Understanding Morality behind Human opinion and reasoning

dc.contributor.authorKumar, Akit
dc.contributor.authorXiao, Lu
dc.date.accessioned2021-12-24T17:45:42Z
dc.date.available2021-12-24T17:45:42Z
dc.date.issued2022-01-04
dc.description.abstractMoral values influence people’s opinions and reasoning. While people increasingly share and shape each other’s opinions in social media, we have limited understanding of how people’s moral values play a role in these processes. As a first step to close this literature gap, we conducted two studies to examine the relationships between one’s morality and how one’s opinions are expressed and changed in social media. Specifically, we explored the potential of using the moral values reflected from an online comment to classify its stance. We also examined how these moral values contribute to the change of one’s opinions in online persuasion processes. Our results show that one’s morality and viewpoint are connected, and the more similar between the two users’ moral values the more persuasion power one carries over the other. In addition, the stronger a user’s moral value the more resistant the user is to change their opinion.
dc.format.extent10 pages
dc.identifier.doihttps://doi.org/10.24251/HICSS.2022.374
dc.identifier.isbn978-0-9981331-5-7
dc.identifier.urihttp://hdl.handle.net/10125/79708
dc.language.isoeng
dc.relation.ispartofProceedings of the 55th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectDecision Making in Online Social Networks
dc.subjectmorality
dc.subjectopinion mining
dc.subjectpersuasion
dc.subjectstance detection
dc.titleUnderstanding Morality behind Human opinion and reasoning
dc.type.dcmitext

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