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 Good Will Hunting (1997) 192,328,280
Good Will Hunting (1997) 192,328,280 Air Force One (1997) 250,384,803 L.A. Confidential (1997) 64,604,977
L.A. Confidential (1997) 64,604,977 Contact (1997) 149,887,543 Air Force One (1997) 250,384,803
Air Force One (1997) 250,384,803 English Patient, The (1996) 111,415,132 Kiss the Girls (1997) 86,753,012
English Patient, The (1996) 111,415,132 L.A. Confidential (1997) 64,604,977 Cop Land (1997) 64,207,716
Contact (1997) 149,887,543 Good Will Hunting (1997) 192,328,280 Devil's Advocate, The (1997) 86,587,776
Conspiracy Theory (1997) 111,189,998 Full Monty, The (1997) 45,857,453 Everyone Says I Love You (1996) 9,714,482
Full Monty, The (1997) 45,857,453 Scream (1996) 103,001,286 Mrs. Brown (Her Majesty, Mrs. Brown) (1997) 9,217,930
Scream (1996) 103,001,286 Liar Liar (1997) 277,327,280 Ulee's Gold (1997) 9,054,736
Liar Liar (1997) 277,327,280 Conspiracy Theory (1997) 111,189,998 Ice Storm, The (1997) 7,837,632
Average 190,677,657 Average 190,677,657 Average 78,069,134

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
As Good As It Gets (1997) 215,563,842
Evita (1996) 73,298,979
G.I. Jane (1997) 70,277,032
Apt Pupil (1998) 8,838,938
Kolya (1996) 5,730,711
Average 74,741,900
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