{"id":"https://openalex.org/W7113905795","doi":"https://doi.org/10.1145/3748699.3749768","title":"Towards Agile and Transparent Data Management: New Generative AI-Driven Tools for Data Governance","display_name":"Towards Agile and Transparent Data Management: New Generative AI-Driven Tools for Data Governance","publication_year":2025,"publication_date":"2025-09-03","ids":{"openalex":"https://openalex.org/W7113905795","doi":"https://doi.org/10.1145/3748699.3749768"},"language":null,"primary_location":{"id":"doi:10.1145/3748699.3749768","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748699.3749768","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3748699.3749768","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Information Technology for Social Good","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/10.1145/3748699.3749768","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Maya Legris","orcid":"https://orcid.org/0009-0003-5461-9001"},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Maya Legris","raw_affiliation_strings":["University of Quebec at Chicoutimi (UQAC), Saguenay, QC, Canada"],"raw_orcid":"https://orcid.org/0009-0003-5461-9001","affiliations":[{"raw_affiliation_string":"University of Quebec at Chicoutimi (UQAC), Saguenay, QC, Canada","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bruno Bouchard","orcid":"https://orcid.org/0000-0002-8408-3258"},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bruno Bouchard","raw_affiliation_strings":["University of Quebec at Chicoutimi (UQAC), Saguenay, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-8408-3258","affiliations":[{"raw_affiliation_string":"University of Quebec at Chicoutimi (UQAC), Saguenay, QC, Canada","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Armel Jacques Nzekon Nzeko'o","orcid":"https://orcid.org/0000-0003-2163-4769"},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Armel Jacques Nzekon Nzeko'o","raw_affiliation_strings":["University of Quebec at Chicoutimi (UQAC), Saguenay, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2163-4769","affiliations":[{"raw_affiliation_string":"University of Quebec at Chicoutimi (UQAC), Saguenay, QC, Canada","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kevin Bouchard","orcid":"https://orcid.org/0000-0002-5227-6602"},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kevin Bouchard","raw_affiliation_strings":["University of Quebec at Chicoutimi (UQAC), Saguenay, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5227-6602","affiliations":[{"raw_affiliation_string":"University of Quebec at Chicoutimi (UQAC), Saguenay, QC, Canada","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mohamed Aoun-Allah","orcid":"https://orcid.org/0009-0007-7965-0274"},"institutions":[{"id":"https://openalex.org/I4210142548","display_name":"Centre de G\u00e9omatique du Qu\u00e9bec","ror":"https://ror.org/04a20na41","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I4210142548"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed Aoun-Allah","raw_affiliation_strings":["Hyro-Quebec, Saguenay, QC, Canada"],"raw_orcid":"https://orcid.org/0009-0007-7965-0274","affiliations":[{"raw_affiliation_string":"Hyro-Quebec, Saguenay, QC, Canada","institution_ids":["https://openalex.org/I4210142548"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I104914703"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.65389014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"23"},"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":0.23119999468326569,"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":0.23119999468326569,"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":0.11249999701976776,"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/T11719","display_name":"Data Quality and Management","score":0.04969999939203262,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.5619999766349792},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5174000263214111},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.4657000005245209},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.45159998536109924},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.43290001153945923},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.41260001063346863},{"id":"https://openalex.org/keywords/data-governance","display_name":"Data governance","score":0.3783999979496002},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.37299999594688416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6158000230789185},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.5619999766349792},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5174000263214111},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49790000915527344},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4657000005245209},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.45159998536109924},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.43290001153945923},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.41260001063346863},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.3783999979496002},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.37299999594688416},{"id":"https://openalex.org/C2777351106","wikidata":"https://www.wikidata.org/wiki/Q49371","display_name":"Legislation","level":2,"score":0.33629998564720154},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3343000113964081},{"id":"https://openalex.org/C69360830","wikidata":"https://www.wikidata.org/wiki/Q1172237","display_name":"Data