{"id":"https://openalex.org/W4386246864","doi":"https://doi.org/10.1145/3600211.3604726","title":"Are Model Explanations Useful in Practice? Rethinking How to Support Human-ML Interactions","display_name":"Are Model Explanations Useful in Practice? Rethinking How to Support Human-ML Interactions","publication_year":2023,"publication_date":"2023-08-08","ids":{"openalex":"https://openalex.org/W4386246864","doi":"https://doi.org/10.1145/3600211.3604726"},"language":"en","primary_location":{"id":"doi:10.1145/3600211.3604726","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3600211.3604726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088847857","display_name":"Valerie Chen","orcid":"https://orcid.org/0009-0007-2783-0265"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Valerie Chen","raw_affiliation_strings":["Machine Learning, Carnegie Mellon University, USA"],"affiliations":[{"raw_affiliation_string":"Machine Learning, Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5088847857"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10242797,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"942","last_page":"944"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9984999895095825,"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":0.9984999895095825,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9613000154495239,"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/computer-science","display_name":"Computer science","score":0.5821424126625061},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3315146565437317},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13758257031440735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5821424126625061},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3315146565437317},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13758257031440735}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3600211.3604726","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3600211.3604726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2282821441","https://openalex.org/W2912083425","https://openalex.org/W2999637955","https://openalex.org/W3103751997","https://openalex.org/W3163443091","https://openalex.org/W4321480249"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Share":[0],"on":[1,43,94],"Are":[2],"Model":[3],"Explanations":[4],"Useful":[5],"in":[6,103],"Practice?":[7],"Rethinking":[8],"How":[9],"to":[10,104,108,110],"Support":[11],"Human-ML":[12],"Interactions":[13],"Author:":[14],"Valerie":[15],"Chen":[16],"Machine":[17,23],"Learning,":[18,24],"Carnegie":[19,25],"Mellon":[20,26],"University,":[21,27],"USA":[22,28],"0009-0007-2783-0265View":[29],"Profile":[30],"Authors":[31],"Info":[32],"&":[33],"Claims":[34],"AIES":[35],"'23:":[36],"Proceedings":[37],"of":[38],"the":[39,95],"2023":[40],"AAAI/ACM":[41],"Conference":[42],"AI,":[44],"Ethics,":[45],"and":[46,71],"SocietyAugust":[47],"2023Pages":[48],"942\u2013944https://doi.org/10.1145/3600211.3604726Published:29":[49],"August":[50],"2023Publication":[51],"History":[52],"0citation56DownloadsMetricsTotal":[53],"Citations0Total":[54],"Downloads56Last":[55],"12":[56],"Months56Last":[57],"6":[58],"weeks9":[59],"Get":[60],"Citation":[61,63,100],"AlertsNew":[62,99],"Alert":[64],"added!This":[65],"alert":[66,91],"has":[67,86],"been":[68,87],"successfully":[69],"added":[70],"will":[72,76],"be":[73,77],"sent":[74],"to:You":[75],"notified":[78],"whenever":[79],"a":[80,112],"record":[81],"that":[82],"you":[83],"have":[84],"chosen":[85],"cited.To":[88],"manage":[89],"your":[90,105],"preferences,":[92],"click":[93],"button":[96],"below.Manage":[97],"my":[98],"Alert!Please":[101],"log":[102],"account":[106],"Save":[107],"BinderSave":[109],"BinderCreate":[111],"New":[113],"BinderNameCancelCreateExport":[114],"CitationPublisher":[115],"SiteGet":[116],"Access":[117]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
