Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review
Saved in:
| Published in | Advanced engineering informatics Vol. 58; p. 102137 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
01.10.2023
|
| Online Access | Get full text |
Cover
Loading…
| ArticleNumber | 102137 |
|---|---|
| Author | Bloch, Tanya Pauwels, Pieter Borrmann, André |
| Author_xml | – sequence: 1 givenname: Tanya orcidid: 0000-0002-3588-9685 surname: Bloch fullname: Bloch, Tanya – sequence: 2 givenname: André surname: Borrmann fullname: Borrmann, André – sequence: 3 givenname: Pieter surname: Pauwels fullname: Pauwels, Pieter |
| BookMark | eNp9kEFOwzAQRb0oEm3hAOx8gRQ7Tmp3iapSkCqxgXU0ccat2zSObJfSHXfghpyEpGXFgtXXn5n_pXkjMmhcg4TccTbhjE_vtxNAO0lZKjqfciEHZMgzmSVMZNNrMgphy7o7NZNDclp6aDdJCQErWiP4xjZrapyncIhuD7Eba1ch1RvUu373_flFFx9t7Xzv4gYptG1tNUTrGuoMXfeNtMGDh7qTeHR-F86VFQa7bqjHd4vHG3JloA54-6tj8va4eJ0_JauX5fP8YZXoVKmYVMJIrTQAm0ImZc4qo0ozEypXKdOsRKUrpbgUs5xXlZZTkWUm1yhzEKVEEGPCL73auxA8mqL1dg_-VHBW9LyKbdHxKnpexYVXl5F_MtrG84PRg63_Sf4AuwZ40w |
| CitedBy_id | crossref_primary_10_1016_j_inffus_2024_102684 crossref_primary_10_36680_j_itcon_2025_002 crossref_primary_10_1016_j_compgeo_2024_106431 crossref_primary_10_3390_app15010049 crossref_primary_10_3390_buildings14020527 crossref_primary_10_1016_j_aei_2024_102614 |
| Cites_doi | 10.1109/MSP.2017.2693418 10.1016/j.autcon.2015.12.003 10.1016/S0010-4485(01)00171-3 10.35490/EC3.2022.148 10.1109/ACCESS.2020.2975067 10.22260/ISARC2015/0033 10.1007/978-3-319-91262-2_57 10.1109/TNNLS.2020.2978386 10.1061/(ASCE)CP.1943-5487.0000331 10.1016/j.autcon.2021.104062 10.1016/j.autcon.2009.07.002 10.1061/9780784412367.084 10.1061/9780784412343.0036 10.3233/SW-200385 10.35490/EC3.2019.157 10.1016/j.autcon.2016.04.001 10.1016/j.autcon.2021.104039 10.1061/(ASCE)CP.1943-5487.0000346 10.1016/j.autcon.2016.08.027 10.1061/JSDEAG.0001567 10.1016/j.aei.2017.05.001 10.3390/buildings9040086 10.1016/j.aiopen.2021.01.001 10.1061/9780784482421.045 |
| ContentType | Journal Article |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.aei.2023.102137 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Applied Sciences |
| ExternalDocumentID | 10_1016_j_aei_2023_102137 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1~. 1~5 23M 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ AAAKF AAAKG AAEDT AAEDW AAIKJ AAKOC AALRI AAOAW AAQFI AARIN AATTM AAXKI AAXUO AAYFN AAYWO AAYXX ABBOA ABFNM ABJNI ABMAC ABUCO ABWVN ABXDB ACDAQ ACGFS ACNNM ACRLP ACRPL ACVFH ACZNC ADBBV ADCNI ADEZE ADJOM ADMUD ADNMO ADTZH AEBSH AECPX AEIPS AEKER AENEX AEUPX AFJKZ AFPUW AFTJW AFXIZ AGCQF AGHFR AGRNS AGUBO AGYEJ AHJVU AHZHX AIALX AIEXJ AIGII AIIUN AIKHN AITUG AKBMS AKRWK AKYEP ALMA_UNASSIGNED_HOLDINGS AMRAJ ANKPU AOUOD APLSM APXCP AXJTR BJAXD BKOJK BLXMC BNPGV CITATION CS3 EBS EFJIC EJD EO8 EO9 EP2 EP3 FDB FEDTE FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HAMUX HVGLF HZ~ IHE J1W JJJVA KOM M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 PC. Q38 RIG RNS ROL RPZ SDF SDG SDP SES SEW SPC SPCBC SSB SSD SSH SST SSV SSZ T5K UHS XPP ZMT ~G- |
| ID | FETCH-LOGICAL-c288t-d3f7c8caa06a47750df8bf9385820c0be8cd88173951ddc76344f5ce75a3b7ea3 |
| ISSN | 1474-0346 |
| IngestDate | Tue Jul 01 02:02:41 EDT 2025 Thu Apr 24 23:06:39 EDT 2025 |
| IsDoiOpenAccess | false |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c288t-d3f7c8caa06a47750df8bf9385820c0be8cd88173951ddc76344f5ce75a3b7ea3 |
| ORCID | 0000-0002-3588-9685 |
| OpenAccessLink | https://pure.tue.nl/ws/files/307935717/1-s2.0-S1474034623002653-main.pdf |
