{"id":"https://openalex.org/W7204446705","doi":"https://doi.org/10.1155/stc/1127824","title":"An Intelligent Decision\u2010Support Framework Using Linguistic Assessment and Probabilistic Neural Networks for Rapid Prioritization of Urban Building Stocks","display_name":"An Intelligent Decision\u2010Support Framework Using Linguistic Assessment and Probabilistic Neural Networks for Rapid Prioritization of Urban Building Stocks","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7204446705","doi":"https://doi.org/10.1155/stc/1127824"},"language":"en","primary_location":{"id":"doi:10.1155/stc/1127824","doi":"https://doi.org/10.1155/stc/1127824","is_oa":true,"landing_page_url":"https://doi.org/10.1155/stc/1127824","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/stc/1127824","source":{"id":"https://openalex.org/S4210219247","display_name":"Structural Control and Health Monitoring","issn_l":"1545-2255","issn":["1545-2255","1545-2263"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Structural Control and Health Monitoring","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/stc/1127824","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101909807","display_name":"Burak \u00d6z","orcid":"https://orcid.org/0000-0003-0686-1410","observed_orcids":["https://orcid.org/0000-0003-0686-1410"]},"institutions":[{"id":"https://openalex.org/I3017902709","display_name":"Zonguldak B\u00fclent Ecevit University","ror":"https://ror.org/01dvabv26","country_code":"TR","type":"education","lineage":["https://openalex.org/I3017902709"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Burak Oz","raw_affiliation_strings":["Department of Civil Engineering ,  Zonguldak Bulent Ecevit University ,  Zonguldak ,  Tu\u0308rkiye , beun.edu.tr"],"raw_orcid":"https://orcid.org/0000-0003-0686-1410","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering ,  Zonguldak Bulent Ecevit University ,  Zonguldak ,  Tu\u0308rkiye , beun.edu.tr","institution_ids":["https://openalex.org/I3017902709"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021512380","display_name":"Memduh Karalar","orcid":"https://orcid.org/0000-0002-4595-8971","observed_orcids":["https://orcid.org/0000-0002-4595-8971"]},"institutions":[{"id":"https://openalex.org/I3017902709","display_name":"Zonguldak B\u00fclent Ecevit University","ror":"https://ror.org/01dvabv26","country_code":"TR","type":"education","lineage":["https://openalex.org/I3017902709"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Memduh Karalar","raw_affiliation_strings":["Department of Civil Engineering ,  Zonguldak Bulent Ecevit University ,  Zonguldak ,  Tu\u0308rkiye , beun.edu.tr"],"raw_orcid":"https://orcid.org/0000-0002-4595-8971","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering ,  Zonguldak Bulent Ecevit University ,  Zonguldak ,  Tu\u0308rkiye , beun.edu.tr","institution_ids":["https://openalex.org/I3017902709"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101909807"],"corresponding_institution_ids":["https://openalex.org/I3017902709"],"apc_list":{"value":2490,"currency":"USD","value_usd":2490},"apc_paid":{"value":2490,"currency":"USD","value_usd":2490},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.57559242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2026","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10160","display_name":"Seismic Performance and Analysis","score":0.8579000234603882,"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"}},"topics":[{"id":"https://openalex.org/T10160","display_name":"Seismic Performance and Analysis","score":0.8579000234603882,"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"}},{"id":"https://openalex.org/T11352","display_name":"Masonry and Concrete Structural Analysis","score":0.09279999881982803,"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"}},{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.010099999606609344,"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/seismic-vulnerability-assessment","display_name":"seismic vulnerability assessment","score":0.9169999957084656},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"probabilistic neural network","score":0.7879999876022339},{"id":"https://openalex.org/keywords/2023-kahramanmaras-earthquakes","display_name":"2023 Kahramanmara\u015f earthquakes","score":0.9269999861717224},{"id":"https://openalex.org/keywords/urban-regeneration","display_name":"urban regeneration","score":0.7099999785423279},{"id":"https://openalex.org/keywords/disaster-risk-mitigation","display_name":"disaster risk mitigation","score":0.9290000200271606},{"id":"https://openalex.org/keywords/decision-support-framework","display_name":"decision support framework","score":0.628000020980835},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.6579999923706055},{"id":"https://openalex.org/keywords/building-damage-prediction","display_name":"building damage prediction","score":0.36800000071525574}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6305000185966492},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6258000135421753},{"id":"https://openalex.org/C167063184","wikidata":"https://www.wikidata.org/wiki/Q1400839","display_name":"Vulnerability assessment","level":3,"score":0.6240000128746033},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.6071000099182129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5576000213623047},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4903999865055084},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.48730000853538513},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4244999885559082},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42100000381469727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3700999915599823},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.36500000953674316},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.35429999232292175},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35409998893737793},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.3111000061035156},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3068999946117401},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.29919999837875366},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.28110000491142273},{"id":"https://openalex.org/C134512083","wikidata":"https://www.wikidata.org/wiki/Q1632256","display_name":"Seismic