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
Titanic (1997) 600,779,824 Titanic (1997) 600,779,824 Air Force One (1997) 250,384,803
Air Force One (1997) 250,384,803 Air Force One (1997) 250,384,803 Contact (1997) 149,887,543
Contact (1997) 149,887,543 Contact (1997) 149,887,543 Kiss the Girls (1997) 86,753,012
Conspiracy Theory (1997) 111,189,998 Scream (1996) 103,001,286 L.A. Confidential (1997) 64,604,977
Kiss the Girls (1997) 86,753,012 Star Wars (1977) 731,853,665 Midnight in the Garden of Good and Evil (1997) 25,078,937
Seven Years in Tibet (1997) 37,901,509 L.A. Confidential (1997) 64,604,977 Murder at 1600 (1997) 25,826,788
L.A. Confidential (1997) 64,604,977 Full Monty, The (1997) 45,857,453 G.I. Jane (1997) 70,277,032
Scream (1996) 103,001,286 Conspiracy Theory (1997) 111,189,998 Washington Square (1997) 1,710,693
Star Wars (1977) 731,853,665 Return of the Jedi (1983) 500,773,409 Desperate Measures (1998) 13,806,137
Full Monty, The (1997) 45,857,453 Seven Years in Tibet (1997) 37,901,509 For the Moment (1994) 121,548
Average 218,221,407 Average 259,623,446 Average 68,845,147

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
Dingo (1992) 132,500
Dead Man Walking (1995) 39,025,000
Liar Liar (1997) 277,327,280
Postino, Il (1994) 20,681,301
Sense and Sensibility (1995) 62,493,774
Jungle2Jungle (1997) 81,061,526
Evita (1996) 73,298,979
Godfather, The (1972) 291,702,411
Dante's Peak (1997) 98,728,432
To Kill a Mockingbird (1962) 20,629,846
Anastasia (1997) 83,412,682
Jane Eyre (1996) 5,173,860
Anne Frank Remembered (1995) 1,310,200
Mr. Holland's Opus (1995) 119,078,097
Fargo (1996) 24,611,975
English Patient, The (1996) 111,415,132
Anna Karenina (1997) 791,830
Fly Away Home (1996) 24,506,082
Rosewood (1997) 13,104,494
Average 70,972,915
up

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