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
Godfather, The (1972) 291,702,411 Star Wars (1977) 731,853,665 One Flew Over the Cuckoo's Nest (1975) 171,940,000
Star Wars (1977) 731,853,665 Godfather, The (1972) 291,702,411 Shawshank Redemption, The (1994) 28,341,469
Casablanca (1942) 5,806,467 Pulp Fiction (1994) 84,022,201 Psycho (1960) 43,200,000
One Flew Over the Cuckoo's Nest (1975) 171,940,000 Silence of the Lambs, The (1991) 137,332,208 Blade Runner (1982) 1,445,283
Pulp Fiction (1994) 84,022,201 One Flew Over the Cuckoo's Nest (1975) 171,940,000 Casablanca (1942) 5,806,467
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621 Casablanca (1942) 5,806,467 Amadeus (1984) 23,401,401
Silence of the Lambs, The (1991) 137,332,208 Return of the Jedi (1983) 500,773,409 Alien (1979) 42,285,739
Godfather: Part II, The (1974) 87,973,000 Shawshank Redemption, The (1994) 28,341,469 Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621
Shawshank Redemption, The (1994) 28,341,469 Empire Strikes Back, The (1980) 225,554,189 Pulp Fiction (1994) 84,022,201
Psycho (1960) 43,200,000 English Patient, The (1996) 111,415,132 Mr. Smith Goes to Washington (1939) 1,500,000
Average 158,724,604 Average 228,874,115 Average 40,701,718

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
Fargo (1996) 24,611,975
Cool Hand Luke (1967) 7,300,000
Princess Bride, The (1987) 21,277,649
Schindler's List (1993) 140,409,248
Supercop (1992) 16,249,557
Clockwork Orange, A (1971) 38,589,355
Chinatown (1974) 42,400,000
Usual Suspects, The (1995) 1,120,000
Raging Bull (1980) 49,034
Citizen Kane (1941) 1,640,769
Taxi Driver (1976) 33,669,000
Misérables, Les (1995) 1,035,890
East of Eden (1955) 5,000,000
Seven (Se7en) (1995) 143,225,000
Hoop Dreams (1994) 7,830,611
2001: A Space Odyssey (1968) 25,761,621
Patton (1970) 89,800,000
North by Northwest (1959) 19,977,527
Young Frankenstein (1974) 125,123,000
Monty Python and the Holy Grail (1974) 1,821,082
Apocalypse Now (1979) 42,606,290
Average 37,595,124
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