{"title":"The awkward semantics of Facebook reactions","authors":"John C. Paolillo","doi":"10.5210/fm.v28i8.13157","DOIUrl":null,"url":null,"abstract":"Facebook originally had a single reaction feature, like, which was updated in 2016 with five other options, and again in 2020 with a sixth. The intended meanings of these features remains unclear: they are both constrained in expressive range and potentially confused with one another. This study examines the distribution of these reactions across seven samples of Facebook posts to evaluate their potential meanings and assess their comparability across contexts, in terms of three current approaches to interpreting social media meanings: engagement, sentiment, and face-work. The reactions’ distribution is complex and unstable across samples and the available aggregate data does not reveal face-work patterns which are otherwise readily observable. In conclusion, cautions are offered regarding interpreting quantitative analyses of reaction features.","PeriodicalId":38833,"journal":{"name":"First Monday","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"First Monday","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5210/fm.v28i8.13157","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Computer Science","Score":null,"Total":0}
引用次数: 0
Abstract
Facebook originally had a single reaction feature, like, which was updated in 2016 with five other options, and again in 2020 with a sixth. The intended meanings of these features remains unclear: they are both constrained in expressive range and potentially confused with one another. This study examines the distribution of these reactions across seven samples of Facebook posts to evaluate their potential meanings and assess their comparability across contexts, in terms of three current approaches to interpreting social media meanings: engagement, sentiment, and face-work. The reactions’ distribution is complex and unstable across samples and the available aggregate data does not reveal face-work patterns which are otherwise readily observable. In conclusion, cautions are offered regarding interpreting quantitative analyses of reaction features.
First MondayComputer Science-Computer Networks and Communications
CiteScore
2.20
自引率
0.00%
发文量
86
期刊介绍：
First Monday is one of the first openly accessible, peer–reviewed journals on the Internet, solely devoted to the Internet. Since its start in May 1996, First Monday has published 1,035 papers in 164 issues; these papers were written by 1,316 different authors. In addition, eight special issues have appeared. The most recent special issue was entitled A Web site with a view — The Third World on First Monday and it was edited by Eduardo Villanueva Mansilla. First Monday is indexed in Communication Abstracts, Computer & Communications Security Abstracts, DoIS, eGranary Digital Library, INSPEC, Information Science & Technology Abstracts, LISA, PAIS, and other services.
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