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 Spitfire Grill, The (1996) 12,643,776
Return of the Jedi (1983) 500,773,409 Return of the Jedi (1983) 500,773,409 Silence of the Lambs, The (1991) 137,332,208
Jerry Maguire (1996) 228,557,864 Contact (1997) 149,887,543 Postino, Il (1994) 20,681,301
Spitfire Grill, The (1996) 12,643,776 English Patient, The (1996) 111,415,132 To Kill a Mockingbird (1962) 20,629,846
Courage Under Fire (1996) 87,335,823 Jerry Maguire (1996) 228,557,864 Boot, Das (1981) 11,433,134
Godfather, The (1972) 291,702,411 Titanic (1997) 600,779,824 Jerry Maguire (1996) 228,557,864
Silence of the Lambs, The (1991) 137,332,208 Godfather, The (1972) 291,702,411 Courage Under Fire (1996) 87,335,823
English Patient, The (1996) 111,415,132 Courage Under Fire (1996) 87,335,823 Dead Man Walking (1995) 39,025,000
Schindler's List (1993) 140,409,248 Silence of the Lambs, The (1991) 137,332,208 Monty Python and the Holy Grail (1974) 1,821,082
Contact (1997) 149,887,543 Spitfire Grill, The (1996) 12,643,776 Shawshank Redemption, The (1994) 28,341,469
Average 239,191,107 Average 285,228,165 Average 58,780,150

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
Little Princess, A (1995) 10,019,307
White Squall (1996) 10,300,000
Mr. Holland's Opus (1995) 119,078,097
It Happened One Night (1934) 2,000,000
Air Force One (1997) 250,384,803
Sense and Sensibility (1995) 62,493,774
Toy Story (1995) 133,344,903
Adventures of Pinocchio, The (1996) 15,091,542
Long Kiss Goodnight, The (1996) 33,328,051
My Fellow Americans (1996) 22,294,341
Fargo (1996) 24,611,975
North by Northwest (1959) 19,977,527
Average 58,577,026
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