論文

査読有り
2021年7月

Preliminary literature review of machine learning system development practices

Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021
  • Yasuhiro Watanabe
  • ,
  • Hironori Washizaki
  • ,
  • Kazunori Sakamoto
  • ,
  • Daisuke Saito
  • ,
  • Kiyoshi Honda
  • ,
  • Naohiko Tsuda
  • ,
  • Yoshiaki Fukazawa
  • ,
  • Nobukazu Yoshioka

開始ページ
1407
終了ページ
1408
記述言語
英語
掲載種別
研究論文(国際会議プロシーディングス)
DOI
10.1109/COMPSAC51774.2021.00207

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.

リンク情報
DOI
https://doi.org/10.1109/COMPSAC51774.2021.00207
Scopus
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85115822429&origin=inward
Scopus Citedby
https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85115822429&origin=inward
ID情報
  • DOI : 10.1109/COMPSAC51774.2021.00207
  • SCOPUS ID : 85115822429

エクスポート
BibTeX RIS