{"id":"https://openalex.org/W4387381000","doi":"https://doi.org/10.1142/s2196888823300028","title":"Machine Learning Methods in BIM-Based Applications \u2014 A Review","display_name":"Machine Learning Methods in BIM-Based Applications \u2014 A Review","publication_year":2023,"publication_date":"2023-10-06","ids":{"openalex":"https://openalex.org/W4387381000","doi":"https://doi.org/10.1142/s2196888823300028"},"language":"en","primary_location":{"id":"doi:10.1142/s2196888823300028","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s2196888823300028","pdf_url":null,"source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1142/s2196888823300028","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013080673","display_name":"Gra\u017cyna \u015alusarczyk","orcid":"https://orcid.org/0000-0003-1032-1644"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Gra\u017cyna \u015alusarczyk","raw_affiliation_strings":["Institute of Applied Computer Science, Jagiellonian University, Lojasiewicza 11, 30-059 Krak\u00f3w, Poland","Institute of Applied Computer Science, Jagiellonian University Lojasiewicza 11, 30-059 Krak ow, Poland"],"raw_orcid":"https://orcid.org/0000-0003-1032-1644","affiliations":[{"raw_affiliation_string":"Institute of Applied Computer Science, Jagiellonian University, Lojasiewicza 11, 30-059 Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]},{"raw_affiliation_string":"Institute of Applied Computer Science, Jagiellonian University Lojasiewicza 11, 30-059 Krak ow, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047733510","display_name":"Barbara Strug","orcid":"https://orcid.org/0000-0002-2204-507X"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Barbara Strug","raw_affiliation_strings":["Institute of Applied Computer Science, Jagiellonian University, Lojasiewicza 11, 30-059 Krak\u00f3w, Poland","Institute of Applied Computer Science, Jagiellonian University Lojasiewicza 11, 30-059 Krak ow, Poland"],"raw_orcid":"https://orcid.org/0000-0002-2204-507X","affiliations":[{"raw_affiliation_string":"Institute of Applied Computer Science, Jagiellonian University, Lojasiewicza 11, 30-059 Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I126596746"]},{"raw_affiliation_string":"Institute of Applied Computer Science, Jagiellonian University Lojasiewicza 11, 30-059 Krak ow, Poland","institution_ids":["https://openalex.org/I126596746"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126596746"],"apc_list":null,"apc_paid":null,"fwci":0.5643,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.60863811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"11","issue":"01","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.5080999732017517,"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"}},"topics":[{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.5080999732017517,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6846069693565369},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.622199296951294},{"id":"https://openalex.org/keywords/continuation","display_name":"Continuation","score":0.5576507449150085},{"id":"https://openalex.org/keywords/building-information-modeling","display_name":"Building information modeling","score":0.5248632431030273},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.4245261549949646},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.398219496011734},{"id":"https://openalex.org/keywords/construction-engineering","display_name":"Construction engineering","score":0.34951627254486084},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.32290327548980713},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23994871973991394}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6846069693565369},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.622199296951294},{"id":"https://openalex.org/C88626702","wikidata":"https://www.wikidata.org/wiki/Q1128903","display_name":"Continuation","level":2,"score":0.5576507449150085},{"id":"https://openalex.org/C66862320","wikidata":"https://www.wikidata.org/wiki/Q842017","display_name":"Building information modeling","level":3,"score":0.5248632431030273},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.4245261549949646},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.398219496011734},{"id":"https://openalex.org/C107053488","wikidata":"https://www.wikidata.org/wiki/Q2674423","display_name":"Construction engineering","level":1,"score":0.34951627254486084},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32290327548980713},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23994871973991394},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s2196888823300028","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s2196888823300028","pdf_url":null,"source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:ruj.uj.edu.pl:item/323179","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/xmlui/handle/item/323179","pdf_url":"http://ruj.uj.edu.pl/bitstreams/2bc2856d-0bc5-4de3-b90d-82d122364d50/download","source":{"id":"https://openalex.org/S4306400316","display_name":"Homo Politicus (Academy of Humanities and Economics in Lodz)","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":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"artyku\u0142 w czasopi\u015bmie"},{"id":"pmh:oai:doaj.org/article:1b58a46324de43efab05e128e01d65d6","is_oa":false,"landing_page_url":"https://doaj.org/article/1b58a46324de43efab05e128e01d65d6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vietnam Journal of Computer Science, Vol 11, Iss 01, Pp 1-22 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1142/s2196888823300028","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s2196888823300028","pdf_url":null,"source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W1644641054","https://openalex.org/W1741508812","https://openalex.org/W2033552406","https://openalex.org/W2108598243","https://openalex.org/W2129918481","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2735453175","https://openalex.org/W2747776519","https://openalex.org/W2749403791","https://openalex.org/W2752351227","https://openalex.org/W2789756826","https://openalex.org/W2791025184","https://openalex.org/W2795296794","https://openalex.org/W2800260576","https://openalex.org/W2804355134","https://openalex.org/W2810716047","https://openalex.org/W2883751172","https://openalex.org/W2884490557","https://openalex.org/W2902661814","https://openalex.org/W2903041390","https://openalex.org/W2944940501","https://openalex.org/W2949163607","https://openalex.org/W2953364769","https://openalex.org/W2972315601","https://openalex.org/W2979750740","https://openalex.org/W2993663930","https://openalex.org/W3004330032","https://openalex.org/W3105826707","https://openalex.org/W3123541389","https://openalex.org/W3130610301","https://openalex.org/W3175200815","https://openalex.org/W3184692854","https://openalex.org/W4281711015","https://openalex.org/W4298167176"],"related_works":["https://openalex.org/W2806881324","https://openalex.org/W4388416086","https://openalex.org/W2582227712","https://openalex.org/W3116363687","https://openalex.org/W1544673085","https://openalex.org/W3198308736","https://openalex.org/W3204820186","https://openalex.org/W3146916057","https://openalex.org/W2883778593","https://openalex.org/W3170787087"],"abstract_inverted_index":{"This":[0],"paper":[1,49],"presents":[2],"a":[3,27],"survey":[4],"of":[5,39,47,55,63,70],"machine":[6],"learning":[7],"(ML)":[8],"methods":[9,40],"used":[10],"in":[11,67],"applications":[12,42],"dedicated":[13],"to":[14,51,59],"the":[15,53,68],"building":[16,21],"and":[17,41,58],"construction":[18],"industry.":[19],"A":[20,36],"information":[22],"modeling":[23],"(BIM)":[24],"model,":[25],"being":[26],"database":[28,64],"system":[29,65],"for":[30],"civil":[31,71],"engineering":[32],"data,":[33],"is":[34,43,50],"presented.":[35],"representative":[37],"selection":[38],"described.":[44],"The":[45],"aim":[46],"this":[48],"facilitate":[52],"continuation":[54],"research":[56],"efforts":[57],"encourage":[60],"bigger":[61],"participation":[62],"researchers":[66],"field":[69],"engineering.":[72]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
