{"id":"https://openalex.org/W4200604891","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0001001","title":"Automating Common Data Integration for Improved Data-Driven Decision-Support System in Industrial Construction","display_name":"Automating Common Data Integration for Improved Data-Driven Decision-Support System in Industrial Construction","publication_year":2021,"publication_date":"2021-12-14","ids":{"openalex":"https://openalex.org/W4200604891","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0001001"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0001001","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0001001","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/A5103262753","display_name":"Lingzi Wu","orcid":"https://orcid.org/0000-0003-1220-541X"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lingzi Wu","raw_affiliation_strings":["Postdoctoral Fellow, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: ","Postdoctoral Fellow, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: https://orcid.org/0000-0003-1220-541X"],"raw_orcid":"https://orcid.org/0000-0003-1220-541X","affiliations":[{"raw_affiliation_string":"Postdoctoral Fellow, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: ","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Postdoctoral Fellow, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: https://orcid.org/0000-0003-1220-541X","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003635511","display_name":"Zuofu Li","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zuofu Li","raw_affiliation_strings":["Undergraduate Co-op Program Intern, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Undergraduate Co-op Program Intern, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018366779","display_name":"Simaan AbouRizk","orcid":"https://orcid.org/0000-0002-4788-9121"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Simaan AbouRizk","raw_affiliation_strings":["Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2 (corresponding author). ORCID: ","Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: https://orcid.org/0000-0002-4788-9121"],"raw_orcid":"https://orcid.org/0000-0002-4788-9121","affiliations":[{"raw_affiliation_string":"Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2 (corresponding author). ORCID: ","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: https://orcid.org/0000-0002-4788-9121","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018366779"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":null,"apc_paid":null,"fwci":2.1514,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.87703927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"36","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9884999990463257,"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"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9884999990463257,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9868000149726868,"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":0.9855999946594238,"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/data-integration","display_name":"Data integration","score":0.7164974212646484},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7055494785308838},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5858760476112366},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5834933519363403},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49045535922050476},{"id":"https://openalex.org/keywords/semantic-integration","display_name":"Semantic integration","score":0.47341233491897583},{"id":"https://openalex.org/keywords/data-mapping","display_name":"Data mapping","score":0.46227961778640747},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4561954140663147},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4557386040687561},{"id":"https://openalex.org/keywords/information-integration","display_name":"Information integration","score":0.4316936731338501},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38825488090515137},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.35232409834861755},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2545779347419739},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.1902894377708435},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1631687879562378},{"id":"https://openalex.org/keywords/semantic-computing","display_name":"Semantic computing","score":0.1205337643623352}],"concepts":[{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.7164974212646484},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7055494785308838},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5858760476112366},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5834933519363403},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49045535922050476},{"id":"https://openalex.org/C110903229","wikidata":"https://www.wikidata.org/wiki/Q7449064","display_name":"Semantic integration","level":4,"score":0.47341233491897583},{"id":"https://openalex.org/C137314826","wikidata":"https://www.wikidata.org/wiki/Q2330408","display_name":"Data mapping","level":2,"score":0.46227961778640747},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4561954140663147},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4557386040687561},{"id":"https://openalex.org/C33326189","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information integration","level":2,"score":0.4316936731338501},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38825488090515137},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.35232409834861755},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2545779347419739},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.1902894377708435},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1631687879562378},{"id":"https://openalex.org/C511149849","wikidata":"https://www.wikidata.org/wiki/Q7449051","display_name":"Semantic