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 321

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Godfather, The (1972) 291,702,411 Godfather, The (1972) 291,702,411 Schindler's List (1993) 140,409,248
Schindler's List (1993) 140,409,248 Schindler's List (1993) 140,409,248 To Kill a Mockingbird (1962) 20,629,846
Citizen Kane (1941) 1,640,769 Silence of the Lambs, The (1991) 137,332,208 Godfather: Part II, The (1974) 87,973,000
Silence of the Lambs, The (1991) 137,332,208 Return of the Jedi (1983) 500,773,409 Gandhi (1982) 77,737,889
To Kill a Mockingbird (1962) 20,629,846 Toy Story (1995) 133,344,903 Singin' in the Rain (1952) 7,665,000
Empire Strikes Back, The (1980) 225,554,189 Empire Strikes Back, The (1980) 225,554,189 Willy Wonka and the Chocolate Factory (1971) 4,000,000
Amadeus (1984) 23,401,401 Contact (1997) 149,887,543 Citizen Kane (1941) 1,640,769
Shawshank Redemption, The (1994) 28,341,469 To Kill a Mockingbird (1962) 20,629,846 Psycho (1960) 43,200,000
Blade Runner (1982) 1,445,283 Shawshank Redemption, The (1994) 28,341,469 Secrets & Lies (1996) 13,417,292
Godfather: Part II, The (1974) 87,973,000 Full Monty, The (1997) 45,857,453 Monty Python and the Holy Grail (1974) 1,821,082
Average 95,842,982 Average 167,383,267 Average 39,849,412

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
It's a Wonderful Life (1946) 3,548,018
Breakfast at Tiffany's (1961) 15,500,000
Casablanca (1942) 5,806,467
Belle de jour (1967) 4,037,017
Once Were Warriors (1994) 2,201,126
My Fair Lady (1964) 42,805,000
Apocalypse Now (1979) 42,606,290
Strictly Ballroom (1992) 11,738,022
Star Wars (1977) 731,853,665
Babe (1995) 66,600,000
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621
2001: A Space Odyssey (1968) 25,761,621
Patton (1970) 89,800,000
Annie Hall (1977) 57,253,791
Shadowlands (1993) 25,842,000
Bringing Up Baby (1938) 10,863
Bridge on the River Kwai, The (1957) 50,495,000
Pulp Fiction (1994) 84,022,201
When Harry Met Sally... (1989) 134,613,546
Boot, Das (1981) 11,433,134
Like Water For Chocolate (Como agua para chocolate) (1992) 21,665,500
Rebecca (1940) 1,526,957
Fargo (1996) 24,611,975
Henry V (1989) 10,161,099
Eat Drink Man Woman (1994) 7,294,403
Three Colors: White (1994) 1,464,625
My Life as a Dog (Mitt liv som hund) (1985) 8,345,266
M*A*S*H (1970) 109,920,000
Hoop Dreams (1994) 7,830,611
Fish Called Wanda, A (1988) 93,259,712
North by Northwest (1959) 19,977,527
Dead Man Walking (1995) 39,025,000
Much Ado About Nothing (1993) 22,551,000
Twelve Monkeys (1995) 82,512,000
Three Colors: Blue (1993) 1,324,974
Chinatown (1974) 42,400,000
Manchurian Candidate, The (1962) 4,180,630
Fantasia (1940) 49,310,882
It Happened One Night (1934) 2,000,000
Cinema Paradiso (1988) 392,045
English Patient, The (1996) 111,415,132
One Flew Over the Cuckoo's Nest (1975) 171,940,000
Shine (1996) 53,830,909
Remains of the Day, The (1993) 22,954,968
Sense and Sensibility (1995) 62,493,774
Antonia's Line (1995) 4,823,217
Thin Man, The (1934) 1,423,000
Lawrence of Arabia (1962) 20,652,481
Princess Bride, The (1987) 21,277,649
Butch Cassidy and the Sundance Kid (1969) 145,314,187
Rear Window (1954) 6,759,601
Vertigo (1958) 7,024,928
Mary Poppins (1964) 133,300,000
Breaking the Waves (1996) 4,040,691
Gone with the Wind (1939) 200,155,278
African Queen, The (1951) 4,300,000
Three Colors: Red (1994) 4,043,686
Philadelphia Story, The (1940) 3,000,000
Average 50,681,139
up

Contact. jinoh.delusion [AT] gmail.com