| ParticipantIDs | crossref_primary_10_1016_j_aei_2023_102137 crossref_citationtrail_10_1016_j_aei_2023_102137 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2023-10-00 |
| PublicationDateYYYYMMDD | 2023-10-01 |
| PublicationDate_xml | – month: 10 year: 2023 text: 2023-10-00 |
| PublicationDecade | 2020 |
| PublicationTitle | Advanced engineering informatics |
| PublicationYear | 2023 |
| References | 10.1016/j.aei.2023.102137_b0040 10.1016/j.aei.2023.102137_b0160 10.1016/j.aei.2023.102137_b0165 Amor (10.1016/j.aei.2023.102137_b0005) 2021; 5 10.1016/j.aei.2023.102137_b0120 Zhi (10.1016/j.aei.2023.102137_b0240) 2003; 35 10.1016/j.aei.2023.102137_b0125 10.1016/j.aei.2023.102137_b0045 Dimyadi (10.1016/j.aei.2023.102137_b0050) 2013 Zhang (10.1016/j.aei.2023.102137_b0225) 2016; 30 10.1016/j.aei.2023.102137_b0205 Bronstein (10.1016/j.aei.2023.102137_b0030) 2017; 34 Fenves (10.1016/j.aei.2023.102137_b0085) 1982 Jin (10.1016/j.aei.2023.102137_b0130) 2018 Hamilton (10.1016/j.aei.2023.102137_b0095) 2020 10.1016/j.aei.2023.102137_b0150 Cao (10.1016/j.aei.2023.102137_b0035) 2020; 8 Wang (10.1016/j.aei.2023.102137_b0210) 2022; 134 Zhang (10.1016/j.aei.2023.102137_b0230) 2017; 73 10.1016/j.aei.2023.102137_b0110 10.1016/j.aei.2023.102137_b0075 10.1016/j.aei.2023.102137_b0195 10.1016/j.aei.2023.102137_b0235 Borrmann (10.1016/j.aei.2023.102137_b0025) 2018 10.1016/j.aei.2023.102137_b0115 Meijer (10.1016/j.aei.2023.102137_b0155) 2002 Wu (10.1016/j.aei.2023.102137_b0215) 2021; 32 Fenves (10.1016/j.aei.2023.102137_b0080) 1966; 92 10.1016/j.aei.2023.102137_b0060 10.1016/j.aei.2023.102137_b0020 10.1016/j.aei.2023.102137_b0185 10.1016/j.aei.2023.102137_b0140 10.1016/j.aei.2023.102137_b0145 10.1016/j.aei.2023.102137_b0100 10.1016/j.aei.2023.102137_b0220 Skandhakumar (10.1016/j.aei.2023.102137_b0200) 2016; 68 Eastman (10.1016/j.aei.2023.102137_b0065) 1975; 63 Khalili (10.1016/j.aei.2023.102137_b0135) 2015; 29 Pauwels (10.1016/j.aei.2023.102137_b0180) 2016; 63 10.1016/j.aei.2023.102137_b0170 10.1016/j.aei.2023.102137_b0055 10.1016/j.aei.2023.102137_b0010 Gan (10.1016/j.aei.2023.102137_b0090) 2022; 134 Han (10.1016/j.aei.2023.102137_b0105) 1997 Zhou (10.1016/j.aei.2023.102137_b0245) 2020; 1 10.1016/j.aei.2023.102137_b0015 Eastman (10.1016/j.aei.2023.102137_b0070) 2009; 18 10.1016/j.aei.2023.102137_b0250 Rasmussen (10.1016/j.aei.2023.102137_b0190) 2020; 12 Pauwels (10.1016/j.aei.2023.102137_b0175) 2017; 33 |
| References_xml | – volume: 34 start-page: 18 issue: 4 year: 2017 ident: 10.1016/j.aei.2023.102137_b0030 article-title: Geometric Deep Learning: Going beyond Euclidean data publication-title: IEEE Signal Process. Mag. doi: 10.1109/MSP.2017.2693418 – volume: 63 start-page: 100 year: 2016 ident: 10.1016/j.aei.2023.102137_b0180 article-title: EXPRESS to OWL for construction industry: Towards a recommendable and usable ifcOWL ontology publication-title: Autom. Constr. doi: 10.1016/j.autcon.2015.12.003 – volume: 35 start-page: 1 issue: 1 year: 2003 ident: 10.1016/j.aei.2023.102137_b0240 article-title: A graph-based algorithm for extracting units and loops from architectural floor plans for a building evacuation model publication-title: Comput. Aided Des. doi: 10.1016/S0010-4485(01)00171-3 – start-page: 22 year: 1997 ident: 10.1016/j.aei.2023.102137_b0105 article-title: Making automated building code checking a reality publication-title: Facility Manage. J. – ident: 10.1016/j.aei.2023.102137_b0250 – ident: 