Preliminary Literature Review of Machine Learning System Development Practices

Autor:	Kazunori Sakamoto, Yoshiaki Fukazawa, Kiyoshi Honda, Nobukazu Yoshioka, Yasuhiro Watanabe, Hironori Washizaki, Naohiko Tsuda, Daisuke Saito
Rok vydání:	2021
Předmět:	System development Software Computer science business.industry Artificial intelligence business Machine learning computer.software_genre computer
Zdroj:	COMPSAC
Popis:	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.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::9df9bf64dc703a63ce81e42db09a2062 https://doi.org/10.1109/compsac51774.2021.00207 Zobrazit plný text záznamu