{"id":"https://openalex.org/W4313428000","doi":"https://doi.org/10.1109/csit56902.2022.10000717","title":"Integration of Building Information Modeling and Artificial Intelligence Systems to Create a Digital Twin of the Construction Site","display_name":"Integration of Building Information Modeling and Artificial Intelligence Systems to Create a Digital Twin of the Construction Site","publication_year":2022,"publication_date":"2022-11-10","ids":{"openalex":"https://openalex.org/W4313428000","doi":"https://doi.org/10.1109/csit56902.2022.10000717"},"language":"en","primary_location":{"id":"doi:10.1109/csit56902.2022.10000717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit56902.2022.10000717","pdf_url":null,"source":{"id":"https://openalex.org/S4363608244","display_name":"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)","raw_type":"proceedings-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/A5078317526","display_name":"Denys Chernysh\u0435v","orcid":"https://orcid.org/0000-0002-1946-9242"},"institutions":[{"id":"https://openalex.org/I155165993","display_name":"Kyiv National University of Construction and Architecture","ror":"https://ror.org/02qp15436","country_code":"UA","type":"education","lineage":["https://openalex.org/I155165993"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Denys Chernyshev","raw_affiliation_strings":["Kyiv National University of Construction and Architecture,First Vice-Rector,Kyiv,Ukraine","First Vice-Rector, Kyiv National University of Construction and Architecture, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Kyiv National University of Construction and Architecture,First Vice-Rector,Kyiv,Ukraine","institution_ids":["https://openalex.org/I155165993"]},{"raw_affiliation_string":"First Vice-Rector, Kyiv National University of Construction and Architecture, Kyiv, Ukraine","institution_ids":["https://openalex.org/I155165993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072282609","display_name":"Serhii Dolhopolov","orcid":"https://orcid.org/0000-0001-9418-0943"},"institutions":[{"id":"https://openalex.org/I155165993","display_name":"Kyiv National University of Construction and Architecture","ror":"https://ror.org/02qp15436","country_code":"UA","type":"education","lineage":["https://openalex.org/I155165993"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Serhii Dolhopolov","raw_affiliation_strings":["Kyiv National University of Construction and Architecture,Dept. of Information Technologies,Kyiv,Ukraine","Dept. of Information Technologies, Kyiv National University of Construction and Architecture, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Kyiv National University of Construction and Architecture,Dept. of Information Technologies,Kyiv,Ukraine","institution_ids":["https://openalex.org/I155165993"]},{"raw_affiliation_string":"Dept. of Information Technologies, Kyiv National University of Construction and Architecture, Kyiv, Ukraine","institution_ids":["https://openalex.org/I155165993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090409284","display_name":"Tetyana Honcharenko","orcid":"https://orcid.org/0000-0003-2577-6916"},"institutions":[{"id":"https://openalex.org/I155165993","display_name":"Kyiv National University of Construction and Architecture","ror":"https://ror.org/02qp15436","country_code":"UA","type":"education","lineage":["https://openalex.org/I155165993"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Tetyana Honcharenko","raw_affiliation_strings":["Kyiv National University of Construction and Architecture,Dept. of Information Technologies,Kyiv,Ukraine","Dept. of Information Technologies, Kyiv National University of Construction and Architecture, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Kyiv National University of Construction and Architecture,Dept. of Information Technologies,Kyiv,Ukraine","institution_ids":["https://openalex.org/I155165993"]},{"raw_affiliation_string":"Dept. of Information Technologies, Kyiv National University of Construction and Architecture, Kyiv, Ukraine","institution_ids":["https://openalex.org/I155165993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027797918","display_name":"Halyna Haman","orcid":"https://orcid.org/0000-0003-0224-4204"},"institutions":[{"id":"https://openalex.org/I155165993","display_name":"Kyiv National University of Construction and Architecture","ror":"https://ror.org/02qp15436","country_code":"UA","type":"education","lineage":["https://openalex.org/I155165993"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Halyna Haman","raw_affiliation_strings":["Kyiv National University of Construction and Architecture,Dept. of Economic Theory,Kyiv,Ukraine","Dept. of Economic Theory, Kyiv National University of Construction and Architecture, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Kyiv National University of Construction and Architecture,Dept. of Economic Theory,Kyiv,Ukraine","institution_ids":["https://openalex.org/I155165993"]},{"raw_affiliation_string":"Dept. of Economic Theory, Kyiv National University of Construction and Architecture, Kyiv, Ukraine","institution_ids":["https://openalex.org/I155165993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088732769","display_name":"Tetiana Ivanova","orcid":null},"institutions":[{"id":"https://openalex.org/I155165993","display_name":"Kyiv National University of Construction and Architecture","ror":"https://ror.org/02qp15436","country_code":"UA","type":"education","lineage":["https://openalex.org/I155165993"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Tetiana Ivanova","raw_affiliation_strings":["Kyiv National University of Construction and Architecture,Dept. of Economic