Norms of Valence and Arousal for 2,076 Chinese 4-Character Words

doi:10.1007/978-981-10-8438-6_8

PSYCH OpenIR > 健康与遗传心理学研究室

	Norms of Valence and Arousal for 2,076 Chinese 4-Character Words
	Liu, Pingping1,2,3 ; Li, Minglei 1; Lu, Qin 1; Han, Buxin2,3
	2018
通讯作者邮箱	liupp@psych.ac.cn
会议名称	15th International Conference of the Pacific Associationfor Computational Linguistics, PACLING 2017
会议录名称	Communications in Computer and Information Science
页码	88-98
会议日期	August 16, 2017 - August 18, 2017
会议地点	Yangon,
会议举办国	Myanmar
出版者	Springer Verlag
产权排序	2
摘要	This study describes an annotated dataset through psycho-linguistic annotations in controlled environment on valence and arousal for a large lexicon of 2,076 Chinese 4-character words. The purpose for the annotation is to provide affect-linked knowledge to text which can be used in affective computing using NLP techniques. Analysis to the annotated data indicates that valence and arousal fit the classical U-shaped distribution. Most importantly, the annotated results indicate that the same 2-character word that appears in different 4-character words can indeed show distinct affective meanings which implies that the affective meaning of 4-character words may not be compositional to its component words. The study on this annotated list of 4-character words not only has significance at the intersection of cognitive neuroscience and social psychology, but also has great value as a resource for affective analysis in NLP applications. © 2018, Springer Nature Singapore Pte Ltd.
学科领域	Computational Linguistics
DOI	10.1007/978-981-10-8438-6_8
ISBN号	1865-0929
收录类别	EI
语种	英语
EI主题词	Data mining - Natural language processing systems
引用统计	被引频次：3[WOS] [WOS记录] [WOS相关记录]
文献类型	会议论文
条目标识符	http://ir.psych.ac.cn/handle/311026/27740
专题	健康与遗传心理学研究室
通讯作者	Liu, Pingping
作者单位	1.Department of Computing, The Hong Kong Polytechnic University, 999077, Hong Kong; 2.CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing; 100101, China; 3.Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
推荐引用方式 GB/T 7714	Liu, Pingping,Li, Minglei,Lu, Qin,et al. Norms of Valence and Arousal for 2,076 Chinese 4-Character Words[C]:Springer Verlag,2018:88-98.