论文标题
未来十年的天文学研究：数据访问，管理，可视化和分析的趋势，障碍和需求
Astronomical research in the next decade: trends, barriers and needs in data access, management, visualization and analysis
论文作者
论文摘要
我们报告了一项调查的结果，该调查探讨了天体物理学界的当前实践，需求和期望，涉及四个研究方面：开放科学实践，数据访问和管理，数据可视化和数据分析。这项调查涉及来自几个研究机构的329名专业人员，在结果诸如可重复性，视觉分析工具的可用性以及采用机器学习技术以进行数据分析等问题上查明了显着差距。这项研究是在H2020 Neanias项目的背景下进行的。
We report the outcomes of a survey that explores the current practices, needs and expectations of the astrophysics community, concerning four research aspects: open science practices, data access and management, data visualization, and data analysis. The survey, involving 329 professionals from several research institutions, pinpoints significant gaps in matters such as results reproducibility, availability of visual analytics tools and adoption of Machine Learning techniques for data analysis. This research is conducted in the context of the H2020 NEANIAS project.
