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
Air Force One (1997) 250,384,803 Air Force One (1997) 250,384,803 Kull the Conqueror (1997) 6,086,891
Good Will Hunting (1997) 192,328,280 English Patient, The (1996) 111,415,132 English Patient, The (1996) 111,415,132
Kicked in the Head (1997) 102,739 Good Will Hunting (1997) 192,328,280 Seven Years in Tibet (1997) 37,901,509
Hugo Pool (1997) 3,620 Conspiracy Theory (1997) 111,189,998 Star Kid (1997) 7,015,240
Duoluo tianshi (1995) 113,000 Chasing Amy (1997) 12,006,514 Air Force One (1997) 250,384,803
Steel (1997) 1,686,429 Boogie Nights (1997) 26,384,919 Fallen (1998) 25,188,006
Fallen (1998) 25,188,006 Star Wars (1977) 731,853,665 Kiss the Girls (1997) 86,753,012
Kull the Conqueror (1997) 6,086,891 Seven Years in Tibet (1997) 37,901,509 How to Be a Player (1997) 13,960,203
English Patient, The (1996) 111,415,132 Evita (1996) 73,298,979 Star Wars (1977) 731,853,665
Kiss the Girls (1997) 86,753,012 Cop Land (1997) 64,207,716 Amistad (1997) 44,175,394
Average 67,406,191 Average 161,097,151 Average 131,473,385

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
Apt Pupil (1998) 8,838,938
Spice World (1997) 29,247,405
Contact (1997) 149,887,543
Wag the Dog (1997) 43,022,524
Titanic (1997) 600,779,824
Thousand Acres, A (1997) 7,928,412
Gattaca (1997) 12,339,633
Full Monty, The (1997) 45,857,453
Liar Liar (1997) 277,327,280
Scream (1996) 103,001,286
L.A. Confidential (1997) 64,604,977
Everyone Says I Love You (1996) 9,714,482
Average 112,712,479
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