Software Quality Assessment of a Web Application for Biomedical Data Analysis

L. Wiese, Ingmar Wiese, Kristina Lietz
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引用次数: 2

Abstract

Data Science as a multidisciplinary discipline has seen a massive transformation in the direction of operationalisation of analysis workflows. Yet it can be observed that such a workflow consists of potentially many diverse components: like modules in different programming languages, database backends, or web frontends. In order to achieve high efficiency and reproducibility of the analysis, a sufficiently high level of software engineering for the different components as well as an overall software architecture that integrates and automates the different components is needed. For the use case of gene expression analysis, from a software quality point of view we analyze a newly developed web application that allows user-friendly access to the underlying workflow.
生物医学数据分析Web应用的软件质量评估
数据科学作为一门多学科学科,在分析工作流程的操作化方向上发生了巨大的转变。然而,可以观察到,这样的工作流由潜在的许多不同的组件组成:如不同编程语言的模块、数据库后端或web前端。为了实现分析的高效率和可再现性,需要对不同组件进行足够高水平的软件工程,以及集成和自动化不同组件的整体软件体系结构。对于基因表达分析的用例,从软件质量的角度来看,我们分析了一个新开发的web应用程序,它允许用户友好地访问底层工作流。
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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