{"id":"https://openalex.org/W4392250016","doi":"https://doi.org/10.1007/978-3-031-53827-8_27","title":"Leveraging Human-Machine Interactions for\u00a0Computer Vision Dataset Quality Enhancement","display_name":"Leveraging Human-Machine Interactions for\u00a0Computer Vision Dataset Quality Enhancement","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392250016","doi":"https://doi.org/10.1007/978-3-031-53827-8_27"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-53827-8_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-53827-8_27","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://biblio.ugent.be/publication/01HYMW54DMFKKAFFG31565EDT7/file/01HYMWWC834QGM5G42TBJZC76R.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068577161","display_name":"Esla Timothy Anzaku","orcid":"https://orcid.org/0009-0005-7723-159X"},"institutions":[{"id":"https://openalex.org/I124674891","display_name":"Ablynx (Belgium)","ror":"https://ror.org/05s030550","country_code":"BE","type":"company","lineage":["https://openalex.org/I124674891"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I4210132857","display_name":"Ghent University Global Campus","ror":"https://ror.org/041bygf77","country_code":"KR","type":"education","lineage":["https://openalex.org/I32597200","https://openalex.org/I4210132857"]}],"countries":["BE","KR"],"is_corresponding":true,"raw_author_name":"Esla Timothy Anzaku","raw_affiliation_strings":["Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, 21985, South Korea","Ghent University Global Campus, Incheon, 21985, South Korea","IDLab, Ghent University, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, 21985, South Korea","institution_ids":["https://openalex.org/I4210132857"]},{"raw_affiliation_string":"Ghent University Global Campus, Incheon, 21985, South Korea","institution_ids":["https://openalex.org/I4210132857"]},{"raw_affiliation_string":"IDLab, Ghent University, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200","https://openalex.org/I124674891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055388238","display_name":"Hyesoo Hong","orcid":"https://orcid.org/0009-0008-9982-7943"},"institutions":[{"id":"https://openalex.org/I4210132857","display_name":"Ghent University Global Campus","ror":"https://ror.org/041bygf77","country_code":"KR","type":"education","lineage":["https://openalex.org/I32597200","https://openalex.org/I4210132857"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyesoo Hong","raw_affiliation_strings":["Ghent University Global Campus, Incheon, 21985, South Korea"],"affiliations":[{"raw_affiliation_string":"Ghent University Global Campus, Incheon, 21985, South Korea","institution_ids":["https://openalex.org/I4210132857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102788072","display_name":"Jin-Woo Park","orcid":"https://orcid.org/0009-0008-9383-1706"},"institutions":[{"id":"https://openalex.org/I4210132857","display_name":"Ghent University Global Campus","ror":"https://ror.org/041bygf77","country_code":"KR","type":"education","lineage":["https://openalex.org/I32597200","https://openalex.org/I4210132857"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin-Woo Park","raw_affiliation_strings":["Ghent University Global Campus, Incheon, 21985, South Korea"],"affiliations":[{"raw_affiliation_string":"Ghent University Global Campus, Incheon, 21985, South Korea","institution_ids":["https://openalex.org/I4210132857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034807370","display_name":"Wonjun Yang","orcid":"https://orcid.org/0009-0001-2206-9610"},"institutions":[{"id":"https://openalex.org/I4210132857","display_name":"Ghent University Global Campus","ror":"https://ror.org/041bygf77","country_code":"KR","type":"education","lineage":["https://openalex.org/I32597200","https://openalex.org/I4210132857"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wonjun Yang","raw_affiliation_strings":["Ghent University Global Campus, Incheon, 21985, South Korea"],"affiliations":[{"raw_affiliation_string":"Ghent University Global Campus, Incheon, 21985, South Korea","institution_ids":["https://openalex.org/I4210132857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027413148","display_name":"K.H. Kim","orcid":"https://orcid.org/0009-0006-8651-5647"},"institutions":[{"id":"https://openalex.org/I4210132857","display_name":"Ghent University Global Campus","ror":"https://ror.org/041bygf77","country_code":"KR","type":"education","lineage":["https://openalex.org/I32597200","https://openalex.org/I4210132857"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kangmin Kim","raw_affiliation_strings":["Ghent University Global Campus, Incheon, 21985, South Korea"],"affiliations":[{"raw_affiliation_string":"Ghent University Global Campus, Incheon, 21985, South Korea","institution_ids":["https://openalex.org/I4210132857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035742249","display_name":"Jongbum Won","orcid":"https://orcid.org/0009-0001-5650-3315"},"institutions":[{"id":"https://openalex.org/I4210132857","display_name":"Ghent University Global Campus","ror":"https://ror.org/041bygf77","country_code":"KR","type":"education","lineage":["https://openalex.org/I32597200","https://openalex.org/I4210132857"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"JongBum Won","raw_affiliation_strings":["Ghent University Global Campus, Incheon, 21985, South Korea"],"affiliations":[{"raw_affiliation_string":"Ghent University Global Campus, Incheon, 21985, South Korea","institution_ids":["https://openalex.org/I4210132857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094023800","display_name":"Deshika Vinoshani Kumari Herath","orcid":"https://orcid.org/0009-0009-6001-1995"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deshika Vinoshani Kumari Herath","raw_affiliation_strings":["Mediio, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Mediio, Seoul, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077912411","display_name":"Arnout Van Messem","orcid":"https://orcid.org/0000-0001-8545-7437"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Arnout Van Messem","raw_affiliation_strings":["University