{"id":"https://openalex.org/W4417482992","doi":"https://doi.org/10.1016/j.aei.2025.104245","title":"Towards transparent object detection models for construction sites: explainable AI and error classification","display_name":"Towards transparent object detection models for construction sites: explainable AI and error classification","publication_year":2025,"publication_date":"2025-12-19","ids":{"openalex":"https://openalex.org/W4417482992","doi":"https://doi.org/10.1016/j.aei.2025.104245"},"language":"en","primary_location":{"id":"doi:10.1016/j.aei.2025.104245","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2025.104245","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Engineering Informatics","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/A5002311283","display_name":"Junghoon Kim","orcid":"https://orcid.org/0000-0001-7888-3358"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]},{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junghoon Kim","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul 08826, the Republic of Korea","School of Civil and Environmental Engineering, Kookmin University, Seoul 02707, the Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-7888-3358","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul 08826, the Republic of Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"School of Civil and Environmental Engineering, Kookmin University, Seoul 02707, the Republic of Korea","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103048066","display_name":"Yue Gong","orcid":"https://orcid.org/0009-0004-4356-7696"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yue Gong","raw_affiliation_strings":["Department of Building and Real Estate, Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Building and Real Estate, Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068272420","display_name":"Seokho Chi","orcid":"https://orcid.org/0000-0002-0409-5268"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seokho Chi","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul 08826, the Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul 08826, the Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048745055","display_name":"Jung In Kim","orcid":"https://orcid.org/0000-0003-0583-0348"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]},{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jung In Kim","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul 08826, the Republic of Korea","School of Civil and Environmental Engineering, Kookmin University, Seoul 02707, the Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Seoul National University, 1 Gwanak-Ro, Gwanak-Gu, Seoul 08826, the Republic of Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"School of Civil and Environmental Engineering, Kookmin University, Seoul 02707, the Republic of Korea","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069693480","display_name":"JoonOh Seo","orcid":"https://orcid.org/0000-0002-5377-7142"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"JoonOh Seo","raw_affiliation_strings":["Department of Building and Real Estate, Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-5377-7142","affiliations":[{"raw_affiliation_string":"Department of Building and Real Estate, Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069693480"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":{"value":3570,"currency":"USD","value_usd":3570},"apc_paid":null,"fwci":0.9804,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81309006,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"71","issue":null,"first_page":"104245","last_page":"104245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.45890000462532043,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.45890000462532043,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.3346000015735626,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.0625,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9143000245094299},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5450000166893005},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.48840001225471497},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.45190000534057617},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4426000118255615},{"id":"https://openalex.org/keywords/error-detection-and-correction","display_name":"Error detection and correction","score":0.4368000030517578},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.3614000082015991}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9143000245094299},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7299000024795532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5699999928474426},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5450000166893005},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5030999779701233},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.48840001225471497},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.45190000534057617},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4496000111103058},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4426000118255615},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.4368000030517578},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.3614000082015991},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.30649998784065247},{"id":"https://openalex.org/C123614077","wikidata":"https://www.wikidata.org/wiki/Q1364905","display_name":"Propagation of uncertainty","level":2,"score":0.3009999990463257},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2750999927520752},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.272599995136261},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.25690001249313354},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.aei.2025.104245","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2025.104245","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Engineering Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3804641546","display_name":null,"funder_award_id":"RS-2024-00436124","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322064","display_name":"Korea Institute for Advancement of Technology","ror":"https://ror.org/015w1qa96"},{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1966941463","https://openalex.org/W2031489346","https://openalex.org/W2037364857","https://openalex.org/W2076796478","https://openalex.org/W2112796928","https://openalex.org/W2144560128","https://openalex.org/W2193145675","https://openalex.org/W2327663502","https://openalex.org/W2470255109","https://openalex.org/W2511538593","https://openalex.org/W2639936844","https://openalex.org/W2749684264","https://openalex.org/W2772016598","https://openalex.org/W2803862859","https://openalex.org/W2887362407","https://openalex.org/W2888722989","https://openalex.org/W2891503716","https://openalex.org/W2895394107","https://openalex.org/W2905468702","https://openalex.org/W2906994126","https://openalex.org/W2911537418","https://openalex.org/W2962858109","https://openalex.org/W2963037989","https://openalex.org/W2963659230","https://openalex.org/W2981836045","https://openalex.org/W2990283237","https://openalex.org/W2994999390","https://openalex.org/W3008168565","https://openalex.org/W3091972823","https://openalex.org/W3101339371","https://openalex.org/W3112944626","https://openalex.org/W3115451856","https://openalex.org/W3116271762","https://openalex.org/W3117765077","https://openalex.org/W3154038916","https://openalex.org/W3157413619","https://openalex.org/W3158248333","https://openalex.org/W3180169285","https://openalex.org/W3182543254","https://openalex.org/W3214511002","https://openalex.org/W4212773528","https://openalex.org/W4220982020","https://openalex.org/W4280520013","https://openalex.org/W4287921909","https://openalex.org/W4296968702","https://openalex.org/W4297294315","https://openalex.org/W4301398518","https://openalex.org/W4308237174","https://openalex.org/W4312127538","https://openalex.org/W4312202283","https://openalex.org/W4313855766","https://openalex.org/W4364360120","https://openalex.org/W4365140359","https://openalex.org/W4385488840","https://openalex.org/W4386142022","https://openalex.org/W4386561523","https://openalex.org/W4387657837","https://openalex.org/W4388961260","https://openalex.org/W4390189657","https://openalex.org/W4392179975","https://openalex.org/W4393063271","https://openalex.org/W4393276801","https://openalex.org/W4393965009","https://openalex.org/W4401928363","https://openalex.org/W4402308631"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-12-19T00:00:00"}
