{"data":{"id":"10.4121/19793968","type":"dois","attributes":{"doi":"10.4121/19793968","prefix":"10.4121","suffix":"19793968","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Wolters, Anouk","givenName":"Anouk","familyName":"Wolters","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"Guiding the specification of sociotechnical ML systems - Interview transcripts"}],"publisher":"4TU.ResearchData","container":{},"publicationYear":2022,"subjects":[{"subject":"Information Systems","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"0806"},{"subject":"FOS: Computer and information sciences","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"Interdisciplinary Engineering","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"0915"},{"subject":"FOS: Other engineering and technologies","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"Sociotechnical system"},{"subject":"Machine Learning"},{"subject":"Qualitative research"},{"subject":"Interview transcripts"},{"subject":"Time: 2022"}],"contributors":[{"name":"TU Delft, Faculty Of Technology, Policy And Management, Department Of Engineering Systems And Services","nameType":"Organizational","affiliation":[],"contributorType":"Other","nameIdentifiers":[]}],"dates":[{"date":"2022-05-20","dateType":"Issued"}],"language":"nl","types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"relationType":"References","relatedIdentifier":"http://resolver.tudelft.nl/uuid%3Ac68f5beb-5e3b-44d0-995f-90dd8fb9085a","relatedIdentifierType":"URL"}],"relatedItems":[],"sizes":[],"formats":["PDF"],"version":"1","rightsList":[{"rights":"Creative Commons Attribution 4.0 International","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"This folder contains interview transcripts of 14 interviews conducted for research within the Master Thesis of Anouk Wolters in PDF format. The empirical part of the research consisted of conducting 18 interviews with stakeholders (in)directly involved in Machine Learning use cases. The interviews were conducted with stakeholders within 2 different banks, concentrated around 2 different use cases. Additionally, a few interviews were conducted with representatives of civil society organisations and regulatory bodies. The interviews were conducted to get an understanding of the specification, development and use of Machine Learning systems in practice. The READ ME file provides a table that gives an overview of which interterviews are present in this folder and with which interviewee the interview was conducted. 4 interviewees did not consent to publicly archive the interview, which is respected. Therefore, those interview transcripts are not publicly available.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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","url":"https://data.4tu.nl/articles/_/19793968","contentUrl":null,"metadataVersion":2,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"viewsOverTime":[],"downloadCount":0,"downloadsOverTime":[],"referenceCount":0,"citationCount":0,"citationsOverTime":[],"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2022-05-20T14:35:00.000Z","registered":"2022-05-20T14:35:00.000Z","published":"2022","updated":"2022-08-30T13:41:47.000Z"},"relationships":{"client":{"data":{"id":"delft.data4tu","type":"clients"}},"provider":{"data":{"id":"scpr","type":"providers"}},"media":{"data":{"id":"10.4121/19793968","type":"media"}},"references":{"data":[]},"citations":{"data":[]},"parts":{"data":[]},"partOf":{"data":[]},"versions":{"data":[]},"versionOf":{"data":[]}}}}