of Li\u00e8ge, 4000, Li\u00e8ge, Belgium"],"affiliations":[{"raw_affiliation_string":"University of Li\u00e8ge, 4000, Li\u00e8ge, Belgium","institution_ids":["https://openalex.org/I157674565"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029555436","display_name":"Wesley De Neve","orcid":"https://orcid.org/0000-0002-8190-3839"},"institutions":[{"id":"https://openalex.org/I124674891","display_name":"Ablynx (Belgium)","ror":"https://ror.org/05s030550","country_code":"BE","type":"company","lineage":["https://openalex.org/I124674891"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I4210132857","display_name":"Ghent University Global Campus","ror":"https://ror.org/041bygf77","country_code":"KR","type":"education","lineage":["https://openalex.org/I32597200","https://openalex.org/I4210132857"]}],"countries":["BE","KR"],"is_corresponding":false,"raw_author_name":"Wesley De Neve","raw_affiliation_strings":["Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, 21985, South Korea","Ghent University Global Campus, Incheon, 21985, South Korea","IDLab, Ghent University, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Center for Biosystems and Biotech Data Science, Ghent University Global Campus, Incheon, 21985, South Korea","institution_ids":["https://openalex.org/I4210132857"]},{"raw_affiliation_string":"Ghent University Global Campus, Incheon, 21985, South Korea","institution_ids":["https://openalex.org/I4210132857"]},{"raw_affiliation_string":"IDLab, Ghent University, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200","https://openalex.org/I124674891"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5068577161"],"corresponding_institution_ids":["https://openalex.org/I124674891","https://openalex.org/I32597200","https://openalex.org/I4210132857"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.3433,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.929391,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"295","last_page":"309"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9973999857902527,"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":0.9070748090744019},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6999891400337219},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6809974908828735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6559432148933411},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5275732278823853},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5084385275840759},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.45937904715538025},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4531765282154083},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43765661120414734},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.41220271587371826},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15204808115959167}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9070748090744019},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6999891400337219},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6809974908828735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6559432148933411},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5275732278823853},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5084385275840759},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.45937904715538025},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4531765282154083},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43765661120414734},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.41220271587371826},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15204808115959167},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-53827-8_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-53827-8_27","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:archive.ugent.be:01HYMW54DMFKKAFFG31565EDT7","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-01HYMW54DMFKKAFFG31565EDT7","pdf_url":"https://biblio.ugent.be/publication/01HYMW54DMFKKAFFG31565EDT7/file/01HYMWWC834QGM5G42TBJZC76R.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9783031538278","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:orbi.ulg.ac.be:2268/314312","is_oa":true,"landing_page_url":"https://orbi.uliege.be/handle/2268/314312","pdf_url":"https://orbi.uliege.be/bitstream/2268/314312/1/0034_2024_Anzaku.pdf","source":{"id":"https://openalex.org/S4306400651","display_name":"Open Repository and Bibliography (University of Li\u00e8ge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157674565","host_organization_name":"University of Li\u00e8ge","host_organization_lineage":["https://openalex.org/I157674565"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Intelligent Human Computer Interaction, 295\u2013309 (2024)","raw_type":"peer reviewed"}],"best_oa_location":{"id":"pmh:oai:archive.ugent.be:01HYMW54DMFKKAFFG31565EDT7","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-01HYMW54DMFKKAFFG31565EDT7","pdf_url":"https://biblio.ugent.be/publication/01HYMW54DMFKKAFFG31565EDT7/file/01HYMWWC834QGM5G42TBJZC76R.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9783031538278","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2580961502","display_name":null,"funder_award_id":"2020K1A3A1A68093469","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3081617409","display_name":null,"funder_award_id":"2020K1A3A1A68093469","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7638245694","display_name":null,"funder_award_id":"2020K1A3A1A68093469","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320322603","display_name":"Universiteit Gent","ror":"https://ror.org/00cv9y106"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392250016.pdf"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2618530766","https://openalex.org/W4353007645","https://openalex.org/W4378464916","https://openalex.org/W4382318018"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W2358755282","https://openalex.org/W2625833328","https://openalex.org/W1533177136","https://openalex.org/W4380994516","https://openalex.org/W2251519152"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
