{"id":"https://openalex.org/W4323304377","doi":"https://doi.org/10.1061/jccee5.cpeng-4868","title":"Developing a Construction Domain\u2013Specific Artificial Intelligence Language Model for NCDOT\u2019s CLEAR Program to Promote Organizational Innovation and Institutional Knowledge","display_name":"Developing a Construction Domain\u2013Specific Artificial Intelligence Language Model for NCDOT\u2019s CLEAR Program to Promote Organizational Innovation and Institutional Knowledge","publication_year":2023,"publication_date":"2023-03-07","ids":{"openalex":"https://openalex.org/W4323304377","doi":"https://doi.org/10.1061/jccee5.cpeng-4868"},"language":"en","primary_location":{"id":"doi:10.1061/jccee5.cpeng-4868","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jccee5.cpeng-4868","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","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/A5090649226","display_name":"Siddharth Banerjee","orcid":"https://orcid.org/0000-0003-3666-4987"},"institutions":[{"id":"https://openalex.org/I24648388","display_name":"Bradley University","ror":"https://ror.org/04kmeaw70","country_code":"US","type":"education","lineage":["https://openalex.org/I24648388"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siddharth Banerjee","raw_affiliation_strings":["Assistant Professor in Residence, Dept. of Civil Engineering and Construction, Bradley Univ., Peoria, IL 61625 (corresponding author). ORCID: "],"raw_orcid":"https://orcid.org/0000-0003-3666-4987","affiliations":[{"raw_affiliation_string":"Assistant Professor in Residence, Dept. of Civil Engineering and Construction, Bradley Univ., Peoria, IL 61625 (corresponding author). ORCID: ","institution_ids":["https://openalex.org/I24648388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069870139","display_name":"Colin Potts","orcid":"https://orcid.org/0000-0001-9406-3499"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Colin M. Potts","raw_affiliation_strings":["Postdoctoral Associate, Dept. of Computer Science, North Carolina State Univ., Raleigh, NC 27606. ORCID: "],"raw_orcid":"https://orcid.org/0000-0001-9406-3499","affiliations":[{"raw_affiliation_string":"Postdoctoral Associate, Dept. of Computer Science, North Carolina State Univ., Raleigh, NC 27606. ORCID: ","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004340848","display_name":"Arnav Jhala","orcid":"https://orcid.org/0000-0003-3874-1720"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arnav H. Jhala","raw_affiliation_strings":["Associate Professor, Dept. of Computer Science, North Carolina State Univ., Raleigh, NC 27606"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate Professor, Dept. of Computer Science, North Carolina State Univ., Raleigh, NC 27606","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032806546","display_name":"Edward J. Jaselskis","orcid":"https://orcid.org/0009-0007-1503-3998"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward J. Jaselskis","raw_affiliation_strings":["E.I. Clancy Distinguished Professor, Dept. of Civil, Construction and Environmental Engineering, North Carolina State Univ., Raleigh, NC 27695"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"E.I. Clancy Distinguished Professor, Dept. of Civil, Construction and Environmental Engineering, North Carolina State Univ., Raleigh, NC 27695","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4411,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78867448,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"37","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.9886000156402588,"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":0.9886000156402588,"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/T10395","display_name":"Construction Project Management and Performance","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14431","display_name":"Diverse Research and Applications","score":0.9108999967575073,"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":0.6878917217254639},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5726868510246277},{"id":"https://openalex.org/keywords/best-practice","display_name":"Best practice","score":0.562969982624054},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.5198526978492737},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4816786050796509},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4357847571372986},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.41502317786216736},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32483458518981934},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20697838068008423}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6878917217254639},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5726868510246277},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.562969982624054},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.5198526978492737},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4816786050796509},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4357847571372986},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.41502317786216736},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32483458518981934},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20697838068008423},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/jccee5.cpeng-4868","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jccee5.cpeng-4868","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