信息科学为数据科学研究提供了什么?:数据与信息伦理文献综述

Brady D. Lund, Ting Wang
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引用次数: 0

摘要

摘要本文回顾了与数据科学作为一门学科的发展、当前数据偏见和伦理问题有关的文献,以及信息科学学科在解决这些问题方面可能发挥的作用。信息科学研究和研究人员对数据科学有很多贡献,因为他们的背景是跨学科学者,将以人为中心的社会行为视角应用于自然科学学科中的问题。信息科学研究人员已经在文献中对数据伦理的人文方法做出了贡献,并在信息学院中强调数据科学,这几乎确保了这些文献在未来几十年内继续发展。这篇综述文章为信息科学文献语料库中数据伦理研究的历史、当前进展和潜在的未来方向提供了参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
What Does Information Science Offer for Data Science Research?: A Review of Data and Information Ethics Literature
Abstract This paper reviews literature pertaining to the development of data science as a discipline, current issues with data bias and ethics, and the role that the discipline of information science may play in addressing these concerns. Information science research and researchers have much to offer for data science, owing to their background as transdisciplinary scholars who apply human-centered and social-behavioral perspectives to issues within natural science disciplines. Information science researchers have already contributed to a humanistic approach to data ethics within the literature and an emphasis on data science within information schools all but ensures that this literature will continue to grow in coming decades. This review article serves as a reference for the history, current progress, and potential future directions of data ethics research within the corpus of information science literature.
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