通过理解用户行为促进数据使用:人类开放政府数据交互的模型

IF 2.8 2区 管理学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Fanghui Xiao, Yu Chi, Daqing He
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引用次数: 0

摘要

最近在生成、收集和使用数据集的能力方面的急剧增长激发了许多关于人类数据交互(HDI)新兴领域的学术和政策讨论。考虑到与开放政府数据(OGD)交互的挑战以及该领域现有的研究差距,我们的研究旨在探索OGD领域的HDI,并研究HDI如何进一步促进OGD。在现有的两种行为模型的基础上,我们提出了OGD交互的初始概念模型,然后利用该模型进行了两项研究,实证检验了用户在与OGD交互时的行为。最后,我们为OGD交互改进了这个模型,并邀请了三位专家对其进行验证,以增强其可理解性、全面性和合理性。这种人类OGD交互的综合模型将有助于HDI领域的理论工作,以及OGD平台的实际设计和数据素养教育。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Promoting data use through understanding user behaviors: A model for human open government data interaction

Recent dramatic increases in the ability to generate, collect, and use datasets have inspired numerous academic and policy discussions regarding the emerging field of human data interaction (HDI). Given the challenges in interacting with open government data (OGD) and the existing research gap in this field, our study intends to explore HDI in the OGD domain and investigate ways HDI can further contribute to OGD promotion. Building upon two existing behavioral models, we proposed an initial conceptual model for OGD interaction, then using this model, conducted two studies to empirically examine users' behaviors when interacting with OGD. Ultimately, we refined this model for OGD interaction and invited three experts to validate it to enhance its understandability, comprehensiveness, and reasonableness. This comprehensive model for human OGD interaction will contribute to the theoretical work of the HDI field as well as the practical design of OGD platforms and data literacy education.

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来源期刊
CiteScore
8.30
自引率
8.60%
发文量
115
期刊介绍: The Journal of the Association for Information Science and Technology (JASIST) is a leading international forum for peer-reviewed research in information science. For more than half a century, JASIST has provided intellectual leadership by publishing original research that focuses on the production, discovery, recording, storage, representation, retrieval, presentation, manipulation, dissemination, use, and evaluation of information and on the tools and techniques associated with these processes. The Journal welcomes rigorous work of an empirical, experimental, ethnographic, conceptual, historical, socio-technical, policy-analytic, or critical-theoretical nature. JASIST also commissions in-depth review articles (“Advances in Information Science”) and reviews of print and other media.
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