1563576696","https://openalex.org/W1565801432","https://openalex.org/W1614298861","https://openalex.org/W1794520714","https://openalex.org/W1967622519","https://openalex.org/W1987471691","https://openalex.org/W2012854775","https://openalex.org/W2022637198","https://openalex.org/W2024505347","https://openalex.org/W2052495896","https://openalex.org/W2056683351","https://openalex.org/W2064322127","https://openalex.org/W2077808083","https://openalex.org/W2091116451","https://openalex.org/W2119652992","https://openalex.org/W2131744502","https://openalex.org/W2132454116","https://openalex.org/W2141167937","https://openalex.org/W2163382007","https://openalex.org/W2171761926","https://openalex.org/W2188062137","https://openalex.org/W2250539671","https://openalex.org/W2326035689","https://openalex.org/W2492644654","https://openalex.org/W2493916176","https://openalex.org/W2896457183","https://openalex.org/W2903689057","https://openalex.org/W2908600500","https://openalex.org/W2909418764","https://openalex.org/W2948740140","https://openalex.org/W2965373594","https://openalex.org/W2998385486","https://openalex.org/W2998704965","https://openalex.org/W3005595604","https://openalex.org/W3006225241","https://openalex.org/W3030163527","https://openalex.org/W3038025695","https://openalex.org/W3099950029","https://openalex.org/W3103368673","https://openalex.org/W3127641753","https://openalex.org/W3131769509","https://openalex.org/W3135270605","https://openalex.org/W3160676797","https://openalex.org/W3197808451","https://openalex.org/W3199748762","https://openalex.org/W3212784711","https://openalex.org/W4200325139","https://openalex.org/W4205928628","https://openalex.org/W4281387455","https://openalex.org/W6680532216"],"related_works":["https://openalex.org/W2002383399","https://openalex.org/W644644594","https://openalex.org/W2506073049","https://openalex.org/W642180557","https://openalex.org/W2780591772","https://openalex.org/W3122105723","https://openalex.org/W1593090812","https://openalex.org/W4225469545","https://openalex.org/W1914878988","https://openalex.org/W4386863596"],"abstract_inverted_index":{"Transportation":[0,47],"agency":[1],"personnel":[2,52,247],"gain":[3],"valuable":[4],"knowledge":[5,11,31,59,106,290],"through":[6,87],"their":[7,258],"work,":[8],"but":[9],"such":[10,78,199],"is":[12,16,32,80,98,242],"lost":[13],"if":[14],"it":[15],"not":[17],"documented":[18],"properly":[19],"after":[20],"the":[21,24,42,62,103,132,159,174,181,215,252,266,269,277],"worker":[22],"leaves":[23],"organization.":[25],"The":[26,115,134,163,185,221,237],"risk":[27],"of":[28,39,46,64,102,121,191,239,257,276],"losing":[29],"institutional":[30,289],"a":[33,93,119,126,139,152],"current":[34],"problem":[35],"at":[36,232],"state":[37],"departments":[38],"transportation,":[40],"including":[41],"North":[43],"Carolina":[44],"Department":[45],"(NCDOT),":[48],"due":[49],"to":[50,69,76,128,157,172,206,244,248,261,287],"high":[51,282],"turnover.":[53],"State":[54],"transportation":[55,143],"agencies":[56],"have":[57],"implemented":[58,99],"repositories":[60],"in":[61,151,214],"form":[63],"lessons":[65,122,211],"learned/best":[66,123,212],"practices":[67,124,213],"databases":[68,79],"address":[70],"this":[71,85],"problem.":[72],"However,":[73],"motivating":[74],"end-users":[75],"use":[77,249],"challenging.":[81],"This":[82],"paper":[83],"addresses":[84],"challenge":[86],"novel":[88,153],"artificial":[89],"intelligence":[90],"technology":[91],"whereby":[92],"neural":[94],"network\u2013based":[95],"language":[96,140],"model":[97,141,150,166,186,190,223],"as":[100,200,255],"part":[101,256],"NCDOT\u2019s":[104],"new":[105],"management":[107],"program:":[108],"Communicate":[109],"Lessons,":[110],"Exchange":[111],"Advice,":[112],"Record":[113],"(CLEAR).":[114],"CLEAR":[116,160,177,216,253,278],"program":[117,254,279],"encompasses":[118],"database":[120,161,217],"and":[125,130,146,204,218,250,280,291],"website":[127],"access":[129],"search":[131,158],"database.":[133],"developed":[135,164,222],"methodology":[136],"involves":[137],"training":[138],"on":[142,180],"construction":[144,192],"texts":[145],"using":[147],"that":[148],"trained":[149],"algorithm":[154],"enabling":[155],"users":[156],"easily.":[162],"language-processing":[165],"provides":[167],"an":[168,188],"easily":[169],"accessible":[170],"interface":[171],"suggest":[173],"most":[175],"relevant":[176],"data":[178],"based":[179],"end-user\u2019s":[182],"searched":[183],"keywords.":[184],"learns":[187],"inference":[189],"domain\u2013specific":[193],"vocabulary":[194],"extracted":[195],"from":[196,273],"various":[197,233],"sources,":[198],"contract":[201],"documents,":[202],"textbooks,":[203],"specifications,":[205],"make":[207],"meaningful":[208],"connections":[209],"between":[210],"project-specific":[219],"knowledge.":[220],"has":[224],"been":[225],"validated":[226],"by":[227],"project":[228,263],"managers":[229],"for":[230],"projects":[231],"life":[234],"cycle":[235],"stages.":[236],"automation":[238],"information":[240],"retrieval":[241],"intended":[243],"encourage":[245],"NCDOT":[246,270],"embrace":[251],"routine":[259],"work":[260],"improve":[262],"workflow.":[264],"In":[265],"long":[267],"run,":[268],"will":[271],"benefit":[272],"consistent":[274],"usage":[275],"its":[281],"quality":[283],"content,":[284],"thereby":[285],"leading":[286],"enhanced":[288],"organizational":[292],"innovation.":[293]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}