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The Presumed Happiness of the Smiling Pile of Poo – How Emojis are Perceived by People

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Social Computing and Social Media: Experience Design and Social Network Analysis (HCII 2021)

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Abstract

Emojis are widely used in digital communication, especially on phones. This makes them an important part of our multimedia experience. While most emojis are equally perceived among people, some are not. Using such emojis in UIs might lower the user experience. Furthermore, they should be used with care in communication. To get a better understanding of how people perceive emojis, we performed a survey on 15 emojis that potentially cause misunderstandings in digital communication. The responses from 1,811 participants help to interpret emojis used in online texts, as well as in text-based communication. In this article, we provide an experience report about the creation and performance of our survey as well as the results. The detailed discussion of 15 emojis provides future directions for research on how these are used. This forms the foundation for more detailed and specific future analyses aimed at exploring the potential causes of digital miscommunication.

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Notes

  1. 1.

    https://www.limesurvey.org/.

  2. 2.

    http://emojione.com.

References

  1. Park, J., Barash, V., Fink, C., Cha, M.: Emoticon style: interpreting differences in emoticons across cultures. In: 7th International AAAI Conference on Weblogs and Social Media, Cambridge, Massachusetts, USA (2013)

    Google Scholar 

  2. Rezabek, L., Cochenour, J.: Visual cues in computer-mediated communication: supplementing text with emoticons. J. Vis. Literacy 18(2), 201–215 (1998). https://doi.org/10.1080/23796529.1998.11674539

    Article  Google Scholar 

  3. Oxford University Press: Oxford Dictionary of English. Oxford University Press (2010, 2017)

    Google Scholar 

  4. Tauch, C., Kanjo, E.: The roles of emojis in mobile phone notifications. In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing Adjunct, UbiComp 2016, Heidelberg (2016)

    Google Scholar 

  5. Wibowo, M., Ats-Tsiqoh, R., Sangadah, S., Komala, E., Utomo, A.: The effect of emoji on person perception. In : Universitas Indonesia Psychology Symposium for Undergraduate Research (2016)

    Google Scholar 

  6. Riordan, M.A.: The communicative role of non-face emojis: affect and disambiguation. Comput. Hum. Behav. 76, 75–86 (2017). https://doi.org/10.1016/j.chb.2017.07.009

    Article  Google Scholar 

  7. Miller, H., Thebault-Spieker, J., Chang, S., Johnson, I., Terveen, L., Hecht, B.: “Blissfully happy” or “ready to fight”: varying interpretations of emoji. In: International AAAI Conference on Web and Social Media (2016)

    Google Scholar 

  8. Scherr, S.A., Polst, S., Müller, L., Holl, K., Elberzhager, F.: The perception of emojis for analyzing app feedback. Int. J. Interact. Mob. Technol. (iJIM) 13(02), 19 (2019). https://doi.org/10.3991/ijim.v13i02.8492

    Article  Google Scholar 

  9. Novak, P.K., Smailović, J., Sluban, B., Mozetič, I.: Sentiment of emojis. PLoS ONE 10(12), e0144296 (2015). https://doi.org/10.1371/journal.pone.0144296

    Article  Google Scholar 

  10. American Psychological Association: primary emotion. https://dictionary.apa.org/primary-emotion

  11. American Psychological Association: secondary emotion. https://dictionary.apa.org/secondary-emotion

  12. Ekman, P.: An argument for basic emotions. Cogn. Emot. 6(3–4), 169–200 (1992)

    Article  Google Scholar 

  13. Russell, J.A.: A circumplex model of affect. J. Pers. Soc. Psychol. 39(6), 1161–1178 (1980). https://doi.org/10.1037/h0077714

    Article  Google Scholar 

  14. Plutchik, R.: A general psychoevolutionary theory of emotions. In: Theorie of Emotions, pp. 3–33 (1980)

    Google Scholar 

  15. Giachanou, A., Crestani, F.: Like it or not: a survey of twitter sentiment analysis methods. ACM Comput. Surv. 49(2), 1–41 (2016). https://doi.org/10.1145/2938640

    Article  Google Scholar 

  16. Keppler & Schwarzmann: Typographical Art. Puck, vol. IX, no. 209, p. 65 (1881)

    Google Scholar 

  17. Hogenboom, A., Bal, D., Frasincar, F., Bal, M., de Jong, F., Kaymak, U.: Exploiting emoticons in sentiment analysis. In: Proceedings of the 28th Annual ACM Symposium on Applied Computing, Coimbra, Portugal (2013)

    Google Scholar 

  18. Silzer, K.: Artsy. https://www.artsy.net/article/artsy-editorial-staying-power-smiley-face. Accessed 15 Aug 2019

  19. Sternbergh, A.: Smile, you’re speaking emoji. The rapid evolution of a wordless tongue (2014). https://nymag.com/intelligencer/2014/11/emojis-rapid-evolution.html. Accessed 2014

