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 Chairman of the Board (1998) 306,715
Chairman of the Board (1998) 306,715 L.A. Confidential (1997) 64,604,977 L.A. Confidential (1997) 64,604,977
L.A. Confidential (1997) 64,604,977 Full Monty, The (1997) 45,857,453 Full Monty, The (1997) 45,857,453
Shooting Fish (1997) 302,204 Air Force One (1997) 250,384,803 Good Will Hunting (1997) 192,328,280
Full Monty, The (1997) 45,857,453 Contact (1997) 149,887,543 G.I. Jane (1997) 70,277,032
Good Will Hunting (1997) 192,328,280 Good Will Hunting (1997) 192,328,280 FairyTale: A True Story (1997) 14,036,249
G.I. Jane (1997) 70,277,032 Conspiracy Theory (1997) 111,189,998 Contact (1997) 149,887,543
Air Force One (1997) 250,384,803 Scream (1996) 103,001,286 Soul Food (1997) 43,490,057
FairyTale: A True Story (1997) 14,036,249 Kolya (1996) 5,730,711 Winter Guest, The (1997) 776,332
Kolya (1996) 5,730,711 G.I. Jane (1997) 70,277,032 Assignment, The (1997) 540,063
Average 124,460,824 Average 159,404,190 Average 58,210,470

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
Mouse Hunt (1997) 87,833,050
English Patient, The (1996) 111,415,132
Seven Years in Tibet (1997) 37,901,509
Liar Liar (1997) 277,327,280
Welcome To Sarajevo (1997) 339,648
Anna Karenina (1997) 791,830
Swept from the Sea (1997) 283,081
Evita (1996) 73,298,979
Amistad (1997) 44,175,394
Rosewood (1997) 13,104,494
Average 64,647,039
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