Construction and Application of Russian Multimodal Emotion Corpus

The multi-modal sentiment analysis technology in Russian is a research hotspot in the field of sentiment analysis. It can automatically analyze and recognize emotions through rich information such as text, speech, and images, which helps to understand the hotspots of public opinion in the Russian-sp...

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Bibliographic Details
Published inJi suan ji ke xue Vol. 48; no. 11; pp. 312 - 318
Main Authors Xu, Lin-Hong, Liu, Xin, Yuan, Wei, Qi, Rui-Hua
Format Journal Article
LanguageChinese
Published Chongqing Guojia Kexue Jishu Bu 01.11.2021
Editorial office of Computer Science
Subjects
Data mining
Emotion recognition
Emotions
multimodal|sentiment analysis|corpus|russian
Sentiment analysis
Standardization
Technology assessment
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Summary:The multi-modal sentiment analysis technology in Russian is a research hotspot in the field of sentiment analysis. It can automatically analyze and recognize emotions through rich information such as text, speech, and images, which helps to understand the hotspots of public opinion in the Russian-speaking people and countries in a timely manner. But currently Russian There are still fewer multimodal sentiment corpora, which restricts the further development of Russian sentiment analysis technology. In response to this problem, based on the analysis of multimodal sentiment corpus related research and sentiment classification methods, a set of scientific and complete The labeling system includes 11 items of information in three parts: utterance, time and space, and emotion; then in the entire construction and quality monitoring process of the corpus, follow the principle of emotional subject and the principle of emotional continuity, and draw up a more operative label Standardization, and then build a large-sca
ISSN:1002-137X
DOI:10.11896/jsjkx.200900088