{"id":"https://openalex.org/W2126609616","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000035","title":"Applying Concept Similarity to the Evaluation of Common Understanding in Multidisciplinary Learning","display_name":"Applying Concept Similarity to the Evaluation of Common Understanding in Multidisciplinary Learning","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2126609616","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000035","mag":"2126609616"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0000035","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000035","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/A5053311132","display_name":"Yimin Zhu","orcid":"https://orcid.org/0000-0002-3871-4733"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yimin Zhu","raw_affiliation_strings":["Assistant Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174 (corresponding author)","Lecturer, Dept. of Sociology, School of Humanities and Social Sciences, Harbin Institute of Technology, Harbin, Helongjiang 150001, China","Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174 (corresponding author)","institution_ids":[]},{"raw_affiliation_string":"Lecturer, Dept. of Sociology, School of Humanities and Social Sciences, Harbin Institute of Technology, Harbin, Helongjiang 150001, China","institution_ids":[]},{"raw_affiliation_string":"Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100421982","display_name":"Rui Zhang","orcid":"https://orcid.org/0000-0001-9641-1573"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rui Zhang","raw_affiliation_strings":["Assistant Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174 (corresponding author)","Lecturer, Dept. of Sociology, School of Humanities and Social Sciences, Harbin Institute of Technology, Harbin, Helongjiang 150001, China","Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174 (corresponding author)","institution_ids":[]},{"raw_affiliation_string":"Lecturer, Dept. of Sociology, School of Humanities and Social Sciences, Harbin Institute of Technology, Harbin, Helongjiang 150001, China","institution_ids":[]},{"raw_affiliation_string":"Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026036726","display_name":"Irtishad Ahmad","orcid":"https://orcid.org/0000-0001-5085-8898"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Irtishad Ahmad","raw_affiliation_strings":["Assistant Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174 (corresponding author)","Lecturer, Dept. of Sociology, School of Humanities and Social Sciences, Harbin Institute of Technology, Harbin, Helongjiang 150001, China","Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174 (corresponding author)","institution_ids":[]},{"raw_affiliation_string":"Lecturer, Dept. of Sociology, School of Humanities and Social Sciences, Harbin Institute of Technology, Harbin, Helongjiang 150001, China","institution_ids":[]},{"raw_affiliation_string":"Professor, Dept. of Construction Management, College of Engineering and Computing, Florida International Univ., Miami, FL 33174","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053311132"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":2.2209,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.91471876,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"24","issue":"4","first_page":"335","last_page":"344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.977400004863739,"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"}},"topics":[{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.977400004863739,"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"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9646000266075134,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7373632192611694},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.6704466342926025},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.6004940271377563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5974599719047546},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.46287965774536133},{"id":"https://openalex.org/keywords/concept-map","display_name":"Concept map","score":0.4184713065624237},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4155426025390625},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.41292449831962585},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36407843232154846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3564370274543762},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20581388473510742}],"concepts":[{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7373632192611694},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.6704466342926025},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.6004940271377563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5974599719047546},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.46287965774536133},{"id":"https://openalex.org/C200287777","wikidata":"https://www.wikidata.org/wiki/Q830115","display_name":"Concept