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
Hugo Pool (1997) 3,620 Rocket Man (1997) 15,448,043 Cop Land (1997) 64,207,716
Rocket Man (1997) 15,448,043 Gattaca (1997) 12,339,633 Mrs. Brown (Her Majesty, Mrs. Brown) (1997) 9,217,930
Welcome To Sarajevo (1997) 339,648 Contact (1997) 149,887,543 Apt Pupil (1998) 8,838,938
Gattaca (1997) 12,339,633 English Patient, The (1996) 111,415,132 Kiss the Girls (1997) 86,753,012
Contact (1997) 149,887,543 Welcome To Sarajevo (1997) 339,648 City of Industry (1997) 1,495,332
One Night Stand (1997) 2,618,335 Cop Land (1997) 64,207,716 Amistad (1997) 44,175,394
English Patient, The (1996) 111,415,132 Scream (1996) 103,001,286 Star Wars (1977) 731,853,665
Cop Land (1997) 64,207,716 Good Will Hunting (1997) 192,328,280 Duoluo tianshi (1995) 113,000
George of the Jungle (1997) 149,879,375 Chasing Amy (1997) 12,006,514 Dead Man Walking (1995) 39,025,000
Mrs. Brown (Her Majesty, Mrs. Brown) (1997) 9,217,930 Boogie Nights (1997) 26,384,919 One Night Stand (1997) 2,618,335
Average 51,535,697 Average 68,735,871 Average 98,829,832

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
Critical Care (1997) 141,853
Titanic (1997) 600,779,824
Ulee's Gold (1997) 9,054,736
Full Monty, The (1997) 45,857,453
Jackie Brown (1997) 39,647,595
Kolya (1996) 5,730,711
Tango Lesson, The (1997) 1,026,402
L.A. Confidential (1997) 64,604,977
Average 95,855,443
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