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
Fire Down Below (1997) 16,148,906 Liar Liar (1997) 277,327,280 Hoodlum (1997) 23,461,013
Soul Food (1997) 43,490,057 Hoodlum (1997) 23,461,013 Picture Perfect (1997) 31,058,643
Senseless (1998) 13,035,599 English Patient, The (1996) 111,415,132 Devil's Advocate, The (1997) 86,587,776
Hoodlum (1997) 23,461,013 Eve's Bayou (1997) 14,821,531 Starship Troopers (1997) 79,093,786
Eve's Bayou (1997) 14,821,531 Rosewood (1997) 13,104,494 In & Out (1997) 63,826,569
Picture Perfect (1997) 31,058,643 Conspiracy Theory (1997) 111,189,998 Heat (1995) 97,783,000
That Darn Cat! (1997) 18,239,932 Titanic (1997) 600,779,824 That Darn Cat! (1997) 18,239,932
Rosewood (1997) 13,104,494 Event Horizon (1997) 26,616,590 Return of the Jedi (1983) 500,773,409
Liar Liar (1997) 277,327,280 Devil's Advocate, The (1997) 86,587,776 Conspiracy Theory (1997) 111,189,998
Wishmaster (1997) 15,719,109 Soul Food (1997) 43,490,057 Fire Down Below (1997) 16,148,906
Average 46,640,656 Average 130,879,369 Average 102,816,303

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
Booty Call (1997) 20,060,051
Jungle2Jungle (1997) 81,061,526
Murder at 1600 (1997) 25,826,788
Love Jones (1997) 12,514,138
Men in Black (1997) 367,992,228
Beverly Hills Ninja (1997) 31,235,710
Money Talks (1997) 61,615,598
Scream (1996) 103,001,286
Air Force One (1997) 250,384,803
Jack (1996) 84,189,393
Money Talks (1997) 61,615,598
Bulletproof (1996) 21,162,420
Thin Line Between Love and Hate, A (1996) 34,746,109
Private Parts (1997) 59,339,346
Average 86,767,499
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