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 Star Wars (1977) 731,853,665
Air Force One (1997) 250,384,803 Air Force One (1997) 250,384,803 Air Force One (1997) 250,384,803
Return of the Jedi (1983) 500,773,409 Scream (1996) 103,001,286 Scream (1996) 103,001,286
Scream (1996) 103,001,286 Return of the Jedi (1983) 500,773,409 Good Will Hunting (1997) 192,328,280
Good Will Hunting (1997) 192,328,280 English Patient, The (1996) 111,415,132 L.A. Confidential (1997) 64,604,977
L.A. Confidential (1997) 64,604,977 L.A. Confidential (1997) 64,604,977 Conspiracy Theory (1997) 111,189,998
Independence Day (ID4) (1996) 483,359,255 Good Will Hunting (1997) 192,328,280 English Patient, The (1996) 111,415,132
Conspiracy Theory (1997) 111,189,998 Fargo (1996) 24,611,975 Toy Story (1995) 133,344,903
English Patient, The (1996) 111,415,132 Toy Story (1995) 133,344,903 Mr. Holland's Opus (1995) 119,078,097
Toy Story (1995) 133,344,903 Conspiracy Theory (1997) 111,189,998 Braveheart (1995) 110,286,945
Average 268,225,570 Average 222,350,842 Average 192,748,808

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
Star Trek: The Wrath of Khan (1982) 118,633,541
Titanic (1997) 600,779,824
Star Trek III: The Search for Spock (1984) 106,458,579
Star Trek VI: The Undiscovered Country (1991) 110,888,996
Anastasia (1997) 83,412,682
Star Trek IV: The Voyage Home (1986) 124,751,249
Star Trek: First Contact (1996) 207,001,027
Contact (1997) 149,887,543
Tomorrow Never Dies (1997) 184,221,129
Star Trek: Generations (1994) 111,368,868
Average 179,740,343
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