Statistical Text Analysis for Social Science

Statistical Text Analysis for Social Science

What can text corpora tell us about society? How can automatic text analysis algorithms efficiently and reliably analyze the social processes revealed in language production? This work develops statistical text analyses of dynamic social and news media datasets to extract indicators of underlying so...

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Bibliographic Details
Main Author: O'Connor, Brendan T.
Format: Others
Published: Research Showcase @ CMU 2014
Subjects:
computational social science
natural language processing
text mining
quantitative text analysis
machine learning
probabilistic graphical models
Online Access:http://repository.cmu.edu/dissertations/541
http://repository.cmu.edu/cgi/viewcontent.cgi?article=1574&context=dissertations

Internet

http://repository.cmu.edu/dissertations/541
http://repository.cmu.edu/cgi/viewcontent.cgi?article=1574&context=dissertations

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