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 Conspiracy Theory (1997) 111,189,998
Conspiracy Theory (1997) 111,189,998 Contact (1997) 149,887,543 Scream (1996) 103,001,286
Scream (1996) 103,001,286 Scream (1996) 103,001,286 G.I. Jane (1997) 70,277,032
G.I. Jane (1997) 70,277,032 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 Liar Liar (1997) 277,327,280
Contact (1997) 149,887,543 Liar Liar (1997) 277,327,280 Good Will Hunting (1997) 192,328,280
Spice World (1997) 29,247,405 English Patient, The (1996) 111,415,132 Kull the Conqueror (1997) 6,086,891
Assignment, The (1997) 540,063 Good Will Hunting (1997) 192,328,280 Apt Pupil (1998) 8,838,938
Seven Years in Tibet (1997) 37,901,509 G.I. Jane (1997) 70,277,032 U Turn (1997) 6,633,400
Liar Liar (1997) 277,327,280 Seven Years in Tibet (1997) 37,901,509 Mrs. Brown (Her Majesty, Mrs. Brown) (1997) 9,217,930
Average 144,475,691 Average 171,871,286 Average 84,950,601

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
George of the Jungle (1997) 149,879,375
Kull the Conqueror (1997) 6,086,891
Kiss the Girls (1997) 86,753,012
Thousand Acres, A (1997) 7,928,412
Air Force One (1997) 250,384,803
Average 100,206,498
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