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 Amadeus (1984) 23,401,401
English Patient, The (1996) 111,415,132 English Patient, The (1996) 111,415,132 Remains of the Day, The (1993) 22,954,968
Schindler's List (1993) 140,409,248 L.A. Confidential (1997) 64,604,977 Lone Star (1996) 13,269,963
Silence of the Lambs, The (1991) 137,332,208 Return of the Jedi (1983) 500,773,409 Big Night (1996) 11,881,039
Usual Suspects, The (1995) 1,120,000 Titanic (1997) 600,779,824 Henry V (1989) 10,161,099
Casablanca (1942) 5,806,467 Leaving Las Vegas (1995) 31,968,347 Casablanca (1942) 5,806,467
Pulp Fiction (1994) 84,022,201 Schindler's List (1993) 140,409,248 Pulp Fiction (1994) 84,022,201
Cinema Paradiso (1988) 392,045 Silence of the Lambs, The (1991) 137,332,208 Monty Python and the Holy Grail (1974) 1,821,082
Amadeus (1984) 23,401,401 Toy Story (1995) 133,344,903 Alien (1979) 42,285,739
L.A. Confidential (1997) 64,604,977 Pulp Fiction (1994) 84,022,201 English Patient, The (1996) 111,415,132
Average 130,035,734 Average 253,650,391 Average 32,701,909

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
Four Weddings and a Funeral (1994) 75,888,832
Sense and Sensibility (1995) 62,493,774
Dead Man Walking (1995) 39,025,000
Full Monty, The (1997) 45,857,453
Clockwork Orange, A (1971) 38,589,355
Piano, The (1993) 40,158,000
Muriel's Wedding (1994) 15,185,594
Contact (1997) 149,887,543
Trainspotting (1996) 16,501,785
Fargo (1996) 24,611,975
My Left Foot (1989) 14,743,391
Adventures of Priscilla, Queen of the Desert, The (1994) 11,059,700
Chasing Amy (1997) 12,006,514
My Life as a Dog (Mitt liv som hund) (1985) 8,345,266
Godfather, The (1972) 291,702,411
Like Water For Chocolate (Como agua para chocolate) (1992) 21,665,500
Return of Martin Guerre, The (Retour de Martin Guerre, Le) (1982) 2,382,482
Farewell My Concubine (1993) 5,216,888
Postino, Il (1994) 20,681,301
Boot, Das (1981) 11,433,134
Unbearable Lightness of Being, The (1988) 10,006,806
Secrets & Lies (1996) 13,417,292
Shallow Grave (1994) 2,881,508
Secret of Roan Inish, The (1994) 6,101,600
Average 39,160,129
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