Theory,Kyiv,Ukraine","Dept. of Economic Theory, Kyiv National University of Construction and Architecture, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Kyiv National University of Construction and Architecture,Dept. of Economic Theory,Kyiv,Ukraine","institution_ids":["https://openalex.org/I155165993"]},{"raw_affiliation_string":"Dept. of Economic Theory, Kyiv National University of Construction and Architecture, Kyiv, Ukraine","institution_ids":["https://openalex.org/I155165993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024528532","display_name":"Myroslava Zinchenko","orcid":null},"institutions":[{"id":"https://openalex.org/I155165993","display_name":"Kyiv National University of Construction and Architecture","ror":"https://ror.org/02qp15436","country_code":"UA","type":"education","lineage":["https://openalex.org/I155165993"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Myroslava Zinchenko","raw_affiliation_strings":["Kyiv National University of Construction and Architecture,Dept. of Economic Theory,Kyiv,Ukraine","Dept. of Economic Theory, Kyiv National University of Construction and Architecture, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Kyiv National University of Construction and Architecture,Dept. of Economic Theory,Kyiv,Ukraine","institution_ids":["https://openalex.org/I155165993"]},{"raw_affiliation_string":"Dept. of Economic Theory, Kyiv National University of Construction and Architecture, Kyiv, Ukraine","institution_ids":["https://openalex.org/I155165993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5078317526"],"corresponding_institution_ids":["https://openalex.org/I155165993"],"apc_list":null,"apc_paid":null,"fwci":1.2465,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82024348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"36","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.8780999779701233,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.8780999779701233,"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/T11006","display_name":"BIM and Construction Integration","score":0.8633999824523926,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.8452000021934509,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.6836812496185303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3793051838874817},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3439098298549652}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6836812496185303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3793051838874817},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3439098298549652}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csit56902.2022.10000717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit56902.2022.10000717","pdf_url":null,"source":{"id":"https://openalex.org/S4363608244","display_name":"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2912850190","https://openalex.org/W2948429466","https://openalex.org/W2948546468","https://openalex.org/W2967238278","https://openalex.org/W3013467123","https://openalex.org/W3092269081","https://openalex.org/W3135141666","https://openalex.org/W3208408276","https://openalex.org/W3208546390","https://openalex.org/W3208965649","https://openalex.org/W4293584584","https://openalex.org/W4312734175","https://openalex.org/W6750227808"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"study":[1,180],"is":[2,141,152,155],"devoted":[3],"to":[4,184],"the":[5,38,72,85,88,99,103,120,130,138,149,158,166,172,187,200,204],"development":[6],"of":[7,15,71,78,87,90,102,106,118,122,125,137,145,171,178,189,199],"an":[8],"information":[9,206],"system":[10,32],"for":[11,60,97,132],"creating":[12,133],"digital":[13,135,191],"twins":[14,192],"construction":[16,73,107,112,139,201],"sites":[17],"by":[18,148,157],"integrating":[19],"Building":[20],"Information":[21],"Modeling":[22],"(BIM)":[23],"technologies":[24],"and":[25,50,63,69,93,196,203],"artificial":[26,30],"intelligence":[27,31],"systems.":[28],"An":[29],"has":[33],"been":[34],"developed":[35],"that":[36,128],"combines":[37],"Convolutional":[39],"Neural":[40,52],"Network":[41,53],"(CNN)":[42],"named":[43],"\u201cYou":[44],"Only":[45],"Look":[46],"Once\u201d":[47],"v3":[48],"(YOLOv3)":[49],"Feed-Forward":[51],"(FFNN)":[54],"architectures":[55],"as":[56],"a":[57,111,123,134],"comprehensive":[58],"mechanism":[59],"detecting,":[61],"classifying,":[62],"evaluating":[64],"individual":[65],"components,":[66],"objects,":[67],"systems":[68],"processes":[70],"project":[74,202],"at":[75],"all":[76],"stages":[77],"its":[79],"life":[80],"cycle.":[81],"The":[82,116,143,176],"article":[83],"describes":[84],"inclusion":[86],"Internet":[89],"Things":[91],"(IoT)":[92],"Big":[94],"Data":[95],"Technologies":[96],"recognizing":[98],"physical":[100],"representation":[101],"large-scale":[104],"array":[105],"objects":[108],"used":[109,183],"on":[110],"site":[113,140],"in":[114],"real-time.":[115],"effectiveness":[117],"identifying":[119],"correspondence":[121],"set":[124],"BIM-model":[126],"attributes":[127,170],"provide":[129],"circumstances":[131],"twin":[136],"determined.":[142],"reliability":[144],"object":[146],"recognition":[147],"YOLOv3":[150],"model":[151,168],"proved,":[153],"which":[154,163],"confirmed":[156],"map":[159],"indicator":[160],"\u2013":[161],"90.04%,":[162],"additionally":[164],"correlates":[165],"FFNN":[167],"with":[169],"reference":[173],"BIM":[174],"model.":[175],"results":[177],"this":[179],"can":[181],"be":[182],"further":[185],"improve":[186],"concept":[188],"developing":[190],"using":[193],"other":[194],"relevant":[195],"key":[197],"components":[198],"latest":[205],"technologies.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}