risk","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2761000096797943},{"id":"https://openalex.org/C53893814","wikidata":"https://www.wikidata.org/wiki/Q7378909","display_name":"Rule-based machine translation","level":2,"score":0.272599995136261},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.26089999079704285}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1155/stc/1127824","doi":"https://doi.org/10.1155/stc/1127824","is_oa":true,"landing_page_url":"https://doi.org/10.1155/stc/1127824","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/stc/1127824","source":{"id":"https://openalex.org/S4210219247","display_name":"Structural Control and Health Monitoring","issn_l":"1545-2255","issn":["1545-2255","1545-2263"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Structural Control and Health Monitoring","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1155/stc/1127824","doi":"https://doi.org/10.1155/stc/1127824","is_oa":true,"landing_page_url":"https://doi.org/10.1155/stc/1127824","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/stc/1127824","source":{"id":"https://openalex.org/S4210219247","display_name":"Structural Control and Health Monitoring","issn_l":"1545-2255","issn":["1545-2255","1545-2263"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Structural Control and Health Monitoring","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":1.0},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204446705.pdf","grobid_xml":"https://content.openalex.org/works/W7204446705.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1505943987","https://openalex.org/W1964168965","https://openalex.org/W1969674508","https://openalex.org/W1973495997","https://openalex.org/W1979568620","https://openalex.org/W1989906353","https://openalex.org/W1992272005","https://openalex.org/W1998532807","https://openalex.org/W2012160340","https://openalex.org/W2013533400","https://openalex.org/W2044680640","https://openalex.org/W2070728363","https://openalex.org/W2101283270","https://openalex.org/W2148789269","https://openalex.org/W2162416073","https://openalex.org/W2166486067","https://openalex.org/W2333725184","https://openalex.org/W2576918629","https://openalex.org/W2756392449","https://openalex.org/W2787894218","https://openalex.org/W2795158543","https://openalex.org/W2911964244","https://openalex.org/W2962772482","https://openalex.org/W2980000166","https://openalex.org/W3012378872","https://openalex.org/W3039293016","https://openalex.org/W4249875616","https://openalex.org/W4312205507","https://openalex.org/W4313272174","https://openalex.org/W4382751397","https://openalex.org/W4387310907","https://openalex.org/W4400975963","https://openalex.org/W4405184373","https://openalex.org/W4410398818","https://openalex.org/W4411430565","https://openalex.org/W4411694850","https://openalex.org/W4415050279","https://openalex.org/W4416427809","https://openalex.org/W7092204870","https://openalex.org/W7135225261"],"related_works":["https://openalex.org/W7160904871","https://openalex.org/W4416427809","https://openalex.org/W2037290997","https://openalex.org/W4405489730","https://openalex.org/W7172494643","https://openalex.org/W4416077882","https://openalex.org/W7172445779","https://openalex.org/W4400975963","https://openalex.org/W2098846351","https://openalex.org/W7129457947"],"abstract_inverted_index":{"Rapid":[0],"and":[1,9,52,71,103,144,153],"reliable":[2],"tools":[3],"are":[4],"essential":[5],"for":[6,34,134,148],"urban":[7,38,94,155],"regeneration":[8,95,156],"disaster":[10],"risk":[11],"mitigation":[12],"in":[13,63,88,121],"earthquake\u2010prone":[14],"regions.":[15],"This":[16],"study":[17],"proposes":[18],"a":[19,29,48,122,142],"hybrid":[20],"decision\u2010support":[21],"framework":[22,84,140],"that":[23,116],"integrates":[24],"linguistic":[25,50],"expert":[26],"assessments":[27],"with":[28,75],"probabilistic":[30],"neural":[31],"network":[32],"(PNN)":[33],"rapid":[35],"prioritization":[36],"of":[37,125],"building":[39],"stocks.":[40],"Eleven":[41],"seismic":[42,150],"vulnerability":[43,151],"parameters":[44],"were":[45,119],"evaluated":[46],"using":[47],"five\u2010level":[49],"scale":[51],"applied":[53],"to":[54,78],"194":[55],"buildings":[56,92],"affected":[57],"by":[58],"the":[59,138],"2023":[60],"Kahramanmara\u015f":[61],"earthquake":[62],"T\u00fcrkiye.":[64],"The":[65,82],"model":[66],"achieved":[67],"100%":[68],"training":[69],"accuracy":[70],"95%":[72],"testing":[73],"accuracy,":[74],"misclassifications":[76],"limited":[77],"adjacent":[79],"damage":[80],"classes.":[81],"proposed":[83,139],"can":[85],"support":[86],"municipalities":[87],"rapidly":[89],"identifying":[90],"high\u2010risk":[91],"during":[93],"planning.":[96],"PCA\u2010based":[97],"visualization":[98],"confirmed":[99],"clear":[100],"class":[101],"separation":[102],"consistent":[104],"generalization.":[105],"A":[106],"post":[107],"hoc":[108],"sensitivity":[109],"analysis":[110],"further":[111],"quantified":[112],"decision\u2010boundary":[113],"uncertainty,":[114],"showing":[115],"near\u2010boundary":[117],"transitions":[118],"concentrated":[120],"small":[123],"number":[124],"influential":[126],"parameters.":[127],"Class\u2010level":[128],"stability":[129],"indices":[130],"indicated":[131],"higher":[132],"robustness":[133],"severe\u2010damage":[135],"predictions.":[136],"Overall,":[137],"offers":[141],"practical":[143],"operationally":[145],"efficient":[146],"tool":[147],"first\u2010level":[149],"screening":[152],"evidence\u2010based":[154],"prioritization.":[157]},"counts_by_year":[],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2026-08-28T00:00:00"}
