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 360

back
Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Schindler's List (1993) 140,409,248 Silence of the Lambs, The (1991) 137,332,208 Rear Window (1954) 6,759,601
Silence of the Lambs, The (1991) 137,332,208 Schindler's List (1993) 140,409,248 Princess Bride, The (1987) 21,277,649
Usual Suspects, The (1995) 1,120,000 Dead Man Walking (1995) 39,025,000 Annie Hall (1977) 57,253,791
Dead Man Walking (1995) 39,025,000 Titanic (1997) 600,779,824 Dead Man Walking (1995) 39,025,000
Rear Window (1954) 6,759,601 Toy Story (1995) 133,344,903 Trainspotting (1996) 16,501,785
Princess Bride, The (1987) 21,277,649 Leaving Las Vegas (1995) 31,968,347 Back to the Future (1985) 303,398,294
2001: A Space Odyssey (1968) 25,761,621 Usual Suspects, The (1995) 1,120,000 2001: A Space Odyssey (1968) 25,761,621
To Kill a Mockingbird (1962) 20,629,846 Twelve Monkeys (1995) 82,512,000 Usual Suspects, The (1995) 1,120,000
Leaving Las Vegas (1995) 31,968,347 Trainspotting (1996) 16,501,785 Schindler's List (1993) 140,409,248
Monty Python and the Holy Grail (1974) 1,821,082 Princess Bride, The (1987) 21,277,649 It's a Wonderful Life (1946) 3,548,018
Average 42,610,460 Average 120,427,096 Average 61,505,500

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
U Turn (1997) 6,633,400
Raising Arizona (1987) 22,847,564
Lawrence of Arabia (1962) 20,652,481
Postino, Il (1994) 20,681,301
Citizen Kane (1941) 1,640,769
Jerry Maguire (1996) 228,557,864
Philadelphia (1993) 114,946,440
L.A. Confidential (1997) 64,604,977
Apollo 13 (1995) 94,378,651
Emma (1996) 22,201,883
Kolya (1996) 5,730,711
Being There (1979) 30,177,511
Shall We Dance? (1996) 9,676,677
Platoon (1986) 207,900,328
Return of the Jedi (1983) 500,773,409
Godfather, The (1972) 291,702,411
Amadeus (1984) 23,401,401
Cyrano de Bergerac (1990) 5,820,020
Full Monty, The (1997) 45,857,453
E.T. the Extra-Terrestrial (1982) 259,597,332
Richard III (1995) 2,600,000
Taxi Driver (1976) 33,669,000
Michael Collins (1996) 11,085,316
Eat Drink Man Woman (1994) 7,294,403
Piano, The (1993) 40,158,000
Lone Star (1996) 13,269,963
Casablanca (1942) 5,806,467
Boot, Das (1981) 11,433,134
FairyTale: A True Story (1997) 14,036,249
Star Wars (1977) 731,853,665
Grosse Pointe Blank (1997) 28,014,536
Mrs. Brown (Her Majesty, Mrs. Brown) (1997) 9,217,930
Cinema Paradiso (1988) 392,045
Patton (1970) 89,800,000
Jean de Florette (1986) 4,940,939
Brassed Off (1996) 2,560,471
One Flew Over the Cuckoo's Nest (1975) 171,940,000
Fly Away Home (1996) 24,506,082
English Patient, The (1996) 111,415,132
Fargo (1996) 24,611,975
Shawshank Redemption, The (1994) 28,341,469
Empire Strikes Back, The (1980) 225,554,189
Chinatown (1974) 42,400,000
Shine (1996) 53,830,909
Sense and Sensibility (1995) 62,493,774
High Noon (1952) 7,150,000
Godfather: Part II, The (1974) 87,973,000
Indiana Jones and the Last Crusade (1989) 312,671,806
Hamlet (1996) 4,414,535
Bridge on the River Kwai, The (1957) 50,495,000
Pulp Fiction (1994) 84,022,201
Ulee's Gold (1997) 9,054,736
Vertigo (1958) 7,024,928
When We Were Kings (1996) 2,666,118
Sling Blade (1996) 24,475,416
Secrets & Lies (1996) 13,417,292
Much Ado About Nothing (1993) 22,551,000
Before Sunrise (1995) 1,423,537
Glory (1989) 100,326
Men in Black (1997) 367,992,228
Contact (1997) 149,887,543
Courage Under Fire (1996) 87,335,823
Big Night (1996) 11,881,039
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621
Average 77,790,927
up

Contact. jinoh.delusion [AT] gmail.com