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
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Top 10 Recommendation

ItemRank Gross Tangent Gross PPTM Gross
Star Wars (1977) 731,853,665 Star Wars (1977) 731,853,665 Casablanca (1942) 5,806,467
Casablanca (1942) 5,806,467 Fargo (1996) 24,611,975 Citizen Kane (1941) 1,640,769
Citizen Kane (1941) 1,640,769 Godfather, The (1972) 291,702,411 Fargo (1996) 24,611,975
Godfather, The (1972) 291,702,411 Full Monty, The (1997) 45,857,453 Pulp Fiction (1994) 84,022,201
Rear Window (1954) 6,759,601 Contact (1997) 149,887,543 Godfather: Part II, The (1974) 87,973,000
Fargo (1996) 24,611,975 English Patient, The (1996) 111,415,132 North by Northwest (1959) 19,977,527
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621 Titanic (1997) 600,779,824 Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621
Chinatown (1974) 42,400,000 Chasing Amy (1997) 12,006,514 Chasing Amy (1997) 12,006,514
Pulp Fiction (1994) 84,022,201 Casablanca (1942) 5,806,467 Monty Python and the Holy Grail (1974) 1,821,082
Full Monty, The (1997) 45,857,453 Pulp Fiction (1994) 84,022,201 Paths of Glory (1957) 899,327
Average 123,972,916 Average 205,794,318 Average 24,383,348

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
L.A. Confidential (1997) 64,604,977
2001: A Space Odyssey (1968) 25,761,621
Singin' in the Rain (1952) 7,665,000
Bonnie and Clyde (1967) 72,800,000
African Queen, The (1951) 4,300,000
Thin Man, The (1934) 1,423,000
Annie Hall (1977) 57,253,791
Lone Star (1996) 13,269,963
Crumb (1994) 3,174,695
Brazil (1985) 6,500,000
To Catch a Thief (1955) 13,250,000
She's So Lovely (1997) 7,221,836
Everyone Says I Love You (1996) 9,714,482
Hoodlum (1997) 23,461,013
Mr. Smith Goes to Washington (1939) 1,500,000
In the Company of Men (1997) 2,856,622
Starship Troopers (1997) 79,093,786
Thirty-Two Short Films About Glenn Gould (1993) 1,567,543
Fish Called Wanda, A (1988) 93,259,712
Fast, Cheap & Out of Control (1997) 832,785
Die xue shuang xiong (Killer, The) (1989) 18,255,083
Raging Bull (1980) 49,034
Average 23,082,497
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