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 English Patient, The (1996) 111,415,132
Godfather, The (1972) 291,702,411 English Patient, The (1996) 111,415,132 Sense and Sensibility (1995) 62,493,774
English Patient, The (1996) 111,415,132 Godfather, The (1972) 291,702,411 Trainspotting (1996) 16,501,785
Mr. Holland's Opus (1995) 119,078,097 Contact (1997) 149,887,543 Willy Wonka and the Chocolate Factory (1971) 4,000,000
Sense and Sensibility (1995) 62,493,774 Titanic (1997) 600,779,824 Spitfire Grill, The (1996) 12,643,776
Independence Day (ID4) (1996) 483,359,255 Mr. Holland's Opus (1995) 119,078,097 Truth About Cats & Dogs, The (1996) 34,073,143
Trainspotting (1996) 16,501,785 Sense and Sensibility (1995) 62,493,774 Postino, Il (1994) 20,681,301
Ransom (1996) 207,758,522 Toy Story (1995) 133,344,903 Full Monty, The (1997) 45,857,453
Titanic (1997) 600,779,824 Return of the Jedi (1983) 500,773,409 Emma (1996) 22,201,883
Toy Story (1995) 133,344,903 Scream (1996) 103,001,286 Godfather, The (1972) 291,702,411
Average 275,828,736 Average 280,433,004 Average 62,157,065

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
Courage Under Fire (1996) 87,335,823
Jane Eyre (1996) 5,173,860
Leaving Las Vegas (1995) 31,968,347
Swingers (1996) 4,505,922
Addicted to Love (1997) 34,656,904
Marvin's Room (1996) 12,782,508
Chasing Amy (1997) 12,006,514
Fargo (1996) 24,611,975
Father of the Bride Part II (1995) 112,794,000
Chasing Amy (1997) 12,006,514
Jerry Maguire (1996) 228,557,864
Grosse Pointe Blank (1997) 28,014,536
City Hall (1996) 20,200,000
First Wives Club, The (1996) 150,063,383
Secrets & Lies (1996) 13,417,292
Evita (1996) 73,298,979
Dead Man Walking (1995) 39,025,000
Sleepers (1996) 76,705,552
Average 53,729,165
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