Mapping the Changing Landscape of Child-Computer Interaction Research Through Correlated Topic Modelling
Mapping the Changing Landscape of Child-Computer Interaction Research Through Correlated Topic Modelling
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DOI：
10.1145/3501712.3529735
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发表时间：
2022-06
期刊：
影响因子：
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通讯作者：
Tiarnach McDermott;J. Robson;N. Winters;L. Malmberg
中科院分区：
文献类型：
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作者：
Tiarnach McDermott;J. Robson;N. Winters;L. Malmberg
随着儿童计算机交互（CCI）领域的发展并形成越来越独特的特征，有必要反思该领域的现状及其迄今为止的发展。本文概述了 CCI 领域的主题结构，以支持这种反思，通过实施相关主题模型（一种自动归纳内容分析方法）扩展了先前的评论，分析了 2003 年至 2021 年间发表的 4,771 篇 CCI 研究论文。探讨了研究主题的突出程度及其演变。结果将 CCI 描绘成一个充满活力和多样化的研究领域，随着时间的推移，它不断动态发展，表现出日益专业化和不同子领域的出现，并从技术驱动议程发展到需求驱动议程。该分析对 CCI 研究领域进行了广泛的实证分析，促进了对该领域及其发展的反思，并揭示了现有文献的差距和未来研究的机会。
As the field of child-computer interaction (CCI) develops and forms an increasingly distinct identity, there is a need for reflection upon the state of the field, and its development thus far. This paper provides an overview of the thematic structure of the CCI field in order to support such reflection, expanding upon previous reviews through implementation of a correlated topic model, an automated, inductive content analysis method, in analysing 4,771 CCI research papers published between 2003 and 2021. Prominence of research topics, and their evolution, are explored. Results portray CCI as a vibrant and varied research landscape which has evolved dynamically over time, exhibiting increasing specialisation and emergence of distinct subfields, and progressing from a technology- to needs-driven agenda. This analysis contributes an extensive empirical mapping of the CCI research landscape, facilitating reflection upon the field and its development, and revealing gaps in extant literature and opportunities for future research.