Importance of maintaining high-quality master data by exploring the potential of artificial intelligence to address data-related challenges effectively

This is the research survey data that was collected for a research project that investigates Artificial Intelligence (AI) capabilities that can be applied to Master Data Management (MDM) systems within Enterprise Resource Planning (ERP) environments to enhance master data quality. The framework was developed using a systematic literature review (SLR) approach with a design science research (DSR) methodology. It categorizes MDM functions and tasks to appropriate AI data management capabilities. The research artefact was created by evaluating and combining the findings from both systematic literature reviews.本数据集为某研究项目采集的调研数据，该项目旨在探究可应用于企业资源计划（Enterprise Resource Planning，以下简称ERP）环境下主数据管理（Master Data Management，以下简称MDM）系统、以提升主数据质量的人工智能（Artificial Intelligence，以下简称AI）技术能力。本研究框架采用系统综述（systematic literature review，以下简称SLR）方法结合设计科学研究（design science research，以下简称DSR）方法论开发完成。该框架将主数据管理的功能与任务归类至适配的AI数据管理能力范畴内。本研究制品通过评估并整合两项系统综述的研究成果构建而成。