Center of attention: A network text analysis of American Sniper

Network Text Analysis (NTA) is a term used to describe a variety of software - supported methods for modeling texts as networks of concepts. In this study we apply NTA to the screenplay of American Sniper, an Academy Award nominee for Best Adapted S...

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Main Authors: Starling Hunter, Susan Smith
Format: Article
Language:English
Published: University of Montenegro 2016-06-01
Series:Logos et Littera: Interdisciplinary Approaches to Text
Subjects:
Online Access:http://www.ll.ac.me/treci%20broj/Hunter%2045-61.pdf
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author Starling Hunter
Susan Smith
author_facet Starling Hunter
Susan Smith
author_sort Starling Hunter
collection DOAJ
description Network Text Analysis (NTA) is a term used to describe a variety of software - supported methods for modeling texts as networks of concepts. In this study we apply NTA to the screenplay of American Sniper, an Academy Award nominee for Best Adapted Screenplay in 2014. Specifically, we est ablish prior expectations as to the key themes associated with war films. We then empirically test whether words associated with the most influentially - positioned nodes in the network signify themes common to the war - film genre. As predicted, we find tha t words and concepts associated with the least constrained nodes in the text network were significantly more likely to be associated with the war genre and significantly less likely to be associated with genres to which the film did not belong.
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spelling doaj.art-0045499442af408888f97f5fb693b1402022-12-21T17:57:52ZengUniversity of MontenegroLogos et Littera: Interdisciplinary Approaches to Text2336-98842336-98842016-06-01134561Center of attention: A network text analysis of American SniperStarling Hunter0Susan Smith1Carnegie Mellon Universit y’s Tepper School of Business (Doha)American University of SharjahNetwork Text Analysis (NTA) is a term used to describe a variety of software - supported methods for modeling texts as networks of concepts. In this study we apply NTA to the screenplay of American Sniper, an Academy Award nominee for Best Adapted Screenplay in 2014. Specifically, we est ablish prior expectations as to the key themes associated with war films. We then empirically test whether words associated with the most influentially - positioned nodes in the network signify themes common to the war - film genre. As predicted, we find tha t words and concepts associated with the least constrained nodes in the text network were significantly more likely to be associated with the war genre and significantly less likely to be associated with genres to which the film did not belong.http://www.ll.ac.me/treci%20broj/Hunter%2045-61.pdfnetwork analysisnetwork text analysisfilm studiesscreenplaywar moviewar filmgenre analysis
spellingShingle Starling Hunter
Susan Smith
Center of attention: A network text analysis of American Sniper
Logos et Littera: Interdisciplinary Approaches to Text
network analysis
network text analysis
film studies
screenplay
war movie
war film
genre analysis
title Center of attention: A network text analysis of American Sniper
title_full Center of attention: A network text analysis of American Sniper
title_fullStr Center of attention: A network text analysis of American Sniper
title_full_unstemmed Center of attention: A network text analysis of American Sniper
title_short Center of attention: A network text analysis of American Sniper
title_sort center of attention a network text analysis of american sniper
topic network analysis
network text analysis
film studies
screenplay
war movie
war film
genre analysis
url http://www.ll.ac.me/treci%20broj/Hunter%2045-61.pdf
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