{"id":"https://openalex.org/W4410887544","doi":"https://doi.org/10.1109/syscon64521.2025.11014820","title":"The Engineering of AI Evaluation and Scoring: Overview and Insights","display_name":"The Engineering of AI Evaluation and Scoring: Overview and Insights","publication_year":2025,"publication_date":"2025-04-07","ids":{"openalex":"https://openalex.org/W4410887544","doi":"https://doi.org/10.1109/syscon64521.2025.11014820"},"language":"en","primary_location":{"id":"doi:10.1109/syscon64521.2025.11014820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon64521.2025.11014820","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International systems Conference (SysCon)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04977577","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049330125","display_name":"Henri Sohier","orcid":"https://orcid.org/0000-0001-8592-471X"},"institutions":[{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Henri Sohier","raw_affiliation_strings":["IRT SystemX,Palaiseau,France"],"affiliations":[{"raw_affiliation_string":"IRT SystemX,Palaiseau,France","institution_ids":["https://openalex.org/I3018083178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028761768","display_name":"J.M. Faure","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jean-Philippe Faure","raw_affiliation_strings":["Progilon,Nimes,France"],"affiliations":[{"raw_affiliation_string":"Progilon,Nimes,France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117770622","display_name":"Sebastian Hallensleben","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133963","display_name":"VDE Pr\u00fcf- und Zertifizierungsinstitut (Germany)","ror":"https://ror.org/02qwdgg40","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210133963"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Hallensleben","raw_affiliation_strings":["VDE,Offenbach am Main,Germany"],"affiliations":[{"raw_affiliation_string":"VDE,Offenbach am Main,Germany","institution_ids":["https://openalex.org/I4210133963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117770623","display_name":"Philippe Streiff","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Philippe Streiff","raw_affiliation_strings":["Positive AI,Paris,France"],"affiliations":[{"raw_affiliation_string":"Positive AI,Paris,France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041675503","display_name":"Stephen Creff","orcid":"https://orcid.org/0000-0002-4690-4668"},"institutions":[{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Stephen Creff","raw_affiliation_strings":["IRT SystemX,Palaiseau,France"],"affiliations":[{"raw_affiliation_string":"IRT SystemX,Palaiseau,France","institution_ids":["https://openalex.org/I3018083178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117770624","display_name":"Emilie Hien","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emilie Hien","raw_affiliation_strings":["Orange,Chatillon,France"],"affiliations":[{"raw_affiliation_string":"Orange,Chatillon,France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019192130","display_name":"Juliette Mattioli","orcid":"https://orcid.org/0000-0001-9775-2716"},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Juliette Mattioli","raw_affiliation_strings":["Thales,Paris,France"],"affiliations":[{"raw_affiliation_string":"Thales,Paris,France","institution_ids":["https://openalex.org/I4210140930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117770625","display_name":"Serkan Odabas","orcid":null},"institutions":[{"id":"https://openalex.org/I220619192","display_name":"Valeo (France)","ror":"https://ror.org/04ryqpf83","country_code":"FR","type":"company","lineage":["https://openalex.org/I220619192"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Serkan Odabas","raw_affiliation_strings":["Valeo.ai,Paris,France"],"affiliations":[{"raw_affiliation_string":"Valeo.ai,Paris,France","institution_ids":["https://openalex.org/I220619192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117770626","display_name":"Romane Vernhes","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127368","display_name":"Sopra (France)","ror":"https://ror.org/02mhjkx12","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210127368"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Romane Vernhes","raw_affiliation_strings":["Sopra Steria,Colomiers,France"],"affiliations":[{"raw_affiliation_string":"Sopra