Abstract
In this paper, we analyze and compare the representation of social movements on social media from the perspective of morality. Following previous research, which found associations between morality, collective action, and social decision-making, we postulate that moral values are distinct across diferent movements since these movements represent moral values of those who support or oppose them. The result of our analysis of four movements as represented on Twiter (#BlackLivesMater, #WhiteLivesMater, #AllLivesMater, and #BlueLivesMater) reveal that #BlueLivesMater represents values such as Care, Harm, Loyalty, and Authority, while #WhiteLivesMater features Harm and Fairness. Moreover, we find that Harm is the most prominent moral value in all of our datasets. Our analysis provides a robust understanding of authors' moral stances, which contextualizes the influence of movements on people, and how these movements are perceived in society.
Original language | English (US) |
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Title of host publication | CSCW 2019 Companion - Conference Companion Publication of the 2019 Computer Supported Cooperative Work and Social Computing |
Publisher | Association for Computing Machinery |
Pages | 347-351 |
Number of pages | 5 |
ISBN (Electronic) | 9781450366922 |
DOIs | |
State | Published - Nov 9 2019 |
Event | 22nd ACM Conference on Computer-Supported Cooperative Work and Social Computing, CSCW 2019 - Austin, United States Duration: Nov 9 2019 → Nov 13 2019 |
Publication series
Name | Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW |
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Conference
Conference | 22nd ACM Conference on Computer-Supported Cooperative Work and Social Computing, CSCW 2019 |
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Country/Territory | United States |
City | Austin |
Period | 11/9/19 → 11/13/19 |
Keywords
- Moral foundations
- Natural language processing
- Social computing
- Social media analysis
- Social movements
ASJC Scopus subject areas
- Software
- Computer Networks and Communications
- Human-Computer Interaction
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Expanded Morality Lexicon
Rezapour, R. (Creator) & Diesner, J. (Creator), University of Illinois Urbana-Champaign, Jun 13 2019
DOI: 10.13012/B2IDB-3805242_V1.1
Dataset