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
English Patient, The (1996) 111,415,132 English Patient, The (1996) 111,415,132 Apt Pupil (1998) 8,838,938
Titanic (1997) 600,779,824 Titanic (1997) 600,779,824 Big Lebowski, The (1998) 17,439,163
Good Will Hunting (1997) 192,328,280 Good Will Hunting (1997) 192,328,280 Kolya (1996) 5,730,711
Apt Pupil (1998) 8,838,938 Air Force One (1997) 250,384,803 Starship Troopers (1997) 79,093,786
Big Lebowski, The (1998) 17,439,163 Scream (1996) 103,001,286 Kiss the Girls (1997) 86,753,012
Kolya (1996) 5,730,711 Apt Pupil (1998) 8,838,938 G.I. Jane (1997) 70,277,032
Four Days in September (1997) 310,724 Kolya (1996) 5,730,711 English Patient, The (1996) 111,415,132
Jackie Brown (1997) 39,647,595 Liar Liar (1997) 277,327,280 Jackie Brown (1997) 39,647,595
Air Force One (1997) 250,384,803 Fargo (1996) 24,611,975 Fargo (1996) 24,611,975
Scream (1996) 103,001,286 Jackie Brown (1997) 39,647,595 Career Girls (1997) 2,506,039
Average 132,987,645 Average 161,406,582 Average 44,631,338

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
Boogie Nights (1997) 26,384,919
L.A. Confidential (1997) 64,604,977
Rosewood (1997) 13,104,494
Chasing Amy (1997) 12,006,514
Mrs. Brown (Her Majesty, Mrs. Brown) (1997) 9,217,930
Cop Land (1997) 64,207,716
Full Monty, The (1997) 45,857,453
Contact (1997) 149,887,543
Evita (1996) 73,298,979
In & Out (1997) 63,826,569
Devil's Advocate, The (1997) 86,587,776
Ulee's Gold (1997) 9,054,736
Ice Storm, The (1997) 7,837,632
In the Company of Men (1997) 2,856,622
Average 44,909,561
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