Validating an interlingual metanorm for emotional analysis of texts

Autor: Nicolas Leveau, Ba-Linh Nguyen, Guy Denhière, Sandra Jhean-Larose
Přispěvatelé: Cognitions Humaine et ARTificielle (CHART), Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Université Paris Nanterre (UPN)-Université Paris 8 Vincennes-Saint-Denis (UP8)-École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL), Tijus, Charles, École pratique des hautes études (EPHE)-Université Paris 8 Vincennes-Saint-Denis (UP8)-Université Paris Nanterre (UPN)-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), Université Paris 8 Vincennes-Saint-Denis (UP8)-École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université Paris Nanterre (UPN)-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), Education Discours Apprentissages (EDA - EA 4071), Université Paris Descartes - Paris 5 (UPD5), Laboratoire de psychologie cognitive (LPC), Aix Marseille Université (AMU)-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Psychobiologie du Développement, École pratique des hautes études (EPHE), Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU), Université Paris 8 Vincennes-Saint-Denis (UP8)-École Pratique des Hautes Études (EPHE), École Pratique des Hautes Études (EPHE), Cognitions Humaine et ARTificielle ( CHART ), Université Paris 8 Vincennes-Saint-Denis ( UP8 ) -École pratique des hautes études ( EPHE ) -Université Paris Nanterre ( UPN ), Education Discours Apprentissages ( EDA - EA 4071 ), Université Paris Descartes - Paris 5 ( UPD5 ), Laboratoire de psychologie cognitive ( LPC ), Centre National de la Recherche Scientifique ( CNRS ) -Aix Marseille Université ( AMU ), École pratique des hautes études ( EPHE )
Jazyk: angličtina
Rok vydání: 2011
Předmět:
Image Processing
Emotions
[ SCCO.PSYC ] Cognitive science/Psychology
050109 social psychology
Correlation
German
Computer-Assisted
Image Processing
Computer-Assisted
Developmental and Educational Psychology
General Psychology
MESH : Judgment
Language
05 social sciences
[ SHS.EDU ] Humanities and Social Sciences/Education
MESH: Image Processing
Computer-Assisted
MESH: Internet
MESH: Language
[SCCO.PSYC]Cognitive science/Psychology
language
Psychology (miscellaneous)
MESH : Internet
Psychology
Arousal
Social psychology
MESH : Image Processing
Computer-Assisted
Cognitive psychology
MESH: Terminology as Topic
Emotion classification
[SHS.EDU]Humanities and Social Sciences/Education
[SHS.INFO]Humanities and Social Sciences/Library and information sciences
Experimental and Cognitive Psychology
MESH : Emotions
050105 experimental psychology
[SHS.INFO] Humanities and Social Sciences/Library and information sciences
Judgment
Arts and Humanities (miscellaneous)
MESH : Language
[ SDV.MHEP ] Life Sciences [q-bio]/Human health and pathology
Terminology as Topic
Humans
0501 psychology and cognitive sciences
Valence (psychology)
MESH : Arousal
MESH: Emotions
MESH: Judgment
Internet
MESH: Humans
MESH: Arousal
MESH : Humans
MESH : Terminology as Topic
language.human_language
[SDV.MHEP]Life Sciences [q-bio]/Human health and pathology
Zdroj: Behavior Research Methods
Behavior Research Methods, Psychonomic Society, Inc, 2011, pp. En révision
Behavior Research Methods, Psychonomic Society, Inc, 2012, 44 (4), pp.1007-1014. ⟨10.3758/s13428-012-0208-y⟩
Behavior Research Methods, 2011, pp. En révision
Behavior Research Methods, 2012, 44 (4), pp.1007-1014. ⟨10.3758/s13428-012-0208-y⟩
Behavior Research Methods, Psychonomic Society, Inc, 2012, 44 (4), pp.1007-1014. 〈https://link.springer.com/article/10.3758%2Fs13428-012-0208-y〉. 〈10.3758/s13428-012-0208-y〉
ISSN: 1554-351X
1554-3528
DOI: 10.3758/s13428-012-0208-y⟩
Popis: In this article, we present a set of 12 norms that characterize emotional terms in French, English, German, Spanish, Italian, and Finnish. The high correlation between the norm values in the two emotional dimensions of valence and arousal suggests an interlingual homogeneity of emotional representations and allows a significant metanorm-EMONORM-to be established with 6,383 terms characterized in valence and 4,345 terms characterized in arousal. This metanorm is a resource for creating experimental materials in studies on language and emotions. Furthermore, we perform three tests using EMONORM, with the objectives of (1) identifying basic emotions from their valence and arousal values, (2) determining the orientation of texts referring to positive and negative emotions, and (3) evaluating the intensity of emotions expressed in texts. The results are highly similar to those for human judgments. Finally, we present EMOVAL/SEMOTEX, a Web application for static and dynamic valence and arousal emotional analysis of texts using EMONORM ( http://www.semotex.fr ).
Databáze: OpenAIRE
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