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Discovering the structure and organization of a free Cantonese emotion-label word association graph to understand mental lexicons of emotions.

التفاصيل البيبلوغرافية
العنوان: Discovering the structure and organization of a free Cantonese emotion-label word association graph to understand mental lexicons of emotions.
المؤلفون: Wong TY; Department of Psychiatry, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, China. tywong.one@gmail.com.; Neurodevelopment and Psychosis Section, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA. tywong.one@gmail.com., Fang Z; Department of Psychiatry, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, China., Yu YT; Department of Psychiatry, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, China., Cheung C; Department of Psychiatry, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, China., Hui CLM; Department of Psychiatry, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, China., Elvevåg B; Department of Clinical Medicine, University of Tromsø-The Arctic University of Norway, Tromsø, Norway., De Deyne S; School of Psychological Sciences, University of Melbourne, Melbourne, Australia., Sham PC; Department of Psychiatry, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, China.; State Key Laboratory of Brain and Cognitive Sciences, University of Hong Kong, Hong Kong, China., Chen EYH; Department of Psychiatry, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong, China. eyhchen@hku.hk.; State Key Laboratory of Brain and Cognitive Sciences, University of Hong Kong, Hong Kong, China. eyhchen@hku.hk.
المصدر: Scientific reports [Sci Rep] 2022 Nov 15; Vol. 12 (1), pp. 19581. Date of Electronic Publication: 2022 Nov 15.
نوع المنشور: Journal Article
اللغة: English
بيانات الدورية: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
أسماء مطبوعة: Original Publication: London : Nature Publishing Group, copyright 2011-
مواضيع طبية MeSH: Free Association* , Emotions*, Language ; Vocabulary ; Linguistics
مستخلص: Emotions are not necessarily universal across different languages and cultures. Mental lexicons of emotions depend strongly on contextual factors, such as language and culture. The Chinese language has unique linguistic properties that are different from other languages. As a main variant of Chinese, Cantonese has some emotional expressions that are only used by Cantonese speakers. Previous work on Chinese emotional vocabularies focused primarily on Mandarin. However, little is known about Cantonese emotion vocabularies. This is important since both language variants might have distinct emotional expressions, despite sharing the same writing system. To explore the structure and organization of Cantonese-label emotion words, we selected 79 highly representative emotion cue words from an ongoing large-scale Cantonese word association study (SWOW-HK). We aimed to identify the categories of these emotion words and non-emotion words that related to emotion concepts. Hierarchical cluster analysis was used to generate word clusters and investigate the underlying emotion dimensions. As the cluster quality was low in hierarchical clustering, we further constructed an emotion graph using a network approach to explore how emotions are organized in the Cantonese mental lexicon. With the support of emotion knowledge, the emotion graph defined more distinct emotion categories. The identified network communities covered basic emotions such as love, happiness, and sadness. Our results demonstrate that mental lexicon graphs constructed from free associations of Cantonese emotion-label words can reveal fine categories of emotions and their relevant concepts.
(© 2022. The Author(s).)
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تواريخ الأحداث: Date Created: 20221115 Date Completed: 20221118 Latest Revision: 20230109
رمز التحديث: 20240628
مُعرف محوري في PubMed: PMC9666539
DOI: 10.1038/s41598-022-23995-z
PMID: 36380119
قاعدة البيانات: MEDLINE
الوصف
تدمد:2045-2322
DOI:10.1038/s41598-022-23995-z