论文标题
数据科学的十个研究挑战领域
Ten Research Challenge Areas in Data Science
论文作者
论文摘要
尽管数据科学基于计算机科学,数学,统计数据和其他学科的知识,但数据科学是一个独特的领域,具有许多要解锁的谜团:具有挑战性的科学问题和迫切的社会重要性问题。本文从有关数据科学作为纪律的元问题开始,然后详细阐述了十个想法,以基于数据科学的研究议程。
Although data science builds on knowledge from computer science, mathematics, statistics, and other disciplines, data science is a unique field with many mysteries to unlock: challenging scientific questions and pressing questions of societal importance. This article starts with meta-questions about data science as a discipline and then elaborates on ten ideas for the basis of a research agenda for data science.