回答为什么以及何时?

IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
Najwa Ayuni Jamaludin, Farhan Mohamed, Vei Siang Chan, M. S. Sunar, Ali Selamat, O. Krejcar, Andrés Iglesias
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引用次数: 0

摘要

沉浸式分析(IA)是一个快速发展的研究领域,致力于通过沉浸式体验改善和促进人类的感知和数据理解。了解将从IA中受益的合适的应用程序场景,可以转向开发有效和有意义的应用程序。本文旨在通过对现有研究进行系统回顾,并根据抽象可视化任务的多层次类型学对其进行映射,探索可以从IA中受益的任务和场景,这也被称为“为什么”框架。这项研究综合了几项工作,以在多个特定水平的背景下回答为什么。此外,本研究还探讨了应用领域和IA指导场景,以解决场景何时与IA最佳集成的问题。然后,本文讨论了IA评估类型和研究方法,以评估能够促进用户有效参与IA的IA应用。最后,讨论了其局限性和潜在的未来工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Answering Why and When?
Immersive analytics (IA) is a fast-growing research field that concerns improving and facilitating human sense making and data understanding through an immersive experience. Understanding the suitable application scenario that will benefit from IA enables a shift towards developing effective and meaningful applications. This paper aims to explore tasks and scenarios that can benefit from IA by conducting a systematic review of existing studies and mapping them according to the multi-level typology for abstract visualization tasks, which is also known as the what-why-how framework. The study synthesizes several works to answer the why within the context of multiple levels of specificity. In addition, this study also explores the application domains and IA guiding scenarios to address when scenarios best integrate with IA. Then, the paper discusses the IA evaluation types and research methods to evaluate an IA application that can promote effective user engagement in IA. Finally, the limitations and potential future works are discussed.
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来源期刊
Journal of Cases on Information Technology
Journal of Cases on Information Technology COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
2.60
自引率
0.00%
发文量
64
期刊介绍: JCIT documents comprehensive, real-life cases based on individual, organizational and societal experiences related to the utilization and management of information technology. Cases published in JCIT deal with a wide variety of organizations such as businesses, government organizations, educational institutions, libraries, non-profit organizations. Additionally, cases published in JCIT report not only successful utilization of IT applications, but also failures and mismanagement of IT resources and applications.
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