  20. Emojipedia Blog. https://blog.emojipedia.org/correcting-the-record-on-the-first-emoji-set/. Accessed 8 Mar 2019

  21. Unicode: The Unicode Blog: Unicode Version 6.0: Support for Popular Symbols in Asia. http://blog.unicode.org/2010/10/unicode-version-60-support-for-popular.html. Accessed 12 Oct 2010

  22. Unicode: Unicode Emoji. http://www.unicode.org/emoji/. Accessed 9 May 2018

  23. Emojipedia: Emojipedia. https://emojipedia.org/faq/#how-many. Accessed March 2020

  24. Unicode: Emoji Count. https://www.unicode.org/emoji/charts/emoji-counts.html

  25. Oxford University Press: Word of the Year 2015. https://en.oxforddictionaries.com/word-of-the-year/word-of-the-year-2015. Accessed 2015

  26. BBFC. https://www.bbfc.co.uk/releases/emoji-movie-2017. Accessed 25 Jul 2017

  27. Emoji: 2015 Emoji Report (2015)

    Google Scholar 

  28. Haysom, S.: British graffiti artist pranks McDonald’s emoji billboard. https://mashable.com/2015/07/15/mcdonalds-emoji-advert-trolled-graffiti-artist/?europe=true. Accessed 15 Jul 2015

  29. Spary, S.: Do you think this McDonald’s ad that turns people into emojis is creepy? https://www.campaignlive.co.uk/article/think-mcdonalds-ad-turns-people-emojis-creepy/1360121. Accessed 14 Aug 2015

  30. Provine, R., Spencer, R., Mandell, D.: Emotional expression online. J. Lang. Soc. Psychol. 26(3), 299–307 (2007)

    Article  Google Scholar 

  31. Hogenboom, A., Bal, D., Frasincar, F., Bal, M., de Jong, F., Kaymak, U.: Exploiting emoticons in sentiment analysis. In : Proceedings of the 28th Annual ACM Symposium on Applied Computing, SAC 2013 (2013). https://doi.org/10.1145/2480362.2480498

  32. Ljubešić, N., Fiser, D.: A Global Analysis of Emoji Usage. In : Proceedings of the 10th Web as Corpus Workshop, Berlin (2016)

    Google Scholar 

  33. SwiftKey: SwiftKey Emoji Report (2015)

    Google Scholar 

  34. Zhao, J., Dong, L., Wu, J., Xu, K.: MoodLens: an emoticon-based sentiment analysis system for Chinese tweets. In: Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Beijing, China (2012)

    Google Scholar 

  35. Gesselman, A.N., Ta, V.P., Garcia, J.R.: Worth a thousand interpersonal words: Emoji as affective signals for relationship-oriented digital communication. PLoS ONE 14(8), e0221297 (2019). https://doi.org/10.1371/journal.pone.0221297

    Article  Google Scholar 

  36. Lazarus, R.: Emotion & Adaptation (1991)

    Google Scholar 

  37. Lu, X., et al.: Learning from the ubiquitous language: an empirical analysis of emoji usage of smartphone users. In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2016 (2016). https://doi.org/10.1145/2971648.2971724

  38. Lo, J.: Medium. https://medium.com/language-insights/emoji-as-a-lingua-franca-69ef08cb820c. Accessed 25 Aug 2018

  39. Emojipedia: The Year of Emoji Convergence? (2018). https://blog.emojipedia.org/2018-the-year-of-emoji-convergence/. Accessed 13 Feb 2018

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Acknowledgments

The research described in this paper was performed in the project Opti4Apps (grant no. 02K14A182) of the German Federal Ministry of Education and Research and EnStadt: Pfaff (grant no. 03SBE112D and 03SBE112G) of the German Federal Ministry for Economic Affairs and Energy (BMWi) and the Federal Ministry of Education and Research (BMBF). We would like to thank Selina Meyer and Lisa Müller for their extensive contribution to this study. We thank Sonnhild Namingha for proofreading.

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Correspondence to Simon André Scherr .

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Scherr, S.A., Neugebauer, F., Egler, Y., Elberzhager, F. (2021). The Presumed Happiness of the Smiling Pile of Poo – How Emojis are Perceived by People. In: Meiselwitz, G. (eds) Social Computing and Social Media: Experience Design and Social Network Analysis . HCII 2021. Lecture Notes in Computer Science(), vol 12774. Springer, Cham. https://doi.org/10.1007/978-3-030-77626-8_10

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  • DOI: https://doi.org/10.1007/978-3-030-77626-8_10

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