Steria,Colomiers,France","institution_ids":["https://openalex.org/I4210127368"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5049330125"],"corresponding_institution_ids":["https://openalex.org/I3018083178"],"apc_list":null,"apc_paid":null,"fwci":2.2151,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88073323,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.16760000586509705,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.16760000586509705,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6038161516189575},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3289947509765625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6038161516189575},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3289947509765625}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/syscon64521.2025.11014820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon64521.2025.11014820","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International systems Conference (SysCon)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04977577v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04977577","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2025 IEEE International Systems Conference (SysCon), Apr 2025, Montreal, Canada","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04977577v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04977577","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2025 IEEE International Systems Conference (SysCon), Apr 2025, Montreal, Canada","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W843503643","https://openalex.org/W1986181470","https://openalex.org/W1988854559","https://openalex.org/W2030636553","https://openalex.org/W2143752076","https://openalex.org/W2440653077","https://openalex.org/W2528590784","https://openalex.org/W2912185124","https://openalex.org/W3100473510","https://openalex.org/W4220888874","https://openalex.org/W4220891756","https://openalex.org/W4230507407","https://openalex.org/W4233171448","https://openalex.org/W4236553103","https://openalex.org/W4245284769","https://openalex.org/W4321524283","https://openalex.org/W4321793865","https://openalex.org/W4378942194","https://openalex.org/W4379619622","https://openalex.org/W4387051994","https://openalex.org/W4399203760","https://openalex.org/W4401882237","https://openalex.org/W6852268903","https://openalex.org/W6868513569"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,49,134],"rapid":[1],"evolution":[2],"of":[3,10,15,51,84,102,171,206],"Artificial":[4],"Intelligence":[5],"(AI)":[6],"requires":[7],"a":[8,144,156,183],"rethinking":[9],"practices":[11,46],"and":[12,32,64,74,76,130,187,197],"better":[13,93],"anticipation":[14],"impacts,":[16],"as":[17,62,88,143,155],"highlighted":[18],"by":[19],"several":[20],"new":[21],"regulations.":[22],"Different":[23],"communities,":[24],"including":[25],"engineers,":[26],"auditors,":[27],"business":[28],"leaders,":[29],"standardization":[30],"experts,":[31],"ethicists,":[33],"are":[34],"developing":[35],"AI":[36,52,85,109,128,207],"evaluation":[37,53,86,110,132,141,153,208],"frameworks":[38,54,87],"with":[39,114],"scoring":[40,185],"systems":[41,63,115],"to":[42,59,92,100,105,192,202],"progressively":[43],"operationalize":[44],"good":[45,165],"for":[47,127,159,194],"AI.":[48],"development":[50,83],"should":[55],"be":[56,101],"closely":[57],"tied":[58],"disciplines":[60],"such":[61],"software":[65],"engineering,":[66,68],"requirements":[67,177],"quality":[69],"management,":[70],"risk":[71],"analysis,":[72],"verification":[73],"validation,":[75],"decision":[77],"support.":[78],"This":[79,199],"paper":[80],"formalizes":[81],"the":[82,120,140,152,169,190,204],"six":[89],"non-linear":[90],"activities":[91,135],"leverage":[94],"these":[95,176],"disciplines.":[96],"It":[97,117],"is":[98],"intended":[99],"particular":[103],"interest":[104],"communities":[106],"engaged":[107],"in":[108,123,146,168],"but":[111],"not":[112],"familiar":[113],"engineering.":[116],"draws":[118],"on":[119],"authors'":[121],"experience":[122],"defining":[124],"end-to-end":[125],"methodologies":[126],"trustworthiness":[129],"designing":[131],"frameworks.":[133,209],"presented":[136],"are:":[137],"(1)":[138],"Managing":[139,151],"framework":[142,154,191],"product":[145],"its":[147],"own":[148],"right;":[149],"(2)":[150],"generic":[157],"specification":[158],"different":[160],"objects;":[161],"(3)":[162],"Formalizing":[163],"progressive":[164],"practices,":[166],"possibly":[167],"form":[170],"requirement":[172],"levels;":[173],"(4)":[174],"Clustering":[175],"into":[178],"understandable":[179],"dimensions;":[180],"(5)":[181],"Defining":[182],"global":[184],"scheme;":[186],"(6)":[188],"Tailoring":[189],"account":[193],"industry-specific":[195],"considerations":[196],"risks.":[198],"formalization":[200],"aims":[201],"enhance":[203],"effectiveness":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
