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Software Engineering for Data Analytics

delete2020-07-01
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OA
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M
Miryung Kim *
DOI:10.1109/MS.2020.2985775delete
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摘要

摘要

En 中文
We are at an inflection point where software engineering meets the data-centric world of big data, machine learning, and artificial intelligence. In this article, I summarize findings from studies of professional data scientists and discuss my perspectives on open research problems to improve data-centric software development.
Keyword:
Big Data
Software
Data analysis
Debugging
Artificial intelligence
Software engineering
Testing
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期刊

IEEE Software 封面图
IEEE Software
IF:
3
论文数:
3.2K
被引数:
3.6K

机构

University of California System 封面图
University of California System
学者数:
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论文数: 33.7W
被引数: 6.6K