10.1016/j.aei.2023.102137_b0235 doi: 10.35490/EC3.2022.148 – volume: 8 start-page: 35929 year: 2020 ident: 10.1016/j.aei.2023.102137_b0035 article-title: A Comprehensive Survey on Geometric Deep Learning publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2975067 – ident: 10.1016/j.aei.2023.102137_b0185 doi: 10.22260/ISARC2015/0033 – ident: 10.1016/j.aei.2023.102137_b0010 – ident: 10.1016/j.aei.2023.102137_b0075 – ident: 10.1016/j.aei.2023.102137_b0125 doi: 10.1007/978-3-319-91262-2_57 – volume: 32 start-page: 4 issue: 1 year: 2021 ident: 10.1016/j.aei.2023.102137_b0215 article-title: A Comprehensive Survey on Graph Neural Networks publication-title: IEEE Trans. Neural Netw. Learning Syst. doi: 10.1109/TNNLS.2020.2978386 – start-page: 582 year: 2018 ident: 10.1016/j.aei.2023.102137_b0130 article-title: Exploring BIM Data by Graph-based Unsupervised Learning publication-title: ICPRAM – volume: 29 start-page: 04014046 issue: 3 year: 2015 ident: 10.1016/j.aei.2023.102137_b0135 article-title: IFC-Based Graph Data Model for Topological Queries on Building Elements publication-title: J. Comput. Civ. Eng. doi: 10.1061/(ASCE)CP.1943-5487.0000331 – year: 2018 ident: 10.1016/j.aei.2023.102137_b0025 – volume: 134 year: 2022 ident: 10.1016/j.aei.2023.102137_b0090 article-title: BIM-based graph data model for automatic generative design of modular buildings publication-title: Autom. Constr. doi: 10.1016/j.autcon.2021.104062 – volume: 18 start-page: 1011 issue: 8 year: 2009 ident: 10.1016/j.aei.2023.102137_b0070 article-title: Automatic rule-based checking of building designs publication-title: Autom. Constr. doi: 10.1016/j.autcon.2009.07.002 – ident: 10.1016/j.aei.2023.102137_b0170 doi: 10.1061/9780784412367.084 – ident: 10.1016/j.aei.2023.102137_b0100 – start-page: 51 year: 2020 ident: 10.1016/j.aei.2023.102137_b0095 article-title: The Graph Neural Network Model – ident: 10.1016/j.aei.2023.102137_b0060 – ident: 10.1016/j.aei.2023.102137_b0145 – ident: 10.1016/j.aei.2023.102137_b0110 – year: 2002 ident: 10.1016/j.aei.2023.102137_b0155 – volume: 5 year: 2021 ident: 10.1016/j.aei.2023.102137_b0005 article-title: The promise of automated compliance checking publication-title: Dev. Built Environ. – year: 1982 ident: 10.1016/j.aei.2023.102137_b0085 – ident: 10.1016/j.aei.2023.102137_b0165 doi: 10.1061/9780784412343.0036 – volume: 12 start-page: 143 issue: 1 year: 2020 ident: 10.1016/j.aei.2023.102137_b0190 article-title: BOT: The building topology ontology of the W3C linked building data group publication-title: SW doi: 10.3233/SW-200385 – ident: 10.1016/j.aei.2023.102137_b0015 – ident: 10.1016/j.aei.2023.102137_b0040 – ident: 10.1016/j.aei.2023.102137_b0020 doi: 10.35490/EC3.2019.157 – ident: 10.1016/j.aei.2023.102137_b0120 – volume: 68 start-page: 44 year: 2016 ident: 10.1016/j.aei.2023.102137_b0200 article-title: Graph theory based representation of building information models for access control applications publication-title: Autom. Constr. doi: 10.1016/j.autcon.2016.04.001 – ident: 10.1016/j.aei.2023.102137_b0115 – ident: 10.1016/j.aei.2023.102137_b0140 – volume: 134 year: 2022 ident: 10.1016/j.aei.2023.102137_b0210 article-title: Exploring graph neural networks for semantic enrichment: Room type classification publication-title: Autom. Constr. doi: 10.1016/j.autcon.2021.104039 – volume: 30 start-page: 04015014 issue: 2 year: 2016 ident: 10.1016/j.aei.2023.102137_b0225 article-title: Semantic NLP-Based Information Extraction from Construction Regulatory