批判性数据建模与基本表示模型

Critical data modeling and the basic representation model

Journal of the Association for Information Science and Technology (JASIST) · 2023
被引 13
ABS 3

中文导读

提出批判性数据建模方法,结合数据建模与系统分析技术来审视信息系统中的社会技术因素,并以基本表示模型作为分析工具,应用于警察逮捕记录数据集。

Abstract

Abstract The increasing role and impact of information systems in modern life calls for new types of information studies that examine sociotechnical factors at play in the development and use of information systems. This article proposes critical data modeling —the use of data modeling and systems analysis techniques to build critical interrogations of information systems—as a method for bridging between social factors and technical systems, presents the Basic Representation Model as an analytical tool for critical data modeling, and discusses the results of critical data modeling of a police arrest record dataset. The Basic Representation Model is a conceptual model of information objects that supports a detailed examination of data modeling and information representation within and across information systems, and functions as a synthesizing concept for existing critical work on information systems. Critical data modeling adds an essential complement to existing approaches to critical information studies by grounding the analysis of an information system in both the technical realities of computational systems and the social realities of our communities.

信息科学数据建模社会技术系统信息系统批判研究