{"id":"https://openalex.org/W4381333721","doi":"https://doi.org/10.1007/s11023-023-09639-9","title":"Machines Learn Better with Better Data Ontology: Lessons from Philosophy of Induction and Machine Learning Practice","display_name":"Machines Learn Better with Better Data Ontology: Lessons from Philosophy of Induction and Machine Learning Practice","publication_year":2023,"publication_date":"2023-06-20","ids":{"openalex":"https://openalex.org/W4381333721","doi":"https://doi.org/10.1007/s11023-023-09639-9"},"language":"en","primary_location":{"id":"doi:10.1007/s11023-023-09639-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11023-023-09639-9","pdf_url":null,"source":{"id":"https://openalex.org/S160466889","display_name":"Minds and Machines","issn_l":"0924-6495","issn":["0924-6495","1572-8641"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Minds and Machines","raw_type":"journal-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/A5043136747","display_name":"Dan Li","orcid":"https://orcid.org/0000-0002-5745-9838"},"institutions":[{"id":"https://openalex.org/I141810926","display_name":"Baruch College","ror":"https://ror.org/023qavy03","country_code":"US","type":"education","lineage":["https://openalex.org/I141810926"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dan Li","raw_affiliation_strings":["Philosophy Department, Baruch College, City University of New York, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-5745-9838","affiliations":[{"raw_affiliation_string":"Philosophy Department, Baruch College, City University of New York, New York, NY, USA","institution_ids":["https://openalex.org/I141810926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5043136747"],"corresponding_institution_ids":["https://openalex.org/I141810926"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":1.4207,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84685302,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"33","issue":"3","first_page":"429","last_page":"450"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9970999956130981,"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":0.9970999956130981,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9564999938011169,"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/T14350","display_name":"Innovation, Sustainability, Human-Machine Systems","score":0.9386000037193298,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6705507636070251},{"id":"https://openalex.org/keywords/philosophy-of-science","display_name":"Philosophy of science","score":0.668874979019165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6269830465316772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6055690050125122},{"id":"https://openalex.org/keywords/hertz","display_name":"Hertz","score":0.4993016719818115},{"id":"https://openalex.org/keywords/inductive-reasoning","display_name":"Inductive reasoning","score":0.4889899492263794},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4736405909061432},{"id":"https://openalex.org/keywords/philosophy-of-language","display_name":"Philosophy of language","score":0.4692749083042145},{"id":"https://openalex.org/keywords/underspecification","display_name":"Underspecification","score":0.4152941107749939},{"id":"https://openalex.org/keywords/metaphysics","display_name":"Metaphysics","score":0.33695080876350403},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.33510667085647583},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.2612624764442444}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6705507636070251},{"id":"https://openalex.org/C110099512","wikidata":"https://www.wikidata.org/wiki/Q59115","display_name":"Philosophy of science","level":2,"score":0.668874979019165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6269830465316772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6055690050125122},{"id":"https://openalex.org/C2778447024","wikidata":"https://www.wikidata.org/wiki/Q39369","display_name":"Hertz","level":2,"score":0.4993016719818115},{"id":"https://openalex.org/C21563000","wikidata":"https://www.wikidata.org/wiki/Q484511","display_name":"Inductive reasoning","level":2,"score":0.4889899492263794},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4736405909061432},{"id":"https://openalex.org/C123556308","wikidata":"https://www.wikidata.org/wiki/Q484761","display_name":"Philosophy of language","level":3,"score":0.4692749083042145},{"id":"https://openalex.org/C2779631151","wikidata":"https://www.wikidata.org/wiki/Q7883767","display_name":"Underspecification","level":2,"score":0.4152941107749939},{"id":"https://openalex.org/C182744844","wikidata":"https://www.wikidata.org/wiki/Q35277","display_name":"Metaphysics","level":2,"score":0.33695080876350403},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.33510667085647583},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.2612624764442444},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11023-023-09639-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11023-023-09639-9","pdf_url":null,"source":{"id":"https://openalex.org/S160466889","display_name":"Minds and Machines","issn_l":"0924-6495","issn":["0924-6495","1572-8641"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Minds and Machines","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W126692900","https://openalex.org/W1567941284","https://openalex.org/W1571895365","https://openalex.org/W1609095579","https://openalex.org/W1901616594","https://openalex.org/W1989561469","https://openalex.org/W2068599497","https://openalex.org/W2084341220","https://openalex.org/W2100483895","https://openalex.org/W2122780472","https://openalex.org/W2155050308","https://openalex.org/W2165026909","https://openalex.org/W2323944525","https://openalex.org/W2734256217","https://openalex.org/W2788481061","https://openalex.org/W2809789958","https://openalex.org/W2945976633","https://openalex.org/W2948680363","https://openalex.org/W2974527409","https://openalex.org/W2997541884","https://openalex.org/W3003005622","https://openalex.org/W3007956740","https://openalex.org/W3100511085","https://openalex.org/W3104020727","https://openalex.org/W3163834479","https://openalex.org/W4205787354","https://openalex.org/W4247602258","https://openalex.org/W6601502966","https://openalex.org/W6730267373","https://openalex.org/W6738852829","https://openalex.org/W6757130782","https://openalex.org/W7047002149"],"related_works":["https://openalex.org/W1979976576","https://openalex.org/W4301358874","https://openalex.org/W4301150450","https://openalex.org/W4250651810","https://openalex.org/W2074061597","https://openalex.org/W4243280206","https://openalex.org/W4237099893","https://openalex.org/W2512236358","https://openalex.org/W2093643983","https://openalex.org/W2995044241"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
