TY - JOUR
T1 - 多模态情感分析研究综述
AU - Zhang, Yazhou
AU - Rong, Lu
AU - Song, Dawei
AU - Zhang, Peng
N1 - Publisher Copyright:
© 2020, Science Press. All right reserved.
PY - 2020/5/1
Y1 - 2020/5/1
N2 - Multimodal sentiment analysis is one of the core research topics in the field of natural language processing. Firstly, the research background of multimodal sentiment analysis is introduced. Two sub-topics of multimodal sentiment analysis, narrative multimodal sentiment analysis and interactive multimodal sentiment analysis, are proposed. Then, the development and the research progress at home and abroad are summarized based on the mentioned two sub-topics. Finally, the existing scientific problems of interactive modeling in this field are summarized, and the future development trend is discussed.
AB - Multimodal sentiment analysis is one of the core research topics in the field of natural language processing. Firstly, the research background of multimodal sentiment analysis is introduced. Two sub-topics of multimodal sentiment analysis, narrative multimodal sentiment analysis and interactive multimodal sentiment analysis, are proposed. Then, the development and the research progress at home and abroad are summarized based on the mentioned two sub-topics. Finally, the existing scientific problems of interactive modeling in this field are summarized, and the future development trend is discussed.
KW - Multimodal Sentiment Analysis
KW - Natural Language Processing
KW - Sentiment Classification
UR - http://www.scopus.com/inward/record.url?scp=85087143528&partnerID=8YFLogxK
U2 - 10.16451/j.cnki.issn1003-6059.202005005
DO - 10.16451/j.cnki.issn1003-6059.202005005
M3 - 文献综述
AN - SCOPUS:85087143528
SN - 1003-6059
VL - 33
SP - 426
EP - 438
JO - Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence
JF - Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence
IS - 5
ER -