Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18 2018
DOI: 10.1145/3178876.3186157
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Through a Gender Lens

Abstract: Based on a large data set of emoji using behavior collected from smartphone users over the world, this paper investigates genderspecific usage of emojis. We present various interesting findings that evidence a considerable difference in emoji usage by female and male users. Such a difference is significant not just in a statistical sense; it is sufficient for a machine learning algorithm to accurately infer the gender of a user purely based on the emojis used in their messages. In real world scenarios where ge… Show more

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Cited by 83 publications
(54 citation statements)
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“…Consistent with these attitudes, females use emoji and emoticons more frequently than males do [4,37], and young adults use them more than older adults [10,25]. Moreover, females and young people preferentially use different icons and use them for different pragmatic purposes compared to males and adults, respectively [4,5,32,34,37]. Given these welldocumented differences in usage, it is natural to ask whether, and if so to what extent, different demographic categories of social media users understand emoji use differently.…”
Section: Introductionmentioning
confidence: 77%
See 1 more Smart Citation
“…Consistent with these attitudes, females use emoji and emoticons more frequently than males do [4,37], and young adults use them more than older adults [10,25]. Moreover, females and young people preferentially use different icons and use them for different pragmatic purposes compared to males and adults, respectively [4,5,32,34,37]. Given these welldocumented differences in usage, it is natural to ask whether, and if so to what extent, different demographic categories of social media users understand emoji use differently.…”
Section: Introductionmentioning
confidence: 77%
“…In some contexts, emoji use is seen as inappropriate for males [32], and it can make adults appear incompetent [13]. Consistent with these attitudes, females use emoji and emoticons more frequently than males do [4,37], and young adults use them more than older adults [10,25]. Moreover, females and young people preferentially use different icons and use them for different pragmatic purposes compared to males and adults, respectively [4,5,32,34,37].…”
Section: Introductionmentioning
confidence: 99%
“…Moreover, gender differences have been found in the use of emotions and emojis (Wolf, 2000;Chen et al, 2017), where women were found to be more likely to use those digital displays of emotion. This leads to the next section.…”
Section: Gendermentioning
confidence: 99%
“…Women evaluated emoji as clearer and more meaningful and familiar [21] and gave higher overall positive ratings when assessing the valence of emoji [34]. They were also shown to be more familiar with emoji and to use them more frequently compared to men [21,34,35]. However, other studies did not report gender differences in the interpretation of emoji when using emoji questionnaires [36].…”
Section: Neutral Facementioning
confidence: 92%