Title
Fine-grained emoji sentiment analysis based on attributes of Twitter users
Abstract
Emoji is a visual character that is popular on social media today, with rich semantic and emotional information. At present, each kind of emoji is usually treated as the same in sentiment analysis, but we think that different people using the same emoji will express different emotions. We collected tweets containing different emojis to calculate the emotion intensity scores of different emojis under different emotions, and combined the scores with different attributes of Twitter users to prove our point. Furthermore, we also provide analysis of experimental results and suggestions for future improvements.
Year
DOI
Venue
2020
10.1109/SmartCloud49737.2020.00033
2020 IEEE International Conference on Smart Cloud (SmartCloud)
Keywords
DocType
ISBN
emoji,sentiment analysis,Twitter
Conference
978-1-7281-6548-6
Citations 
PageRank 
References 
0
0.34
3
Authors
4
Name
Order
Citations
PageRank
Xiaoyu Sun19516.54
Huakang Li200.34
Guozi Sun362.56
Ming Zhu400.34