{"id":"https://openalex.org/W4312565067","doi":"https://doi.org/10.1145/3522664.3528598","title":"AI governance in the system development life cycle","display_name":"AI governance in the system development life cycle","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4312565067","doi":"https://doi.org/10.1145/3522664.3528598"},"language":"en","primary_location":{"id":"doi:10.1145/3522664.3528598","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3522664.3528598","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3522664.3528598","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3522664.3528598","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077580789","display_name":"Samuli Laato","orcid":"https://orcid.org/0000-0003-4285-0073"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Samuli Laato","raw_affiliation_strings":["University of Turku, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088879914","display_name":"Teemu Birkstedt","orcid":"https://orcid.org/0000-0003-4683-4484"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Teemu Birkstedt","raw_affiliation_strings":["University of Turku, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077917286","display_name":"Matti M\u00e4antym\u00e4ki","orcid":null},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Matti M\u00e4antym\u00e4ki","raw_affiliation_strings":["University of Turku, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002531936","display_name":"Matti Minkkinen","orcid":"https://orcid.org/0000-0002-6406-8093"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Matti Minkkinen","raw_affiliation_strings":["University of Turku, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074223722","display_name":"Tommi Mikkonen","orcid":"https://orcid.org/0000-0002-8540-9918"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tommi Mikkonen","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077580789"],"corresponding_institution_ids":["https://openalex.org/I155660961"],"apc_list":null,"apc_paid":null,"fwci":5.8823,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.96488068,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/systems-development-life-cycle","display_name":"Systems development life cycle","score":0.8827385902404785},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.7685909271240234},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5611960291862488},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.5483662486076355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5393881797790527},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.481767863035202},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33908089995384216},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.2928723394870758},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.26950111985206604},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.17841464281082153}],"concepts":[{"id":"https://openalex.org/C120617098","wikidata":"https://www.wikidata.org/wiki/Q559486","display_name":"Systems development life cycle","level":5,"score":0.8827385902404785},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.7685909271240234},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5611960291862488},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.5483662486076355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5393881797790527},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.481767863035202},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33908089995384216},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.2928723394870758},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.26950111985206604},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.17841464281082153},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3522664.3528598","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3522664.3528598","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3522664.3528598","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI","raw_type":"proceedings-article"},{"id":"pmh:oai:helda.helsinki.fi:10138/355756","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/355756","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"}],"best_oa_location":{"id":"doi:10.1145/3522664.3528598","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3522664.3528598","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3522664.3528598","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312565067.pdf","grobid_xml":"https://content.openalex.org/works/W4312565067.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1546243928","https://openalex.org/W1972091638","https://openalex.org/W2002554683","https://openalex.org/W2091359547","https://openalex.org/W2144497647","https://openalex.org/W2200122354","https://openalex.org/W2477657241","https://openalex.org/W2578486040","https://openalex.org/W2606722458","https://openalex.org/W2738428139","https://openalex.org/W2768432182","https://openalex.org/W2886643449","https://openalex.org/W2896245505","https://openalex.org/W2964759459","https://openalex.org/W2981731882","https://openalex.org/W2982316857","https://openalex.org/W2990856437","https://openalex.org/W2996541402","https://openalex.org/W3007157104","https://openalex.org/W3017344077","https://openalex.org/W3035874221","https://openalex.org/W3041326191","https://openalex.org/W3092263108","https://openalex.org/W3093702258","https://openalex.org/W3094233077","https://openalex.org/W3121390030","https://openalex.org/W3125569121","https://openalex.org/W3142698583","https://openalex.org/W3143945924","https://openalex.org/W4220919730","https://openalex.org/W4244757210"],"related_works":["https://openalex.org/W3193185433","https://openalex.org/W181179368","https://openalex.org/W2271865315","https://openalex.org/W2966147737","https://openalex.org/W3193007448","https://openalex.org/W4386600726","https://openalex.org/W4281737987","https://openalex.org/W4386449603","https://openalex.org/W3124412501","https://openalex.org/W2048235121"],"abstract_inverted_index":{"In":[0],"this":[1],"study":[2,112],"we":[3,44],"explore":[4],"the":[5,30,52,81,104,130],"incorporation":[6],"of":[7,72,80],"artificial":[8],"intelligence":[9],"(AI)":[10],"governance":[11,41,69,88,105,120],"to":[12,38,76,124],"system":[13,56],"development":[14,57,100],"life":[15,132],"cycle":[16],"(SDLC)":[17],"models.":[18],"We":[19,66],"conducted":[20],"expert":[21],"interviews":[22],"among":[23],"AI":[24,40,87,119],"and":[25,28,36,63,97,107],"SDLC":[26],"professionals":[27],"analyzed":[29],"interview":[31],"data":[32],"using":[33],"qualitative":[34],"coding":[35],"clustering":[37],"extract":[39],"concepts.":[42],"Subsequently,":[43],"mapped":[45],"these":[46],"concepts":[47],"onto":[48],"three":[49,82],"stages":[50],"in":[51],"machine":[53],"learning":[54],"(ML)":[55],"process:":[58],"(1)":[59],"design,":[60],"(2)":[61],"development,":[62],"(3)":[64],"operation.":[65],"discovered":[67],"20":[68],"concepts,":[70],"some":[71],"which":[73],"are":[74,102],"relevant":[75],"more":[77],"than":[78],"one":[79],"stages.":[83],"Our":[84],"analysis":[85],"highlights":[86],"as":[89],"a":[90,114],"complex":[91],"process":[92],"that":[93],"involves":[94],"multiple":[95],"activities":[96],"stakeholders.":[98],"As":[99],"projects":[101],"unique,":[103],"requirements":[106],"processes":[108,128],"also":[109],"vary.":[110],"This":[111],"is":[113,121],"step":[115],"towards":[116],"understanding":[117],"how":[118],"conceptually":[122],"connected":[123],"ML":[125],"systems'":[126],"management":[127],"through":[129],"project":[131],"cycle.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2023-01-05T00:00:00"}
