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Software Engineering for Data Analytics

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

Abstract

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.
Keywords:
Big Data
Software
Data analysis
Debugging
Artificial intelligence
Software engineering
Testing
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Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

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IEEE Software cover
IEEE Software
IF:
3
Papers:
3.2K
Citations:
3.6K

Organization

University of California System cover
University of California System
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Papers: 33.7W
Citations: 6.6K