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
Star Wars (1977) 731,853,665 Star Wars (1977) 731,853,665 English Patient, The (1996) 111,415,132
Fargo (1996) 24,611,975 Fargo (1996) 24,611,975 Usual Suspects, The (1995) 1,120,000
English Patient, The (1996) 111,415,132 English Patient, The (1996) 111,415,132 Monty Python and the Holy Grail (1974) 1,821,082
Pulp Fiction (1994) 84,022,201 Godfather, The (1972) 291,702,411 Pulp Fiction (1994) 84,022,201
Godfather, The (1972) 291,702,411 L.A. Confidential (1997) 64,604,977 Psycho (1960) 43,200,000
Silence of the Lambs, The (1991) 137,332,208 Titanic (1997) 600,779,824 Silence of the Lambs, The (1991) 137,332,208
L.A. Confidential (1997) 64,604,977 Return of the Jedi (1983) 500,773,409 Secrets & Lies (1996) 13,417,292
Schindler's List (1993) 140,409,248 Pulp Fiction (1994) 84,022,201 Blade Runner (1982) 1,445,283
Usual Suspects, The (1995) 1,120,000 Silence of the Lambs, The (1991) 137,332,208 Boot, Das (1981) 11,433,134
Casablanca (1942) 5,806,467 Schindler's List (1993) 140,409,248 Glory (1989) 100,326
Average 159,287,828 Average 268,750,505 Average 40,530,665

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
Clockwork Orange, A (1971) 38,589,355
Ulee's Gold (1997) 9,054,736
Broken Arrow (1996) 105,069,070
Wallace & Gromit: The Best of Aardman Animation (1996) 900,976
Field of Dreams (1989) 94,962,625
Full Monty, The (1997) 45,857,453
Adventures of Priscilla, Queen of the Desert, The (1994) 11,059,700
Night of the Living Dead (1968) 13,600,000
Diva (1981) 108,372
Contact (1997) 149,887,543
Brassed Off (1996) 2,560,471
Get Shorty (1995) 103,619,110
Paris, Texas (1984) 2,164,507
Sling Blade (1996) 24,475,416
Oscar & Lucinda (1997) 1,508,689
Heathers (1989) 1,108,462
Average 37,782,905
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