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 Contact (1997) 149,887,543 Jerry Maguire (1996) 228,557,864
Jerry Maguire (1996) 228,557,864 Star Wars (1977) 731,853,665 Contact (1997) 149,887,543
Contact (1997) 149,887,543 English Patient, The (1996) 111,415,132 English Patient, The (1996) 111,415,132
For the Moment (1994) 121,548 Titanic (1997) 600,779,824 Return of the Jedi (1983) 500,773,409
Fargo (1996) 24,611,975 Fargo (1996) 24,611,975 Mr. Holland's Opus (1995) 119,078,097
Titanic (1997) 600,779,824 Jerry Maguire (1996) 228,557,864 L.A. Confidential (1997) 64,604,977
English Patient, The (1996) 111,415,132 Return of the Jedi (1983) 500,773,409 Men in Black (1997) 367,992,228
Return of the Jedi (1983) 500,773,409 Scream (1996) 103,001,286 Mrs. Brown (Her Majesty, Mrs. Brown) (1997) 9,217,930
Mr. Holland's Opus (1995) 119,078,097 Godfather, The (1972) 291,702,411 Leaving Las Vegas (1995) 31,968,347
Godfather, The (1972) 291,702,411 Mr. Holland's Opus (1995) 119,078,097 Dead Man Walking (1995) 39,025,000
Average 275,878,146 Average 286,166,120 Average 162,252,052

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
Full Monty, The (1997) 45,857,453
Broken Arrow (1996) 105,069,070
Preacher's Wife, The (1996) 69,743,611
Independence Day (ID4) (1996) 483,359,255
Truth About Cats & Dogs, The (1996) 34,073,143
Star Trek: First Contact (1996) 207,001,027
Twister (1996) 375,152,715
Toy Story (1995) 133,344,903
First Wives Club, The (1996) 150,063,383
Mighty Aphrodite (1995) 6,700,000
Average 161,036,456
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