对用户评论进行分析和可视化的自动化工具开发

IF 0.2 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS

International Journal of Arts and Technology Pub Date : 2020-09-15 DOI:10.1504/ijart.2020.10031736

Shuo-Yu Yang, W. Chou, Chen Xing

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引用次数: 0

摘要

用户评论作为一种帮助移动应用程序开发人员了解用户需求和印象的研究方法，在移动应用程序行业中逐渐传播开来。然而，确定解释大量用户评论的方法是开发人员面临的一个关键挑战。本研究采用信息可视化的思想，通过数据收集、分析和评估的迭代过程开发了一个网站，以分析用户评论并生成描述分析结果的可视化图表。根据网站中提供的可视化信息，移动应用程序开发人员将能够单独分析用户评论。这将使他们能够计划对基于代表用户真实需求的图形信息开发的应用程序进行进一步改进。此外，该图形信息生成网站有望提高下载平台上软件的总体评级，这将导致更大的下载次数，从而带来更大的好处。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Development of the Automated Tool to Perform Analysis and Visualization of User Reviews

User reviews have gradually spread in the mobile application industry as a research method to help developers of mobile applications understand the requirements and impressions of users. However, identifying ways of interpreting mass user reviews is a critical challenge faced by developers. Adopting the thought of information visualisation, this research developed a website by an iterative process of data collecting, analysis and evaluations to analyse user reviews and to generate visual charts depicting analysis results. Following the visualised information provided in the website, mobile application developers will be able to analyse user reviews individually. This will enable them to plan further improvements on applications developed based on the graphical information that represents the real needs of users. Moreover, this graphical information-generating website is expected to improve overall rating of a software on a download platform, which would lead to the larger number of downloads and hence, greater benefits.

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来源期刊

International Journal of Arts and Technology Arts and Humanities-Visual Arts and Performing Arts

CiteScore

1.10

自引率

33.30%

发文量

期刊介绍： IJART addresses arts and new technologies, highlighting computational art. With evolution of intelligent devices, sensors and ambient intelligent/ubiquitous systems, projects are exploring the design of intelligent artistic artefacts. Ambient intelligence supports the vision that technology becomes invisible, embedded in our natural surroundings, present whenever needed, attuned to all senses, adaptive to users/context and autonomously acting, bringing art to ordinary people, offering artists creative tools to extend the grammar of the traditional arts. Information environments will be the major drivers of culture.