Documents for Automated Compliance Checking publication-title: J. Comput. Civ. Eng. doi: 10.1061/(ASCE)CP.1943-5487.0000346 – ident: 10.1016/j.aei.2023.102137_b0205 – volume: 73 start-page: 45 year: 2017 ident: 10.1016/j.aei.2023.102137_b0230 article-title: Integrating semantic NLP and logic reasoning into a unified system for fully-automated code checking publication-title: Autom. Constr. doi: 10.1016/j.autcon.2016.08.027 – volume: 92 start-page: 473 issue: 6 year: 1966 ident: 10.1016/j.aei.2023.102137_b0080 article-title: Tabular Decision Logic for Structural Design publication-title: J. Struct. Div. doi: 10.1061/JSDEAG.0001567 – volume: 33 start-page: 68 year: 2017 ident: 10.1016/j.aei.2023.102137_b0175 article-title: A performance benchmark over semantic rule checking approaches in construction industry publication-title: Adv. Eng. Inf. doi: 10.1016/j.aei.2017.05.001 – ident: 10.1016/j.aei.2023.102137_b0160 doi: 10.3390/buildings9040086 – ident: 10.1016/j.aei.2023.102137_b0220 – volume: 63 start-page: 46 issue: 3 year: 1975 ident: 10.1016/j.aei.2023.102137_b0065 article-title: The use of computers instead of drawings in building design publication-title: AIA J. – ident: 10.1016/j.aei.2023.102137_b0045 – ident: 10.1016/j.aei.2023.102137_b0150 – volume: 1 start-page: 57 year: 2020 ident: 10.1016/j.aei.2023.102137_b0245 article-title: Graph neural networks: A review of methods and applications publication-title: AI Open doi: 10.1016/j.aiopen.2021.01.001 – ident: 10.1016/j.aei.2023.102137_b0055 – start-page: 172 year: 2013 ident: 10.1016/j.aei.2023.102137_b0050 article-title: Automated Building Code Compliance Checking-Where is it at publication-title: Proc. CIB WBC – ident: 10.1016/j.aei.2023.102137_b0195 doi: 10.1061/9780784482421.045 |
| SSID | ssj0016897 |
| Score | 2.4208965 |
| SourceID | crossref |
| SourceType | Enrichment Source Index Database |
| StartPage | 102137 |
| Title | Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review |
| Volume | 58 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Nb9QwELWW9sKFlgKiHyAfemrkyJt4E--xIKBCak9bqbfIsR2pBWWrkhUCIcR_4B_2lzDjjyQtVKK9RKusY0U7b-3xzJs3hOybec615jUrcquZAKszVaiGobRUZniR8QYD-scnxdGp-Hg2O5tMfoyrS7o61d__WVfyEKvCPbArVsnew7L9pHADPoN94QoWhut_2fgDqk0z3IhMbP8QaJGrbgmuqMWSNWMTMIz-5GICgdqQJwP3Dj3PURobvUenYp2g1CUYsPVEcafbkBhH-AgFL2PH9jByCewgcJgEVdZuxKh_A5uni-QsYBUaggHLKyxeaCPF0qfvh_TW6its4c7hPe_5xCFUkQ2kt7i6ilIwnoeYY1h-vXJ7WD-x0bgXgflrafdRhotU2fMUJ0-HsTdltG9tbz3pMPLZLiqYosIpKj_FI7KewSED-1-kP3uC0LSQvjVPfOmYE3fswFtvMfJqRu7JYpM8CecKeuhB8pRMbLtFNsIZg4YV_Msz8m2EGRoxQ8FMtMcMRczQiBl6_es37dFCAS10hBa6bKhDC_VooREtbkqPFurR8pycvn-3eHvEQvsNpjMpO2byptRSK8ULJUrwLE0j62aOmeSMw9_bSm2knGKmd2qMho1KiGambTlTeV1alb8ga-2ytS8J5XXNGwXfaSEE7ClSijnqOGXwWFlqs014_PkqHbTpsUXK5-pOo22Tg_6RSy_McvfgnfsM3iWPB_DukbXuamVfgefZ1a8dQP4A23WGGQ |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Graph-based+learning+for+automated+code+checking+%E2%80%93+Exploring+the+application+of+graph+neural+networks+for+design+review&rft.jtitle=Advanced+engineering+informatics&rft.au=Bloch%2C+Tanya&rft.au=Borrmann%2C+Andr%C3%A9&rft.au=Pauwels%2C+Pieter&rft.date=2023-10-01&rft.issn=1474-0346&rft.volume=58&rft.spage=102137&rft_id=info:doi/10.1016%2Fj.aei.2023.102137&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_aei_2023_102137 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1474-0346&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1474-0346&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1474-0346&client=summon |