Incidental Effects of Automated Retweeting: An Exploratory Network Perspective on Bot Activity During Sri Lanka’s Presidential Election in 2015

Q2 Arts and Humanities Bulletin of Science, Technology and Society Pub Date : 2017-02-01 DOI:10.1177/0270467617736219
C. Rathnayake, Wayne Buente
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引用次数: 3

Abstract

The role of automated or semiautomated social media accounts, commonly known as “bots,” in social and political processes has gained significant scholarly attention. The current body of research discusses how bots can be designed to achieve specific purposes as well as instances of unexpected negative outcomes of such use. We suggest that the interplay between social media affordances and user practices can result in incidental effects from automated agents. We examined a Twitter network data set with 1,782 nodes and 5,640 edges to demonstrate the engagement and outreach of a retweeting bot called Siripalabot that was popular among Sri Lankan Twitter users. The bot served the simple function of retweeting tweets with hashtags #SriLanka and #lk to its follower network. However, the co-use of #Sri Lanka and/or #lk with #PresPollSL, a hashtag used to discuss politics related to Sri Lanka’s presidential election in 2015, resulted in the bot incidentally amplifying the political voice of less engaged actors. The analysis demonstrated that the bot dominated the network in terms of engagement (out-degree) and the ability to connect distant clusters of actors (betweenness centrality) while more traditional actors, such as the main election candidates and news accounts, indicated more prestige (in-degree) and power (eigenvector centrality). We suggest that the study of automated agents should include designer intentions, the design and behavior of automated agents, user expectations, as well as unintended and incidental effects of interaction.
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自动转发的附带效应:2015年斯里兰卡总统选举期间Bot活动的探索性网络视角
自动化或半自动化社交媒体账户,通常被称为“机器人”,在社会和政治进程中的作用已经引起了学术界的极大关注。目前的研究讨论了如何设计机器人来实现特定目的,以及这种使用的意外负面结果。我们认为,社交媒体可供性和用户实践之间的相互作用可能会导致自动化代理的附带影响。我们检查了一个有1782个节点和5640条边的推特网络数据集,以展示一个在斯里兰卡推特用户中流行的名为Siripalabot的转发机器人的参与度和影响力。该机器人的简单功能是向其追随者网络转发带有#Srilaka和#lk标签的推文。然而,#Sri Lanka和/或#lk与#PresPollSL(一个用于讨论与2015年斯里兰卡总统选举有关的政治的标签)的共同使用,导致机器人偶然放大了参与度较低的行为者的政治声音。分析表明,机器人在参与度(度外)和连接遥远参与者集群的能力(介数中心性)方面主导了网络,而更传统的参与者,如主要的选举候选人和新闻报道,则表现出更高的声望(度内)和权力(特征向量中心性)。我们建议,对自动代理的研究应该包括设计者的意图、自动代理的设计和行为、用户的期望,以及交互的意外和附带影响。
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来源期刊
Bulletin of Science, Technology and Society
Bulletin of Science, Technology and Society Arts and Humanities-History and Philosophy of Science
CiteScore
2.60
自引率
0.00%
发文量
9
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