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The Distribution of affective words in a corpus of newspaper articles

Brett, David Finbar and Pinna, Antonio <1967- > (2013) The Distribution of affective words in a corpus of newspaper articles. Procedia: social and behavioral sciences, Vol. 95 (Special issue), p. 621-629. eISSN 1877-0428. Article.

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DOI: 10.1016/j.sbspro.2013.10.690

Abstract

This paper explores the possibility of automatically measuring and comparing affectiveness features in texts from different domains and sub-domains. More specifically our main research question concerns the distribution of affective words within the various subgenres of a newspaper corpus along three affective parameters: Valence (V), pleasantness, Arousal (A), the intensity of the emotion, and Dominance (D), the degree of control exerted by the perceiver over the stimulus. The study is largely based on work by Warriner et al. (in press), who recently divulged a study reporting affective ratings for approximately 14,000 English lemmas in terms of V, A and D. 100,000 token samples of newspaper language from 10 subsections of the Guardian newspaper were analyzed for the presence of these lemmas and the average V, A and D values for each subsection were calculated. Crime and Travel were seen to be those with the most atypical values.

Item Type:Article
ID Code:9686
Status:Published
Refereed:Yes
Uncontrolled Keywords:Affectiveness, emotion, valence, arousal, dominance, newspaper language
Subjects:Area 10 - Scienze dell'antichità, filologico-letterarie e storico-artistiche > L-LIN/12 Lingua e traduzione - Lingua inglese
Divisions:001 Università di Sassari > 01-a Nuovi Dipartimenti dal 2012 > Scienze Umanistiche e Sociali
Publisher:Elsevier
eISSN:1877-0428
Copyright Holders:© the Authors. Published by Elsevier Ltd.
Additional Information:Paper presented at the 5th International Conference on Corpus Linguistics, CILC2013, 14-16 March 2013, Alicante, Spain.
Deposited On:20 Mar 2014 09:47

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