Affective, cognitive, and contextual cues in Reddit posts on artificial intelligence

被引:0
作者
Savela, Nina [1 ]
Pellert, Max [2 ,3 ,4 ]
Latikka, Rita [5 ,6 ]
Bergdahl, Jenna [5 ]
Garcia, David [3 ,4 ,7 ]
Oksanen, Atte [5 ]
机构
[1] LUT Univ, Yliopistonkatu 34, Lappeenranta 53850, Finland
[2] Univ Mannheim, Baden Wurttemberg, Germany
[3] Med Univ Vienna, Vienna, Austria
[4] Complex Sci Hub Vienna, Vienna, Austria
[5] Tampere Univ, Tampere, Finland
[6] Demos Helsinki, Helsinki, Finland
[7] Univ Konstanz, Constance, Germany
来源
JOURNAL OF COMPUTATIONAL SOCIAL SCIENCE | 2025年 / 8卷 / 01期
关键词
Artificial intelligence; Social media; Sentiment analysis; Contextual dictionaries; Affect; Cognition; PERSUASION; CONSEQUENCES; ENGAGEMENT; ATTITUDES; STYLES;
D O I
10.1007/s42001-024-00335-x
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
Artificially intelligent technologies have become a common topic in our everyday discussions where arguments about the subject can take different forms from cognitive reasoning to emotional expressions. Utilizing persuasion theories and research on the appeal of content characteristics as the theoretical approach to examine affective-cognitive language, we investigated social media posts on artificial intelligence (AI). We examined Reddit posts from 2005 to 2018 referring to AI (N = 455,634) using automated content analysis tools. The results revealed that although both the tone positivity and affective-cognitive ratio were dependent on the specific context, the language in AI posts was more analytically than emotionally oriented in general. Other users were more likely to engage with Reddit posts on AI that were high in cognitive and analytic content compared to affective and emotional content. In addition to the practical contribution of public opinion on AI, the results contribute to the theoretical discussions on affective and cognitive language in social media discussions.
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页数:27
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