computing","level":3,"score":0.1205337643623352},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0001001","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0001001","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":103,"referenced_works":["https://openalex.org/W337495210","https://openalex.org/W938539187","https://openalex.org/W1508412218","https://openalex.org/W1553159236","https://openalex.org/W1679882079","https://openalex.org/W1767168228","https://openalex.org/W1828268925","https://openalex.org/W1870305865","https://openalex.org/W1964786778","https://openalex.org/W1965677833","https://openalex.org/W1966184679","https://openalex.org/W1970892882","https://openalex.org/W1971429820","https://openalex.org/W1980516134","https://openalex.org/W1982364506","https://openalex.org/W1992699707","https://openalex.org/W2004505745","https://openalex.org/W2005235857","https://openalex.org/W2008896880","https://openalex.org/W2018359411","https://openalex.org/W2020517838","https://openalex.org/W2024865736","https://openalex.org/W2031781121","https://openalex.org/W2044632453","https://openalex.org/W2050884984","https://openalex.org/W2053846395","https://openalex.org/W2059268928","https://openalex.org/W2063346371","https://openalex.org/W2066023832","https://openalex.org/W2067401145","https://openalex.org/W2070931317","https://openalex.org/W2073219513","https://openalex.org/W2079649893","https://openalex.org/W2083854694","https://openalex.org/W2085350685","https://openalex.org/W2086911038","https://openalex.org/W2088862988","https://openalex.org/W2103744927","https://openalex.org/W2113892213","https://openalex.org/W2117200425","https://openalex.org/W2123193563","https://openalex.org/W2129833317","https://openalex.org/W2139646386","https://openalex.org/W2140190241","https://openalex.org/W2142333951","https://openalex.org/W2148524305","https://openalex.org/W2152191782","https://openalex.org/W2155928344","https://openalex.org/W2158268315","https://openalex.org/W2158698691","https://openalex.org/W2230502472","https://openalex.org/W2275712921","https://openalex.org/W2295240344","https://openalex.org/W2317345450","https://openalex.org/W2319431148","https://openalex.org/W2323506184","https://openalex.org/W2329476948","https://openalex.org/W2410288497","https://openalex.org/W2490991882","https://openalex.org/W2493064216","https://openalex.org/W2524620548","https://openalex.org/W2589277247","https://openalex.org/W2635017336","https://openalex.org/W2747229659","https://openalex.org/W2763185032","https://openalex.org/W2789922066","https://openalex.org/W2794150784","https://openalex.org/W2807834914","https://openalex.org/W2861659575","https://openalex.org/W2887690440","https://openalex.org/W2902661814","https://openalex.org/W2903754454","https://openalex.org/W2913128716","https://openalex.org/W2913600105","https://openalex.org/W2936125638","https://openalex.org/W2964230801","https://openalex.org/W2975132213","https://openalex.org/W2982358567","https://openalex.org/W2986210100","https://openalex.org/W2990177355","https://openalex.org/W3004131552","https://openalex.org/W3008448126","https://openalex.org/W3022766594","https://openalex.org/W3023614026","https://openalex.org/W3044938260","https://openalex.org/W3091972823","https://openalex.org/W3101223371","https://openalex.org/W3102254801","https://openalex.org/W3112129799","https://openalex.org/W3129503847","https://openalex.org/W3143029027","https://openalex.org/W3146259567","https://openalex.org/W3159805512","https://openalex.org/W3187105269","https://openalex.org/W3216906781","https://openalex.org/W4230765542","https://openalex.org/W4231304761","https://openalex.org/W4234444884","https://openalex.org/W4235243453","https://openalex.org/W4293069330","https://openalex.org/W6786144256","https://openalex.org/W6912712138","https://openalex.org/W6968538364"],"related_works":["https://openalex.org/W2267702083","https://openalex.org/W2063126111","https://openalex.org/W2950687828","https://openalex.org/W2094156430","https://openalex.org/W2995527308","https://openalex.org/W202395268","https://openalex.org/W2293196716","https://openalex.org/W2590025346","https://openalex.org/W2382987876","https://openalex.org/W2113331693"],"abstract_inverted_index":{"To":[0],"achieve":[1],"meaningful":[2],"results,":[3],"data-driven":[4],"decision-support":[5],"systems":[6],"in":[7,188],"construction":[8,36,120],"require":[9],"the":[10,27,44,86,126,147,179],"integration":[11,41,150,159],"of":[12,31,46,118,125,139,146,164,181],"fragmented":[13,96,182],"data":[14,40,57,99,133,149,158,175,183],"from":[15,105],"multiple":[16],"standalone":[17],"databases.":[18],"In":[19],"practice,":[20],"a":[21,78,109,115,135,140],"manual":[22,157],"brute-force":[23],"approach":[24],"is":[25],"often":[26],"only":[28],"available":[29],"means":[30],"integrating":[32],"structured,":[33],"yet":[34],"semantically-ambiguous,":[35],"data.":[37],"Two":[38],"common":[39],"challenges":[42],"include":[43],"identification":[45],"(1)":[47],"key":[48],"strings":[49],"(i.e.,":[50],"product":[51],"identification)":[52],"partially":[53],"shared":[54],"between":[55,66],"two":[56,67,82],"sources;":[58],"and":[59,97,123,134,152,177],"(2)":[60],"relationships":[61],"(overlap,":[62],"included,":[63],"or":[64],"outside)":[65],"3D":[68],"object":[69],"lists":[70],"based":[71],"on":[72],"coordinates.":[73],"This":[74],"research":[75],"has":[76],"developed":[77],"framework":[79,93,127,153],"that":[80],"includes":[81],"generic":[83],"solutions":[84],"to":[85,154,169],"identified":[87],"semantic":[88,102],"mapping":[89,103],"challenges.":[90],"The":[91,144],"proposed":[92,148],"automatically":[94],"integrates":[95],"incompatible":[98],"(exhibiting":[100],"similar":[101],"challenges)":[104],"various":[106],"sources":[107],"into":[108,114],"tidy":[110],"format":[111],"for":[112,184],"input":[113],"diverse":[116],"range":[117],"industrial":[119],"applications.":[121],"Verification":[122],"functionality":[124],"were":[128],"confirmed":[129],"using":[130],"both":[131],"artificial":[132],"real":[136],"case":[137],"study":[138,166],"large":[141],"oil-and-gas":[142],"project.":[143],"ability":[145],"functions":[151],"automate":[155],"otherwise":[156],"processes":[160],"was":[161],"demonstrated.":[162],"Results":[163],"this":[165],"are":[167],"expected":[168],"enhance":[170],"real-time":[171],"information":[172],"flow,":[173],"improve":[174],"quality,":[176],"promote":[178],"use":[180],"critical":[185],"decision":[186],"support":[187],"practice.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-25T08:15:23.626066","created_date":"2025-10-10T00:00:00"}