Mapping HCI research methods for studying social media interaction: A systematic literature review
Mapping HCI research methods for studying social media interaction: A systematic literature review
复制标题
绘制研究社交媒体交互的人机交互研究方法：系统文献综述
DOI：
10.1016/j.chb.2021.107131
复制
发表时间：
2022
影响因子：
9.9
通讯作者：
and Teresa Cerratto Pargman
中科院分区：
文献类型：
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作者：
Yuya Shibuya;Andrea Hamm;and Teresa Cerratto Pargman
在过去的几十年里，人机交互（HCI）的研究人员花了大量的努力来研究人们的社交媒体互动。为了了解HCI的研究人员如何研究社交媒体互动，我们检查了2008年至2020年期间在主要HCI会议论文集和期刊上发表的149篇同行评议文章。我们系统地回顾了HCI研究人员应用的方法，这些方法涵盖的研究主题以及收集的数据类型。通过分析，我们做出了三个贡献：我们（1）通过识别人机交互中社会媒体互动研究的三个阶段，确定了主题趋势。即早期阶段（2008-2012）关注用户行为，成长阶段（2013-2016）关注隐私和健康，最新阶段（2017-2020）关注设计。(2)我们绘制了HCI中社交媒体互动研究的方法论趋势。我们还说明了在选定的作品中收集的数据类型的趋势，（3）确定未充分开发的研究领域。
In the last decades, researchers in Human-computer interaction (HCI) took numerous efforts to investigate people's social media interaction. To understand how researchers in HCI have studied social media interaction, we examined 149 peer-reviewed articles published between 2008 and 2020 in major HCI conference proceedings and journals. We systematically reviewed the methodologies HCI researchers applied, the research topics these methods covered, and the types of data collected. Through the analysis, we make three contributions: We (1) pinpoint the topic trends by identifying three phases in the study of social media interaction in HCI. Namely, the early phase (2008–2012) focused on user behavior, the growing phase (2013–2016), focused on privacy and health, and the latest phase (2017–2020) focused on design. (2) We map methodological trends in the study of social media interaction in HCI. We also illustrate the trends in relation to the types of data collected in the selected works and, (3) identify underexplored study areas.