Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media最新文献

Understanding the Sarcastic Nature of Emojis with SarcOji 用SarcOji理解表情符号的讽刺本质

Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.emoji-1.4

Vandita Grover, H. Banati

{"title":"Understanding the Sarcastic Nature of Emojis with SarcOji","authors":"Vandita Grover, H. Banati","doi":"10.18653/v1/2022.emoji-1.4","DOIUrl":"https://doi.org/10.18653/v1/2022.emoji-1.4","url":null,"abstract":"Identifying sarcasm is a challenging research problem owing to its highly contextual nature. Several researchers have attempted numerous mechanisms to incorporate context, linguistic aspects, and supervised and semi-supervised techniques to determine sarcasm. It has also been noted that emojis in a text may also hold key indicators of sarcasm. However, the availability of sarcasm datasets with emojis is scarce. This makes it challenging to effectively study the sarcastic nature of emojis. In this work, we present SarcOji which has been compiled from five publicly available sarcasm datasets. SarcOji contains labeled English texts which all have emojis. We also analyze SarcOji to determine if there is an incongruence in the polarity of text and emojis used therein. Further, emojis’ usage, occurrences, and positions in the context of sarcasm are also studied in this compiled dataset. With SarcOji we have been able to demonstrate that frequency of occurrence of an emoji and its position are strong indicators of sarcasm. SarcOji dataset is now publicly available with several derived features like sentiment scores of text and emojis, most frequent emoji, and its position in the text. Compilation of the SarcOji dataset is an initial step to enable the study of the role of emojis in communicating sarcasm. SarcOji dataset can also serve as a go-to dataset for various emoji-based sarcasm detection techniques.","PeriodicalId":393822,"journal":{"name":"Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134485921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Graphicon Evolution on the Chinese Social Media Platform BiliBili Graphicon在中国社交媒体平台哔哩哔哩上的演变

Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.emoji-1.9

Yiqiong Zhang, S. Herring, Suifu Gan

引用次数: 5

Beyond emojis: an insight into the IKON language 超越表情符号:洞察IKON语言

Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.emoji-1.2

Laura Meloni, Phimolporn Hitmeangsong, Bernhard Appelhaus, Edgar Walthert, Cesco Reale

引用次数: 2

Investigating the Influence of Users Personality on the Ambiguous Emoji Perception 调查用户个性对模糊表情感知的影响

Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.emoji-1.6

Olga Iarygina

{"title":"Investigating the Influence of Users Personality on the Ambiguous Emoji Perception","authors":"Olga Iarygina","doi":"10.18653/v1/2022.emoji-1.6","DOIUrl":"https://doi.org/10.18653/v1/2022.emoji-1.6","url":null,"abstract":"Emojis are an integral part of Internet communication nowadays. Even though, they are supposed to make the text clearer and less dubious, some emojis are ambiguous and can be interpreted in different ways. One of the factors that determine the perception of emojis is the user’s personality. In this work, I conducted an experimental study and investigated how personality traits, measured with a Big Five Inventory (BFI) questionnaire, affect reaction time when interpreting emoji. For a set of emoji, for which there are several possible interpretations, participants had to determine whether the emoji fits the presented context or not. Using regression analysis, I found that conscientiousness and neuroticism significantly predict the reaction time the person needs to decide about the emoji. More conscientious people take longer to resolve ambiguity, while more neurotic people make decisions about ambiguous emoji faster. The knowledge of the relationship between personality and emoji interpretation can lead to effective use of knowledge of people’s characters in personalizing interactive computer systems.","PeriodicalId":393822,"journal":{"name":"Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115081701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Interpreting Emoji with Emoji 用Emoji解读Emoji

Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.emoji-1.1

J. Reelfs, Timon Mohaupt, Sandipan Sikdar, M. Strohmaier, O. Hohlfeld

引用次数: 1

Semantic Congruency Facilitates Memory for Emojis 语义一致性有助于表情符号的记忆

Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.emoji-1.7

Andriana Ge-Christofalos, L. Feldman, Heather Sheridan

引用次数: 3

Conducting Cross-Cultural Research on COVID-19 Memes 开展新冠病毒模因跨文化研究

Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.emoji-1.5

Jing Ge-Stadnyk, Lusha Sa

{"title":"Conducting Cross-Cultural Research on COVID-19 Memes","authors":"Jing Ge-Stadnyk, Lusha Sa","doi":"10.18653/v1/2022.emoji-1.5","DOIUrl":"https://doi.org/10.18653/v1/2022.emoji-1.5","url":null,"abstract":"A cross-linguistic study of COVID-19 memes should allow scholars and professionals to gain insight into how people engage in socially and politically important issues and how culture has influenced societal responses to the global pandemic. This preliminary study employs framing analysis to examine and compare issues, actors and stances conveyed by both English and Chinese memes. The overall findings point to divergence in the way individuals communicate pandemic-related issues in English-speaking countries versus China, although a few similarities were also identified. ‘Regulation’ is the most common issue addressed by both English and Chinese memes, though the latter does so at a comparatively higher rate. The ‘ordinary people’ image within these memes accounts for the largest percentage in both data sets. Although both Chinese and English memes primarily express negative emotions, the former often occurs on an interpersonal level, whereas the latter aims at criticizing society and certain group of people in general. Lastly, this study proposes explanations for these findings in terms of culture and political environment.","PeriodicalId":393822,"journal":{"name":"Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132749072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

EmojiCloud: a Tool for Emoji Cloud Visualization EmojiCloud:表情云可视化工具

Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.emoji-1.8

Yunhe Feng, Cheng Guo, Bingbing Wen, Peng Sun, Yufei Yue, Dingwen Tao

引用次数: 0

Emoji semantics/pragmatics: investigating commitment and lying 表情符号语义/语用学:调查承诺和说谎

Proceedings of the The Fifth International Workshop on Emoji Understanding and Applications in Social Media Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.emoji-1.3

Benjamin Weissman

引用次数: 1