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 Godfather, The (1972) 291,702,411
Star Wars (1977) 731,853,665 Godfather, The (1972) 291,702,411 Rear Window (1954) 6,759,601
Blade Runner (1982) 1,445,283 English Patient, The (1996) 111,415,132 Vertigo (1958) 7,024,928
Silence of the Lambs, The (1991) 137,332,208 Boot, Das (1981) 11,433,134 2001: A Space Odyssey (1968) 25,761,621
Godfather: Part II, The (1974) 87,973,000 Silence of the Lambs, The (1991) 137,332,208 Manchurian Candidate, The (1962) 4,180,630
Psycho (1960) 43,200,000 Toy Story (1995) 133,344,903 African Queen, The (1951) 4,300,000
Citizen Kane (1941) 1,640,769 Blade Runner (1982) 1,445,283 Empire Strikes Back, The (1980) 225,554,189
Rear Window (1954) 6,759,601 Return of the Jedi (1983) 500,773,409 Cool Hand Luke (1967) 7,300,000
Vertigo (1958) 7,024,928 Dead Man Walking (1995) 39,025,000 Godfather: Part II, The (1974) 87,973,000
Chinatown (1974) 42,400,000 Psycho (1960) 43,200,000 Lawrence of Arabia (1962) 20,652,481
Average 135,133,186 Average 200,152,514 Average 68,120,886

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
Wild Bunch, The (1969) 5,330,535
Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb (1963) 5,074,621
Liar Liar (1997) 277,327,280
Lone Star (1996) 13,269,963
North by Northwest (1959) 19,977,527
Picnic (1955) 6,300,000
Schindler's List (1993) 140,409,248
Casablanca (1942) 5,806,467
Fargo (1996) 24,611,975
Patton (1970) 89,800,000
Bound (1996) 3,798,532
Jerry Maguire (1996) 228,557,864
High Noon (1952) 7,150,000
Average 63,647,231
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