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 L.A. Confidential (1997) 64,604,977
Scream (1996) 103,001,286 Air Force One (1997) 250,384,803 Cop Land (1997) 64,207,716
Air Force One (1997) 250,384,803 Scream (1996) 103,001,286 G.I. Jane (1997) 70,277,032
Alien: Resurrection (1997) 47,748,610 Contact (1997) 149,887,543 Dante's Peak (1997) 98,728,432
L.A. Confidential (1997) 64,604,977 L.A. Confidential (1997) 64,604,977 Kiss the Girls (1997) 86,753,012
Scream 2 (1997) 140,865,935 Conspiracy Theory (1997) 111,189,998 Evita (1996) 73,298,979
Contact (1997) 149,887,543 English Patient, The (1996) 111,415,132 Spawn (1997) 84,882,059
Good Will Hunting (1997) 192,328,280 Good Will Hunting (1997) 192,328,280 Volcano (1997) 71,496,882
Conspiracy Theory (1997) 111,189,998 Full Monty, The (1997) 45,857,453 Anastasia (1997) 83,412,682
I Know What You Did Last Summer (1997) 103,145,788 Chasing Amy (1997) 12,006,514 Fifth Element, The (1997) 92,897,302
Average 176,393,704 Average 164,145,581 Average 79,055,907

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
Devil's Advocate, The (1997) 86,587,776
In & Out (1997) 63,826,569
Starship Troopers (1997) 79,093,786
Average 76,502,710
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