Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: There is a new generation of emoticons, called emojis, that is increasingly being used in mobile communications and social media. In the past two years, over ten billion emojis re used on Twitter. Emojis are Unicode graphic symbols, used as a shorthand to express concepts and ideas. In contrast to the small number of ll-known emoticons that carry clear emotional contents, there are hundreds of emojis. But what are their emotional contents?  provide the first emoji sentiment lexicon, called the Emoji Sentiment Ranking, and draw a sentiment map of the 751 most frequently used emojis. The sentiment of the emojis is computed from the sentiment of the tets in which they occur.  engaged 83 human annotators to label over 1.6 million tets in 13 European languages by the sentiment polarity (negative, neutral, or positive). About 4% of the annotated tets contain emojis. The sentiment analysis of the emojis allows us to draw several interesting conclusions. It turns out that most of the emojis are positive, especially the most popular ones. The sentiment distribution of the tets with and without emojis is significantly different. The inter-annotator agreement on the tets with emojis is higher. Emojis tend to occur at the end of the tets, and their sentiment polarity increases with the distance.  observe no significant differences in the emoji rankings beten the 13 languages and the Emoji Sentiment Ranking. Consequently,  propose our Emoji Sentiment Ranking as a European language-independent resource for automated sentiment analysis. Finally, the paper provides a formalization of sentiment and a novel visualization in the form of a sentiment bar.
['Petra Kralj Novak', 'Jasmina Smailović', 'Borut Sluban', 'Igor Mozetič']
I am writing a research paper on a idea Sentiment of Emojis.
[{"from": "human", "value": "I am writing a research paper on a idea Sentiment of Emojis."}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: There is a new generation of emoticons, called emojis, that is increasingly being used in mobile communications and social media. In the past two years, over ten billion emojis re used on Twitter. Emojis are Unicode graphic symbols, used as a shorthand to express concepts and ideas. In contrast to the small number of ll-known emoticons that carry clear emotional contents, there are hundreds of emojis. But what are their emotional contents?  provide the first emoji sentiment lexicon, called the Emoji Sentiment Ranking, and draw a sentiment map of the 751 most frequently used emojis. The sentiment of the emojis is computed from the sentiment of the tets in which they occur.  engaged 83 human annotators to label over 1.6 million tets in 13 European languages by the sentiment polarity (negative, neutral, or positive). About 4% of the annotated tets contain emojis. The sentiment analysis of the emojis allows us to draw several interesting conclusions. It turns out that most of the emojis are positive, especially the most popular ones. The sentiment distribution of the tets with and without emojis is significantly different. The inter-annotator agreement on the tets with emojis is higher. Emojis tend to occur at the end of the tets, and their sentiment polarity increases with the distance.  observe no significant differences in the emoji rankings beten the 13 languages and the Emoji Sentiment Ranking. Consequently,  propose our Emoji Sentiment Ranking as a European language-independent resource for automated sentiment analysis. Finally, the paper provides a formalization of sentiment and a novel visualization in the form of a sentiment bar."}]