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Big Data, fame and money

DPG spring meeting, Regensburg March 2013
by Taha Yasseri on 18 September 2013

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Transcript of Big Data, fame and money

Big data; fame and money
box office prediction based on Wikipedia activity data
Taha Yasseri
Oxford Internet Institute
University of Oxford
Budapest University
Technology and Economics
János Kertész
Márton Mestyán
Transactional data-sets
Our Daily lives leave traces in the digital world
Early Prediction of Movie Box Office Success
based on Wikipedia Activity Big Data
Page View
Unique Editor
312 movies, US Market. 2010
Page views

Unique Editors

Number of Theaters
to Predict:
First weekend box office revenue
Pearson correlation
box office revenue with different predictors
multivariate linear regression model
Coefficient of determination
Asur S, Huberman BA (2010)
Predicting the future with social media.
312 movies
24 movies
5 V's of big-data
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