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The 11th International Conference on
Ontologies, DataBases, and Applications of Semantics (ODBASE 2012)
11-12 Sept 2012, Roma, Italy

A Non-intrusive Movie
Recommendation System
Tania Farinella 1 , Sonia Bergamaschi 2 , and Laura Po 2
1
2

vfree.tv GmbH, München, Germany

Department of Engineering “Enzo Ferrari”,
University of Modena and Reggio Emilia, Italy
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Recommendation systems
A Non-Intrusive Movie Recommendation System
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collaborative filtering systems

Content-based recommendation systems
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system

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plot-based recommendation
movie selected
by the user
Local database
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IMDB Movie
Collection

TMDB Film
Collection

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Cast&Crew
Movie

Person

IMDB Actor
Collection
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keyword1

keyword2

…

plot a
plot b

wb,2

plot c
The weight of keyword 2
according to plot b
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A Non-Intrusive Movie Recommendation System
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A Non-Intrusive Movie Recommendation System