6533b82cfe1ef96bd128ff6b
RESEARCH PRODUCT
Practices and Infrastructures for Machine Learning Systems : An Interview Study in Finnish Organizations
Dennis MuiruriLucy Ellen LwakatareJukka K. NurminenTommi Mikkonensubject
organizationscomputational modelingliiketoimintaprosessitGeneral Computer Scienceinterviewsbusiness practicesohjelmistotuotantoorganisaatiotmonitorointitekoäly113 Computer and information sciencesartificial intelligencelearning systemsdata modelsmonitoringmachine learningkoneoppiminenälytekniikkahaastattelututkimussoftware engineeringdescription
Using interviews, we investigated the practices and toolchains for machine learning (ML)-enabled systems from 16 organizations across various domains in Finland. We observed some well-established artificial intelligence engineering approaches, but practices and tools are still needed for the testing and monitoring of ML-enabled systems. Peer reviewed
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2022-06-06 |