Protection Act 1998","level":2,"score":0.31369999051094055},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.30889999866485596},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.299699991941452},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.28839999437332153},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.28540000319480896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2831000089645386},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C2778864079","wikidata":"https://www.wikidata.org/wiki/Q173285","display_name":"Digital data","level":3,"score":0.266400009393692},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3748699.3749768","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748699.3749768","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3748699.3749768","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Information Technology for Social Good","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3748699.3749768","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748699.3749768","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3748699.3749768","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Information Technology for Social Good","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1328608016","display_name":null,"funder_award_id":"ALLRP 593431 - 24","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320322199","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7113905795.pdf","grobid_xml":"https://content.openalex.org/works/W7113905795.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2013478813","https://openalex.org/W2116189280","https://openalex.org/W2156411624","https://openalex.org/W2941893358","https://openalex.org/W3202582446","https://openalex.org/W4254699240","https://openalex.org/W4385274673","https://openalex.org/W4388289550","https://openalex.org/W4389040660","https://openalex.org/W4403701523","https://openalex.org/W4404891305","https://openalex.org/W4406459410","https://openalex.org/W4407593012"],"related_works":[],"abstract_inverted_index":{"Companies":[0],"and":[1,33,59,93,164,174,189],"public":[2,83,135],"organizations":[3,46],"around":[4],"the":[5,13,27,49,63,70,178],"world":[6],"are":[7],"facing":[8],"unprecedented":[9],"challenges":[10],"due":[11],"to":[12,24,47,65,87,108,128,184],"ongoing":[14],"digital":[15,187],"transformation.":[16],"These":[17],"changes":[18],"have":[19],"raised":[20],"numerous":[21],"concerns":[22],"related":[23],"data":[25,52,95,110,136,192],"privacy,":[26],"ethical":[28,92,191],"use":[29],"of":[30,40,51,72,148],"personal":[31,74],"information,":[32],"organizational":[34],"transparency.":[35],"In":[36,97],"Quebec,":[37],"a":[38,89,117,143,155],"region":[39],"Canada,":[41],"new":[42,102,144],"legislation":[43],"now":[44],"requires":[45],"minimize":[48],"amount":[50],"they":[53],"collect,":[54],"ensure":[55],"strict":[56],"access":[57],"controls,":[58],"provide":[60],"individuals":[61],"with":[62],"ability":[64],"access,":[66],"correct,":[67],"or":[68],"request":[69],"removal":[71],"their":[73],"information":[75],"held":[76],"by":[77],"an":[78],"organization.":[79],"Hydro-Qu\u00e9bec,":[80],"Quebec\u2019s":[81],"largest":[82],"energy":[84],"provider,":[85],"aims":[86],"be":[88],"pioneer":[90],"in":[91],"efficient":[94],"management.":[96],"this":[98],"study,":[99],"we":[100],"explore":[101],"generative":[103,119],"artificial":[104],"intelligence":[105],"(AI)":[106],"tools":[107],"enhance":[109],"transparency":[111],"for":[112,134],"Hydro-Quebec":[113],"customers.":[114],"We":[115],"present":[116],"customized":[118],"AI":[120,162,166],"approach,":[121],"leveraging":[122],"GPT-4":[123],"via":[124],"Azure":[125],"OpenAI":[126],"Studio,":[127],"automatically":[129],"generate":[130],"compliant":[131],"French":[132],"descriptions":[133,151],"requests.":[137],"The":[138],"tool":[139],"is":[140],"implemented":[141],"as":[142],"Python":[145],"library,":[146],"capable":[147],"producing":[149],"high-quality":[150],"efficiently.":[152],"It":[153],"achieved":[154],"90.48%":[156],"human":[157],"evaluation":[158],"score,":[159],"outperforming":[160],"Collibra":[161],"(73.81%)":[163],"Databricks":[165],"(71.03%).":[167],"Validation":[168],"through":[169],"cosine":[170],"similarity,":[171],"METEOR":[172],"scores,":[173],"LLM-as-a-Judge":[175],"assessments":[176],"confirmed":[177],"solution\u2019s":[179],"superiority,":[180],"highlighting":[181],"its":[182],"potential":[183],"drive":[185],"transparent":[186],"transformation":[188],"promote":[190],"governance.":[193]},"counts_by_year":[],"updated_date":"2026-03-09T07:00:12.390032","created_date":"2025-12-11T00:00:00"}