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An Emotion Analysis Method Building Love Emotion Emoji Dictionary(LED) Using Deep Neural Network
- Kim, Sung-Yeon;
- Park, Young-Ho
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0초록
This paper proposes the Love emotion Emoji Dictionary (LED) to address challenges in emotion analysis, particularly the neglect of love and removal of emojis during preprocessing. Using a Deep Neural Network (DNN), it provides objective love scores for 2,872 emojis, potentially enhancing text emotion analysis across various emotions in the future. © 2024 IEEE.
키워드
deep learning; emoji dictionary; emotion analysis; love; natural language processing
- 제목
- An Emotion Analysis Method Building Love Emotion Emoji Dictionary(LED) Using Deep Neural Network
- 저자
- Kim, Sung-Yeon; Park, Young-Ho
- 발행일
- 2024-02
- 유형
- Proceedings Paper
- 저널명
- Proceedings - 2024 IEEE International Conference on Big Data and Smart Computing, BigComp 2024
- 페이지
- 367 ~ 368