{"id":"https://openalex.org/W4399362562","doi":"https://doi.org/10.1145/3630106.3658965","title":"Impact Charts: A Tool for Identifying Systematic Bias in Social Systems and Data","display_name":"Impact Charts: A Tool for Identifying Systematic Bias in Social Systems and Data","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4399362562","doi":"https://doi.org/10.1145/3630106.3658965"},"language":"en","primary_location":{"id":"doi:10.1145/3630106.3658965","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3630106.3658965","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3630106.3658965","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2024 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3630106.3658965","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009037988","display_name":"Darren Erik Vengroff","orcid":"https://orcid.org/0009-0006-9542-2565"},"institutions":[{"id":"https://openalex.org/I4210121988","display_name":"Film Independent","ror":"https://ror.org/036cy3843","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210121988"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Darren Erik Vengroff","raw_affiliation_strings":["Independent Researcher, United States"],"raw_orcid":"https://orcid.org/0009-0006-9542-2565","affiliations":[{"raw_affiliation_string":"Independent Researcher, United States","institution_ids":["https://openalex.org/I4210121988"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5009037988"],"corresponding_institution_ids":["https://openalex.org/I4210121988"],"apc_list":null,"apc_paid":null,"fwci":3.1652,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91105669,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1187","last_page":"1198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13051","display_name":"Qualitative Comparative Analysis Research","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T13051","display_name":"Qualitative Comparative Analysis Research","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9742000102996826,"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":0.973800003528595,"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":0.728716254234314},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6452858448028564},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5240490436553955},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.519864559173584},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4954472780227661},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.47745636105537415},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.41865652799606323},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38123801350593567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32650142908096313},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32632362842559814},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1662699282169342},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10760301351547241}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.728716254234314},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6452858448028564},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5240490436553955},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.519864559173584},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4954472780227661},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.47745636105537415},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.41865652799606323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38123801350593567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32650142908096313},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32632362842559814},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1662699282169342},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10760301351547241},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3630106.3658965","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3630106.3658965","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3630106.3658965","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2024 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3630106.3658965","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3630106.3658965","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3630106.3658965","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2024 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399362562.pdf","grobid_xml":"https://content.openalex.org/works/W4399362562.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1810983823","https://openalex.org/W1915551841","https://openalex.org/W2037855648","https://openalex.org/W2046945713","https://openalex.org/W2112081648","https://openalex.org/W2135930857","https://openalex.org/W2144592523","https://openalex.org/W2149033360","https://openalex.org/W2282821441","https://openalex.org/W2295598076","https://openalex.org/W2765424254","https://openalex.org/W2797728052","https://openalex.org/W2801830100","https://openalex.org/W2888893574","https://openalex.org/W2897702578","https://openalex.org/W2906194767","https://openalex.org/W2912083425","https://openalex.org/W2921430350","https://openalex.org/W2951936974","https://openalex.org/W2995382404","https://openalex.org/W2997315920","https://openalex.org/W2999615587","https://openalex.org/W3001128645","https://openalex.org/W3003162384","https://openalex.org/W3006437051","https://openalex.org/W3007251391","https://openalex.org/W3031923829","https://openalex.org/W3103557498","https://openalex.org/W3110807648","https://openalex.org/W3121452939","https://openalex.org/W3135371071","https://openalex.org/W3187134381","https://openalex.org/W3199196172","https://openalex.org/W4200296112","https://openalex.org/W4212883601","https://openalex.org/W4226099958","https://openalex.org/W4280511435","https://openalex.org/W4280609065","https://openalex.org/W4280636581","https://openalex.org/W4306405526","https://openalex.org/W4312620238","https://openalex.org/W4387294395","https://openalex.org/W4391462203","https://openalex.org/W6750629741","https://openalex.org/W6772730766"],"related_works":["https://openalex.org/W4388311650","https://openalex.org/W5922282","https://openalex.org/W1974056099","https://openalex.org/W4245343541","https://openalex.org/W2386077341","https://openalex.org/W563589758","https://openalex.org/W62490179","https://openalex.org/W2954004777","https://openalex.org/W2951102138","https://openalex.org/W1568403290"],"abstract_inverted_index":{"We":[0],"introduce":[1],"impact":[2],"charts":[3,19,38],"and":[4,35,41],"apply":[5],"them":[6],"to":[7,29,47],"problems":[8],"of":[9],"systematic":[10],"bias":[11],"encoded":[12],"in":[13],"three":[14],"different":[15],"data":[16],"sets.":[17],"Impact":[18,37],"are":[20,39,45,54],"highly":[21],"visual,":[22],"making":[23],"the":[24],"effects":[25],"they":[26,44],"find":[27],"easy":[28],"understand":[30],"by":[31],"both":[32],"domain":[33],"experts":[34],"non-experts.":[36],"nonlinear":[40],"non-parametric,":[42],"so":[43],"able":[46],"identify":[48],"structural":[49],"biases":[50],"whose":[51],"functional":[52],"forms":[53],"not":[55],"a":[56],"priori":[57],"well":[58],"understood.":[59]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
