Preliminary Literature Review of Machine Learning System Development Practices

机译：机器学习系统开发实践的初步文献综述

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摘要

To guide practitioners and researchers to design and research Machine Learning (ML) system development processes, we conduct a preliminary literature review on ML system development practices. We identified seven papers and two other papers determined in an ad-hoc review. Our findings include emphasized phases in ML system developments, frequently described ML-specific practices, and tailored traditional practices.

机译：为了指导从业者和研究人员设计和研究机器学习（ML）系统开发过程，我们对ML系统开发实践进行了初步的文献综述。我们确定了七篇论文和另外两篇在特别审查中确定的论文。我们的发现包括ML系统开发的重点阶段、经常描述的ML特定实践和定制的传统实践。

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《IEEE Annual Computers, Software, and Applications Conference》|2021年|1407-1408|共2页
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Yasuhiro Watanabe; Hironori Washizaki; Kazunori Sakamoto; Daisuke Saito; Kiyoshi Honda; Naohiko Tsuda; Yoshiaki Fukazawa; Nobukazu Yoshioka;
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Bibliographies; Conferences; Machine learning; Software; Software engineering;

机译：参考书目;会议;机器学习;软件软件工程;

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Preliminary Literature Review of Machine Learning System Development Practices

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