Emoji 2021: Emoji Understanding and Applications in Social Media
Sanjaya Wijeratne, Jennifer Lee, Horacio Saggion, Amit Sheth
Description:
Pictographs, commonly referred to as emoji, have become a popular way to enhance electronic communication. With their introduction in the late 1990''s, emoji have been widely used to enhance the sentiment, emotion, and sarcasm expressed in social media messages. They often play distinct social and communicative roles compared to other forms of written language while taking over language constructs such as slang terms and emoticons. The ability to automatically process, derive meaning and interpret text fused with emoji will be essential as society embraces emoji as a standard form of online communication. Yet the pictorial nature of emoji, the fact that (the same) emoji may be used in different contexts to express different meanings, and that emoji are used in different cultures and communities over the world who interpret emoji differently, make it especially difficult to apply traditional Natural Language Processing (NLP) techniques to analyze them. To meet these challenges, Emoji aims to stimulate research on understanding social, cultural, communicative, and linguistic roles of emoji and developing novel computational approaches to analyze, interpret and understand emoji and their usage in social media applications. It will provide a forum to bring together researchers and practitioners from both academia and industry in the areas of computer science, social network analysis and mining, natural language processing, computational linguistics, human-computer interaction, and computational social sciences to discuss high-quality research and emerging applications, to exchange ideas and experience, and to identify new opportunities for collaboration.