{"id":"https://openalex.org/W4403745141","doi":"https://doi.org/10.3389/frai.2024.1471208","title":"Stakeholder-centric explanations for black-box decisions: an XAI process model and its application to automotive goodwill assessments","display_name":"Stakeholder-centric explanations for black-box decisions: an XAI process model and its application to automotive goodwill assessments","publication_year":2024,"publication_date":"2024-10-24","ids":{"openalex":"https://openalex.org/W4403745141","doi":"https://doi.org/10.3389/frai.2024.1471208","pmid":"https://pubmed.ncbi.nlm.nih.gov/39512398"},"language":"en","primary_location":{"id":"doi:10.3389/frai.2024.1471208","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1471208","pdf_url":null,"source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3389/frai.2024.1471208","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036419833","display_name":"Stefan Haas","orcid":"https://orcid.org/0000-0001-9916-0060"},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I4210156768","display_name":"BMW Group (Germany)","ror":"https://ror.org/044kkbh92","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210156768"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Stefan Haas","raw_affiliation_strings":["BMW Group, Munich, Germany","Institute of Informatics, LMU Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BMW Group, Munich, Germany","institution_ids":["https://openalex.org/I4210156768"]},{"raw_affiliation_string":"Institute of Informatics, LMU Munich, Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114399493","display_name":"Konstantin Hegestweiler","orcid":null},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I4210156768","display_name":"BMW Group (Germany)","ror":"https://ror.org/044kkbh92","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210156768"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Konstantin Hegestweiler","raw_affiliation_strings":["BMW Group, Munich, Germany","Institute of Informatics, LMU Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BMW Group, Munich, Germany","institution_ids":["https://openalex.org/I4210156768"]},{"raw_affiliation_string":"Institute of Informatics, LMU Munich, Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024354785","display_name":"Michael Rapp","orcid":"https://orcid.org/0000-0001-8570-8240"},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Rapp","raw_affiliation_strings":["Institute of Informatics, LMU Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, LMU Munich, Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009176870","display_name":"Maximilian Muschalik","orcid":"https://orcid.org/0000-0002-6921-0204"},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I4403386549","display_name":"Munich Center for Machine Learning","ror":"https://ror.org/02nfy3535","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386549","https://openalex.org/I62916508","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maximilian Muschalik","raw_affiliation_strings":["Institute of Informatics, LMU Munich, Munich, Germany","Munich Center for Machine Learning, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, LMU Munich, Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"raw_affiliation_string":"Munich Center for Machine Learning, Munich, Germany","institution_ids":["https://openalex.org/I4403386549"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059439673","display_name":"Eyke H\u00fcllermeier","orcid":"https://orcid.org/0000-0002-9944-4108"},"institutions":[{"id":"https://openalex.org/I3018771216","display_name":"LMU Klinikum","ror":"https://ror.org/02jet3w32","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I4403386549","display_name":"Munich Center for Machine Learning","ror":"https://ror.org/02nfy3535","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386549","https://openalex.org/I62916508","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eyke H\u00fcllermeier","raw_affiliation_strings":["Institute of Informatics, LMU Munich, Munich, Germany","Munich Center for Machine Learning, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, LMU Munich, Munich, Germany","institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I8204097"]},{"raw_affiliation_string":"Munich Center for Machine Learning, Munich, Germany","institution_ids":["https://openalex.org/I4403386549"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036419833"],"corresponding_institution_ids":["https://openalex.org/I3018771216","https://openalex.org/I4210156768","https://openalex.org/I8204097"],"apc_list":{"value":2125,"currency":"USD","value_usd":2125},"apc_paid":{"value":2125,"currency":"USD","value_usd":2125},"fwci":0.486,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72129134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"1471208","last_page":"1471208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9804999828338623,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/goodwill","display_name":"Goodwill","score":0.8441364169120789},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6535683870315552},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