{"id":"https://openalex.org/W4366548709","doi":"https://doi.org/10.3389/frai.2023.1130190","title":"Opportunities for human factors in machine learning","display_name":"Opportunities for human factors in machine learning","publication_year":2023,"publication_date":"2023-04-20","ids":{"openalex":"https://openalex.org/W4366548709","doi":"https://doi.org/10.3389/frai.2023.1130190","pmid":"https://pubmed.ncbi.nlm.nih.gov/37152975"},"language":"en","primary_location":{"id":"doi:10.3389/frai.2023.1130190","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2023.1130190","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2023.1130190/pdf","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://www.frontiersin.org/articles/10.3389/frai.2023.1130190/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047511320","display_name":"Jessica Baweja","orcid":"https://orcid.org/0000-0001-8466-8611"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jessica A. Baweja","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, United States"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, United States","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113067439","display_name":"Corey K. Fallon","orcid":null},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Corey K. Fallon","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, United States"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, United States","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032787473","display_name":"Brett Jefferson","orcid":"https://orcid.org/0000-0001-5313-7375"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brett A. Jefferson","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, United States"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, United States","institution_ids":["https://openalex.org/I142606810"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047511320"],"corresponding_institution_ids":["https://openalex.org/I142606810"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":0.879,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78138188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"1130190","last_page":"1130190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9865000247955322,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9865000247955322,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9843000173568726,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9404000043869019,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5104081034660339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46890297532081604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46614542603492737},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35065174102783203}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5104081034660339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46890297532081604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46614542603492737},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35065174102783203}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3389/frai.2023.1130190","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2023.1130190","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2023.1130190/pdf","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:37152975","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37152975","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:10157195","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10157195","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10157195/pdf/frai-06-1130190.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"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:9019534b1e914b85a688b77fbfbe67c1","is_oa":true,"landing_page_url":"https://doaj.org/article/9019534b1e914b85a688b77fbfbe67c1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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, Vol 6 (2023)","raw_type":"article"},{"id":"pmh:oai:osti.gov:1970792","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1970792","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:osti.gov:1971845","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1971845","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.3389/frai.2023.1130190","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2023.1130190","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2023.1130190/pdf","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":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320338354","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4366548709.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1538807643","https://openalex.org/W1555912304","https://openalex.org/W1901616594","https://openalex.org/W2035928776","https://openalex.org/W2142325887","https://openalex.org/W2143533134","https://openalex.org/W2158441396","https://openalex.org/W2787225861","https://openalex.org/W2888580379","https://openalex.org/W2919115771","https://openalex.org/W3016099278","https://openalex.org/W3118813946","https://openalex.org/W3144614489","https://openalex.org/W3212054195","https://openalex.org/W4210622789","https://openalex.org/W4240187149","https://openalex.org/W4249580866","https://openalex.org/W4254429996","https://openalex.org/W4285596585","https://openalex.org/W4289123308","https://openalex.org/W4360596700","https://openalex.org/W4385576721","https://openalex.org/W6639877815","https://openalex.org/W6681128420","https://openalex.org/W6733890134","https://openalex.org/W6756943755","https://openalex.org/W6776494733","https://openalex.org/W6781168753","https://openalex.org/W6788472342","https://openalex.org/W6790697731","https://openalex.org/W6814551917","https://openalex.org/W6840157977"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Recommendations":[0],"and":[1,8,22],"areas":[2],"for":[3,24],"collaboration":[4],"between":[5],"data":[6],"scientists":[7],"human":[9],"factors":[10],"experts":[11],"are":[12],"provided,":[13],"with":[14],"the":[15],"goal":[16],"of":[17],"creating":[18],"better":[19],"tools,":[20],"knowledge,":[21],"guidance":[23],"machine":[25],"learning":[26],"scientists.":[27]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}