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
Tango Lesson, The (1997) 1,026,402 Contact (1997) 149,887,543 Rocket Man (1997) 15,448,043
Rocket Man (1997) 15,448,043 Titanic (1997) 600,779,824 That Darn Cat! (1997) 18,239,932
Deep Rising (1998) 11,146,409 Gattaca (1997) 12,339,633 Money Talks (1997) 61,615,598
Welcome To Sarajevo (1997) 339,648 L.A. Confidential (1997) 64,604,977 Kull the Conqueror (1997) 6,086,891
Year of the Horse (1997) 189,491 Cop Land (1997) 64,207,716 Contact (1997) 149,887,543
That Darn Cat! (1997) 18,239,932 Rocket Man (1997) 15,448,043 Good Will Hunting (1997) 192,328,280
House of Yes, The (1997) 617,403 Full Monty, The (1997) 45,857,453 Apt Pupil (1998) 8,838,938
Money Talks (1997) 61,615,598 Boogie Nights (1997) 26,384,919 Deep Rising (1998) 11,146,409
Gattaca (1997) 12,339,633 Liar Liar (1997) 277,327,280 Hugo Pool (1997) 3,620
Kull the Conqueror (1997) 6,086,891 In & Out (1997) 63,826,569 Tango Lesson, The (1997) 1,026,402
Average 12,704,945 Average 132,066,395 Average 46,462,165

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
Air Force One (1997) 250,384,803
Washington Square (1997) 1,710,693
Playing God (1997) 4,052,347
Devil's Advocate, The (1997) 86,587,776
Love Jones (1997) 12,514,138
Spawn (1997) 84,882,059
Kolya (1996) 5,730,711
Mimic (1997) 25,454,187
English Patient, The (1996) 111,415,132
Event Horizon (1997) 26,616,590
Wishmaster (1997) 15,719,109
Lost Highway (1997) 3,796,699
Conspiracy Theory (1997) 111,189,998
Locusts, The (1997) 10,082
Scream (1996) 103,001,286
Mrs. Brown (Her Majesty, Mrs. Brown) (1997) 9,217,930
Hugo Pool (1997) 3,620
I Know What You Did Last Summer (1997) 103,145,788
Sliding Doors (1998) 11,883,495
Everyone Says I Love You (1996) 9,714,482
Average 48,851,546
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