6287932395935059},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.6238406896591187},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.5805376172065735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5291198492050171},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4391891658306122},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.43180951476097107},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4306446313858032},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4181438982486725},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.35905003547668457},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.33179643750190735},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.2365899682044983},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2312029004096985},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.150490403175354},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11528119444847107},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.10042116045951843}],"concepts":[{"id":"https://openalex.org/C2778860618","wikidata":"https://www.wikidata.org/wiki/Q157499","display_name":"Goodwill","level":2,"score":0.8441364169120789},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6535683870315552},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6287932395935059},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.6238406896591187},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.5805376172065735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5291198492050171},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4391891658306122},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.43180951476097107},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4306446313858032},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4181438982486725},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.35905003547668457},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.33179643750190735},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2365899682044983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2312029004096985},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.150490403175354},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11528119444847107},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.10042116045951843},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/frai.2024.1471208","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1471208","pdf_url":null,"source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},{"id":"pmid:39512398","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39512398","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in artificial intelligence","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11540772","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11540772","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Artif Intell","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:2088e387444745ad90865017be28a2dc","is_oa":true,"landing_page_url":"https://doaj.org/article/2088e387444745ad90865017be28a2dc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Artificial Intelligence, Vol 7 (2024)","raw_type":"article"},{"id":"pmh:oai:epub.ub.uni-muenchen.de:123101","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bvb:19-epub-123101-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401845","display_name":"Open access LMU (Ludwid Maxmilian's Universitat Munchen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I8204097","host_organization_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","host_organization_lineage":["https://openalex.org/I8204097"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"doc-type:article"}],"best_oa_location":{"id":"doi:10.3389/frai.2024.1471208","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1471208","pdf_url":null,"source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":92,"referenced_works":["https://openalex.org/W150775819","https://openalex.org/W1557127976","https://openalex.org/W1560729591","https://openalex.org/W1577462115","https://openalex.org/W1996654773","https://openalex.org/W2014538668","https://openalex.org/W2032152873","https://openalex.org/W2038583143","https://openalex.org/W2041282815","https://openalex.org/W2046945713","https://openalex.org/W2084701050","https://openalex.org/W2093454802","https://openalex.org/W2110171129","https://openalex.org/W2110842818","https://openalex.org/W2123334556","https://openalex.org/W2164878629","https://openalex.org/W2168745915","https://openalex.org/W2325436843","https://openalex.org/W2594475271","https://openalex.org/W2788403449","https://openalex.org/W2883424428","https://openalex.org/W2891503716","https://openalex.org/W2901277930","https://openalex.org/W2911964244","https://openalex.org/W2944176689","https://openalex.org/W2945976633","https://openalex.org/W2962772482","https://openalex.org/W2963095307","https://openalex.org/W2963125461","https://openalex.org/W2973631113","https://openalex.org/W2981731882","https://openalex.org/W3013149459","https://openalex.org/W3046238651","https://openalex.org/W3101981467","https://openalex.org/W3102272852","https://openalex.org/W3107600318","https://openalex.org/W3111875263","https://openalex.org/W3121410165","https://openalex.org/W3121787084","https://openalex.org/W3124373176","https://openalex.org/W3125633690","https://openalex.org/W3131457744","https://openalex.org/W3133543405","https://openalex.org/W3138819813","https://openalex.org/W3180033392","https://openalex.org/W3183729542","https://openalex.org/W3197347140","https://openalex.org/W3208693767","https://openalex.org/W3216065183","https://openalex.org/W3216202622","https://openalex.org/W4225920823","https://openalex.org/W4236419616","https://openalex.org/W4243342770","https://openalex.org/W4243432123","https://openalex.org/W4282835773","https://openalex.org/W4289222705","https://openalex.org/W4293583991","https://openalex.org/W4294559022","https://openalex.org/W4294647325","https://openalex.org/W4296467532","https://openalex.org/W4300235091","https://openalex.org/W4302023997","https://openalex.org/W4315701371","https://openalex.org/W4320855373","https://openalex.org/W4360985499","https://openalex.org/W4366262984","https://openalex.org/W4372218052","https://openalex.org/W4381949794","https://openalex.org/W4386989268","https://openalex.org/W4387830562","https://openalex.org/W4388012844","https://openalex.org/W4388624604","https://openalex.org/W4388838038","https://openalex.org/W4388980004","https://openalex.org/W4391848979","https://openalex.org/W6605315652","https://openalex.org/W6632443336","https://openalex.org/W6633724138","https://openalex.org/W6681766505","https://openalex.org/W6689773805","https://openalex.org/W6722226382","https://openalex.org/W6737947904","https://openalex.org/W6748426178","https://openalex.org/W6752170072","https://openalex.org/W6752771859","https://openalex.org/W6755291294","https://openalex.org/W6761249802","https://openalex.org/W6775189569","https://openalex.org/W6776644229","https://openalex.org/W6784512077","https://openalex.org/W6786498300","https://openalex.org/W6800717127"],"related_works":["https://openalex.org/W2367953796","https://openalex.org/W2389480262","https://openalex.org/W2357216698","https://openalex.org/W2394051310","https://openalex.org/W2030288348","https://openalex.org/W2362979286","https://openalex.org/W2381562357","https://openalex.org/W2357472441","https://openalex.org/W1513948990","https://openalex.org/W2355187359"],"abstract_inverted_index":{"Machine":[0],"learning":[1,17,215],"has":[2],"made":[3],"tremendous":[4],"progress":[5],"in":[6,9,19,43,92,150,179,217],"predictive":[7],"performance":[8],"recent":[10],"years.":[11],"Despite":[12],"these":[13,55],"advances,":[14],"employing":[15],"machine":[16,214],"models":[18,45,216],"high-stake":[20],"domains":[21],"remains":[22],"challenging":[23],"due":[24],"to":[25,73,88,99,208,231],"the":[26,41,48,74,85,101,119,129,145,148,151,180,189,194,202,210,223,232],"opaqueness":[27],"of":[28,50,76,103,147,193,204,213,225,237],"many":[29],"high-performance":[30],"models.":[31],"If":[32],"their":[33,177],"behavior":[34],"cannot":[35],"be":[36],"analyzed,":[37],"this":[38],"likely":[39],"decreases":[40],"trust":[42,178],"such":[44,173],"and":[46,64,167,191,235],"hinders":[47],"acceptance":[49,102],"human":[51],"decision-makers.":[52],"Motivated":[53],"by":[54],"challenges,":[56],"we":[57,83,122],"propose":[58],"a":[59,89,110],"process":[60,86,206],"model":[61,87,107,207],"for":[62,113],"developing":[63,226],"evaluating":[65],"explainable":[66],"decision":[67,181],"support":[68,182],"systems":[69],"that":[70,135,159,172,228],"are":[71,229],"tailored":[72,230],"needs":[75,146,234],"different":[77],"stakeholders.":[78,131,239],"To":[79],"demonstrate":[80,201],"its":[81],"usefulness,":[82],"apply":[84],"real-world":[90],"application":[91],"an":[93,104],"enterprise":[94,218],"context.":[95],"The":[96,220],"goal":[97],"is":[98],"increase":[100,176],"existing":[105],"black-box":[106],"developed":[108],"at":[109,128],"car":[111],"manufacturer":[112],"supporting":[114],"manual":[115],"goodwill":[116,165],"assessments.":[117],"Following":[118],"proposed":[120],"process,":[121],"conduct":[123],"two":[124],"quantitative":[125],"surveys":[126],"targeted":[127],"application's":[130],"Our":[132],"study":[133],"reveals":[134],"textual":[136],"explanations":[137,174,227],"based":[138],"on":[139],"local":[140],"feature":[141],"importance":[142,224],"best":[143],"fit":[144],"stakeholders":[149],"considered":[152],"use":[153],"case.":[154],"Specifically,":[155],"our":[156,185,205],"results":[157,221],"show":[158],"all":[160],"stakeholders,":[161],"including":[162],"business":[163],"specialists,":[164],"assessors,":[166],"technical":[168,186],"IT":[169],"experts,":[170],"agree":[171],"significantly":[175],"system.":[183],"Furthermore,":[184],"evaluation":[187],"confirms":[188],"faithfulness":[190],"stability":[192],"selected":[195],"explanation":[196],"method.":[197],"These":[198],"practical":[199],"findings":[200],"potential":[203],"facilitate":[209],"successful":[211],"deployment":[212],"settings.":[219],"emphasize":[222],"specific":[233],"expectations":[236],"diverse":[238]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}