设计和开发商业智能仪表盘的用户体验概念模型

Apoorva Muppidi, Ahmad Sobri Hashim, Mohd Hilmi Hasan, Aminu Aminu Muazu
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引用次数: 0

摘要

交互式仪表板在帮助用户进行数据发现和BI分析方面变得越来越流行。由于用户体验是开发商业智能(BI)仪表板的一个重要因素,目前大多数研究都围绕着商业智能(BI)仪表板中的用户体验(UX)的评估,但只有少数研究关注设计和开发这种仪表板的用户体验方面,而且大多数仪表板的开发都没有考虑到人的方面。因此,在仪表板开发中缺乏UX,用户很难理解和充分利用仪表板,从而导致效率低下。因此,在设计和开发BI仪表板时需要考虑用户体验因素。本研究的主要目的是通过包括用户体验和商业智能仪表板元素来开发一个用户体验模型,用于设计和开发BI仪表板。在本研究中,我们从现有文献中考虑UX和BI仪表板的元素,提出了一个用户体验,通过FGD验证模型,并使用主题分析法分析FGD评论。根据分析结果,对提出的模型进行了更新。开发的模型可以指导开发人员设计和开发BI仪表板。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Conceptual UX Model for Designing and Developing the Business Intelligence Dashboards
: Interactive dashboards are becoming increasingly popular for aiding users with data discovery and BI analysis. As UX is an important factor in developing Business Intelligence (BI) dashboards, the majority of current research centers around the evaluation of the User Experience (UX) in Business Intelligence (BI) dashboards, but there are only a few studies that focus on the UX aspect of designing and developing such dashboards and most of the dashboards were developed without considering the human aspects. Therefore, the absence of UX in dashboard development can make it difficult for users to understand and fully utilize the dashboard, which leads to a lack of effectiveness. Therefore, there is a need to consider UX factors while designing and developing BI dashboards. The main aim of this study is to develop a UX Model by including both user experience and business intelligence dashboard elements for designing and developing the BI dashboards. In this research, we proposed a user experience by considering the elements of UX and BI dashboards from the existing literature, validated the model by conducting FGD, and analyzed FGD comments by applying the thematic analysis method. Based on the result after conducting analysis we updated the proposed model. The developed model can guide the developer while designing and developing the BI dashboard.
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来源期刊
Journal of Computer Science
Journal of Computer Science Computer Science-Computer Networks and Communications
CiteScore
1.70
自引率
0.00%
发文量
92
期刊介绍: Journal of Computer Science is aimed to publish research articles on theoretical foundations of information and computation, and of practical techniques for their implementation and application in computer systems. JCS updated twelve times a year and is a peer reviewed journal covers the latest and most compelling research of the time.
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