An Emotion Analysis Method Building Love Emotion Emoji Dictionary(LED) Using Deep Neural Network

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.