map","level":2,"score":0.4184713065624237},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4155426025390625},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.41292449831962585},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36407843232154846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3564370274543762},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20581388473510742},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0000035","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000035","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":0.4399999976158142,"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":30,"referenced_works":["https://openalex.org/W1647729745","https://openalex.org/W1966674091","https://openalex.org/W1969537148","https://openalex.org/W1969605339","https://openalex.org/W1988903990","https://openalex.org/W2012854775","https://openalex.org/W2016617906","https://openalex.org/W2031886285","https://openalex.org/W2032036326","https://openalex.org/W2052406141","https://openalex.org/W2075045924","https://openalex.org/W2078776995","https://openalex.org/W2088115700","https://openalex.org/W2091822285","https://openalex.org/W2101610288","https://openalex.org/W2116466193","https://openalex.org/W2117805756","https://openalex.org/W2123457740","https://openalex.org/W2134126205","https://openalex.org/W2135377715","https://openalex.org/W2146009023","https://openalex.org/W2155655554","https://openalex.org/W2166251704","https://openalex.org/W2188533633","https://openalex.org/W2559018932","https://openalex.org/W2750645343","https://openalex.org/W2769416443","https://openalex.org/W3210894668","https://openalex.org/W4250461442","https://openalex.org/W7055593418"],"related_works":["https://openalex.org/W4286508873","https://openalex.org/W2749324135","https://openalex.org/W2319693127","https://openalex.org/W2072263576","https://openalex.org/W2474567666","https://openalex.org/W2790658443","https://openalex.org/W1940044583","https://openalex.org/W2056226831","https://openalex.org/W2806903871","https://openalex.org/W4320802053"],"abstract_inverted_index":{"The":[0,139,158,231],"success":[1],"of":[2,16,21,33,61,91,109,125,148,156,180,186,195,206,213,222,228,248,258,302,328,336,342],"an":[3,272],"architecture,":[4],"engineering,":[5],"and":[6,47,54,261,376],"construction":[7],"(AEC)":[8],"project":[9,17],"largely":[10],"depends":[11],"on":[12,122,165,309],"the":[13,22,36,62,71,106,123,146,166,181,184,193,196,203,210,220,225,229,241,292,300,305,310,317,326,333,340],"effective":[14],"collaboration":[15,31],"participants.":[18],"This":[19,117],"characteristic":[20],"industry":[23],"requires":[24],"that":[25,130,282,316,363],"AEC":[26,40],"education":[27,41],"shall":[28],"foster":[29],"multidisciplinary":[30],"skills":[32],"students.":[34,92,157,230,337],"On":[35],"other":[37,386],"hand,":[38],"many":[39],"programs":[42],"have":[43],"started":[44],"using":[45,268],"information":[46],"communication":[48],"technologies":[49],"(ICTs)":[50],"to":[51,76,99,102,113,144,265,298,357,361,374],"facilitate":[52],"teaching":[53],"learning":[55,67],"such":[56],"as":[57,178,271],"distance":[58],"learning.":[59],"One":[60],"challenges":[63],"in":[64,105,111,169,224,254,304,381],"a":[65,79,83,89,120,126,174,207,255,266],"computer-mediated":[66],"environment":[68],"arises":[69],"from":[70],"need":[72],"for":[73,244,324,391],"computer":[74],"systems":[75],"determine":[77,145],"whether":[78],"common":[80,211,334],"understanding":[81,212,335],"regarding":[82],"certain":[84],"subject":[85],"is":[86,142,162,234,296,371],"established":[87],"among":[88],"group":[90],"To":[93],"achieve":[94],"this":[95,275,313],"goal,":[96],"ICT":[97],"needs":[98],"be":[100,189,216,286],"able":[101],"detect":[103],"changes":[104],"knowledge":[107,150,208,226,330,343],"structure":[108,227],"students":[110,214],"order":[112],"provide":[114],"better":[115],"mediation.":[116],"paper":[118],"presents":[119],"study":[121,314],"development":[124],"concept":[127,153,159,175,293,346,379],"similarity":[128,137,140,147,160,185,221,294,301,327,347,380],"measure":[129,141,161,233,295,319],"has":[131,320],"less":[132],"computational":[133],"complexity":[134],"than":[135],"graph-based":[136],"analyses.":[138],"intended":[143],"multiple":[149,329,367],"structures":[151,331,344],"[e.g.,":[152],"maps":[154],"(CMAPs)]":[155],"developed":[163],"based":[164],"feature-based":[167],"method":[168],"which":[170],"propositions":[171,194,362],"associated":[172],"with":[173,240],"are":[176,202,278,364,388],"considered":[177],"features":[179,323],"concept.":[182],"Therefore,":[183],"concepts":[187,201,223],"can":[188,215,285],"measured":[190],"by":[191,218,236,288,366],"comparing":[192,238],"concepts.":[197,368],"In":[198,274,384],"addition,":[199,385],"since":[200],"key":[204],"component":[205],"structure,":[209],"determined":[217],"measuring":[219],"proposed":[232,318],"evaluated":[235],"(1)":[237],"it":[239,264],"Dice":[242],"coefficient":[243],"analyzing":[245,251],"two":[246],"sets":[247],"concepts;":[249],"(2)":[250],"its":[252],"performance":[253],"generic":[256],"case":[257,267,306],"four":[259],"CMAPs;":[260],"(3)":[262],"applying":[263],"\u201cphotovoltaic":[269],"system\u201d":[270],"example.":[273],"case,":[276],"results":[277,284],"intuitively":[279],"obvious":[280],"so":[281],"calculation":[283],"corroborated":[287],"human":[289,359],"judgment.":[290],"Finally,":[291],"applied":[297],"derive":[299],"CMAPs":[303],"study.":[307],"Based":[308],"initial":[311],"evaluations,":[312],"shows":[315],"demonstrated":[321],"promising":[322],"determining":[325],"or":[332],"However,":[338],"when":[339],"number":[341],"increases,":[345],"analyses":[348],"become":[349],"more":[350],"complicated":[351],"because":[352],"uncertain":[353],"situations":[354],"arise":[355],"due":[356],"ambiguous":[358],"perception":[360],"shared":[365],"Future":[369],"research":[370],"thus":[372],"needed":[373],"understand":[375],"clearly":[377],"define":[378],"those":[382],"situations.":[383],"studies":[387],"also":[389],"identified":[390],"future":[392],"research.":[393]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}