{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T23:45:37Z","timestamp":1773791137487,"version":"3.50.1"},"reference-count":15,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Softw."],"published-print":{"date-parts":[[2025,1]]},"DOI":"10.1109\/ms.2024.3414317","type":"journal-article","created":{"date-parts":[[2024,6,19]],"date-time":"2024-06-19T17:27:05Z","timestamp":1718818025000},"page":"51-58","source":"Crossref","is-referenced-by-count":2,"title":["Machine Learning Lineage for Trustworthy Machine Learning Systems: Information Framework for MLOps Pipelines"],"prefix":"10.1109","volume":"42","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2410-0722","authenticated-orcid":false,"given":"Mikko","family":"Raatikainen","sequence":"first","affiliation":[{"name":"University of Helsinki, Helsinki, Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Charalampos","family":"Souris","sequence":"additional","affiliation":[{"name":"Silo AI, Stockholm, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1685-8346","authenticated-orcid":false,"given":"Jukka","family":"Remes","sequence":"additional","affiliation":[{"name":"Haaga-Helia University of Applied Sciences, Helsinki, Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9462-5922","authenticated-orcid":false,"given":"Vlad","family":"Stirbu","sequence":"additional","affiliation":[{"name":"CompliancePal, Tampere, Finland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-65854-0_8"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3262138"},{"key":"ref3","first-page":"2503","article-title":"Hidden technical debt in machine learning systems,","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","volume":"2","author":"Sculley","year":"2015"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s43681-022-00143-x"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3457607"},{"key":"ref6","first-page":"1","article-title":"Challenges in the deployment and operation of machine learning in practice","volume-title":"Proc. Eur. Conf. Inform. Syst. (ECIS)","volume":"1","author":"Baier","year":"2019"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jrt.2022.100043"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/SEAA60479.2023.00027"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3287560.3287596"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1147\/jrd.2019.2942288"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3600211.3604698"},{"issue":"918","key":"ref12","first-page":"1","volume-title":"Data Lineage: A Survey","volume":"8090","author":"Ikeda","year":"2009"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.bushor.2019.11.003"},{"key":"ref14","volume-title":"A practical taxonomy of reproducibility for machine learning research","author":"Tatman","year":"2018"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/SEAA60479.2023.00016"}],"container-title":["IEEE Software"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/52\/10777623\/10564680.pdf?arnumber=10564680","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,6]],"date-time":"2024-12-06T18:52:45Z","timestamp":1733511165000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10564680\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1]]},"references-count":15,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/ms.2024.3414317","relation":{},"ISSN":["0740-7459","1937-4194"],"issn-type":[{"value":"0740-7459","type":"print"},{"value":"1937-4194","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,1]]}}}