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Visiting Patterns and Personality of Foursquare users Dr Martin Chorley @martinjc
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Visiting Patterns and Personality of Foursquare Users

Dec 18, 2014

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Martin Chorley

Slides from the talk I gave at SCA2013. Paper for the talk is here: http://martinjc.com/wp-content/papercite-data/pdf/chorley2013.pdf
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Page 1: Visiting Patterns and Personality of Foursquare Users

Visiting Patterns and Personality

of Foursquare users

Dr Martin Chorley @martinjc

Page 2: Visiting Patterns and Personality of Foursquare Users

relevant content

User ProfileLocationHistorySocial Network

Page 3: Visiting Patterns and Personality of Foursquare Users
Page 4: Visiting Patterns and Personality of Foursquare Users

Openness Conscientiousness Extraversion Agreeableness Neuroticism

Page 5: Visiting Patterns and Personality of Foursquare Users
Page 6: Visiting Patterns and Personality of Foursquare Users
Page 7: Visiting Patterns and Personality of Foursquare Users

http://www.cs.cf.ac.uk/recognition/foursqexp

Page 8: Visiting Patterns and Personality of Foursquare Users

http://www.cs.cf.ac.uk/recognition/foursqexp

Page 9: Visiting Patterns and Personality of Foursquare Users

http://www.cs.cf.ac.uk/recognition/foursqexp

Page 10: Visiting Patterns and Personality of Foursquare Users

500,000checkinsover

Page 11: Visiting Patterns and Personality of Foursquare Users

personality

places

can we predict

from the

a user has visited?

Page 12: Visiting Patterns and Personality of Foursquare Users

personality?

placescan we predict

from a user’s

Page 13: Visiting Patterns and Personality of Foursquare Users
Page 14: Visiting Patterns and Personality of Foursquare Users
Page 15: Visiting Patterns and Personality of Foursquare Users
Page 16: Visiting Patterns and Personality of Foursquare Users

categorysub-category

distance

type

number of visits groupings

geographic area

primary + secondary

chain/independentnumber of venues

venue popularity

Page 17: Visiting Patterns and Personality of Foursquare Users

questions?martin @ martinjc.com email web

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