990) 265,746,848
Scream (1996) 103,001,286
Bed of Roses (1996) 19,030,691
One Fine Day (1996) 68,829,020
Average 90,890,759
up

Contact. jinoh.delusion [AT] gmail.com