{"id":"https://openalex.org/W4403222425","doi":"https://doi.org/10.1108/ecam-05-2023-0527","title":"Intelligent identification of risks in construction contract clauses based on semantic reasoning","display_name":"Intelligent identification of risks in construction contract clauses based on semantic reasoning","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403222425","doi":"https://doi.org/10.1108/ecam-05-2023-0527"},"language":"en","primary_location":{"id":"doi:10.1108/ecam-05-2023-0527","doi":"https://doi.org/10.1108/ecam-05-2023-0527","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ecam-05-2023-0527","pdf_url":null,"source":{"id":"https://openalex.org/S120049674","display_name":"Engineering Construction & Architectural Management","issn_l":"0969-9988","issn":["0969-9988","1365-232X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","cwts-core","dongbi-d","fnege-4","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering, Construction and Architectural Management","raw_type":"journal-article"},"volume":null,"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/A5081541064","display_name":"Hong Ming Zhou","orcid":"https://orcid.org/0000-0003-0502-6659","observed_orcids":["https://orcid.org/0000-0003-0502-6659"]},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Zhou","raw_affiliation_strings":["School of Architecture and Civil Engineering, Xiamen University , ,","School of Architecture and Civil Engineering, Xiamen University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Civil Engineering, Xiamen University , ,","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"School of Architecture and Civil Engineering, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016290671","display_name":"Li Zhou","orcid":"https://orcid.org/0000-0003-3874-4833","observed_orcids":["https://orcid.org/0000-0003-3874-4833"]},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhou","raw_affiliation_strings":["School of Architecture and Civil Engineering, Xiamen University , ,","School of Architecture and Civil Engineering, Xiamen University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Civil Engineering, Xiamen University , ,","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"School of Architecture and Civil Engineering, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111047824","display_name":"Binwei Gao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binwei Gao","raw_affiliation_strings":["School of Architecture and Civil Engineering, Xiamen University , ,","School of Architecture and Civil Engineering, Xiamen University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Civil Engineering, Xiamen University , ,","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"School of Architecture and Civil Engineering, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103907994","display_name":"Wen Jing Huang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Huang","raw_affiliation_strings":["School of Architecture and Civil Engineering, Xiamen University , ,","School of Architecture and Civil Engineering, Xiamen University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Civil Engineering, Xiamen University , ,","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"School of Architecture and Civil Engineering, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014067984","display_name":"Wenlu Huang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenlu Huang","raw_affiliation_strings":["School of Architecture and Civil Engineering, Xiamen University , ,","School of Architecture and Civil Engineering, Xiamen University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Civil Engineering, Xiamen University , ,","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"School of Architecture and Civil Engineering, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026676538","display_name":"Jian Zuo","orcid":"https://orcid.org/0000-0002-8279-9666","observed_orcids":["https://orcid.org/0000-0002-8279-9666","https://orcid.org/0000-0002-1649-3343"]},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I4405259444","https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jian Zuo","raw_affiliation_strings":["School of Architecture and Civil Engineering, The University of Adelaide , ,","School of Architecture and Civil Engineering, The University of Adelaide, Adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8279-9666","affiliations":[{"raw_affiliation_string":"School of Architecture and Civil Engineering, The University of Adelaide , ,","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"School of Architecture and Civil Engineering, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078076852","display_name":"Xianbo Zhao","orcid":"https://orcid.org/0000-0003-0153-5173","observed_orcids":["https://orcid.org/0000-0003-0153-5173"]},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xianbo Zhao","raw_affiliation_strings":["School of Engineering and Technology, Central Queensland University , ,","School of Engineering and Technology, Central Queensland University, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Technology, Central Queensland University , ,","institution_ids":["https://openalex.org/I74899385"]},{"raw_affiliation_string":"School of Engineering and Technology, Central Queensland University, Sydney, Australia","institution_ids":["https://openalex.org/I74899385"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.128,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.98422327,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"32","issue":"10","first_page":"6593","last_page":"6626"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.7134000062942505,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.7134000062942505,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.1738000065088272,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.01730000041425228,"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/construction-contracts","display_name":"construction contracts","score":0.8640000224113464},{"id":"https://openalex.org/keywords/contract-clauses","display_name":"contract clauses","score":0.777999997138977},{"id":"https://openalex.org/keywords/risk-identification","display_name":"risk identification","score":0.8690000176429749},{"id":"https://openalex.org/keywords/semantic-reasoning","display_name":"semantic reasoning","score":0.7990000247955322},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"natural language processing","score":0.7409999966621399},{"id":"https://openalex.org/keywords/ontology-information-science","display_name":"ontology (information science)","score":0.6389999985694885},{"id":"https://openalex.org/keywords/contract-review","display_name":"contract review","score":0.6150000095367432},{"id":"https://openalex.org/keywords/construction-disputes","display_name":"construction disputes","score":0.8450000286102295}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6580505967140198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5800528526306152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40665486454963684},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.37517112493515015},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ecam-05-2023-0527","doi":"https://doi.org/10.1108/ecam-05-2023-0527","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ecam-05-2023-0527","pdf_url":null,"source":{"id":"https://openalex.org/S120049674","display_name":"Engineering Construction & Architectural Management","issn_l":"0969-9988","issn":["0969-9988","1365-232X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","cwts-core","dongbi-d","fnege-4","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering, Construction and Architectural Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Peace, justice, and strong institutions","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/16"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1554270776","https://openalex.org/W1756422141","https://openalex.org/W1982241966","https://openalex.org/W2017242953","https://openalex.org/W2017586598","https://openalex.org/W2024188722","https://openalex.org/W2028626698","https://openalex.org/W2040066055","https://openalex.org/W2042037135","https://openalex.org/W2046787075","https://openalex.org/W2056918233","https://openalex.org/W2065809552","https://openalex.org/W2066149784","https://openalex.org/W2073559380","https://openalex.org/W2074066407","https://openalex.org/W2076383389","https://openalex.org/W2081521867","https://openalex.org/W2086776298","https://openalex.org/W2089579615","https://openalex.org/W2092654185","https://openalex.org/W2102913620","https://openalex.org/W2105163415","https://openalex.org/W2124957697","https://openalex.org/W2157164958","https://openalex.org/W2159115234","https://openalex.org/W2168852042","https://openalex.org/W2171313960","https://openalex.org/W2325489703","https://openalex.org/W2347658236","https://openalex.org/W2509603373","https://openalex.org/W2509939490","https://openalex.org/W2626596183","https://openalex.org/W2769241325","https://openalex.org/W2804062678","https://openalex.org/W2804560128","https://openalex.org/W2808879859","https://openalex.org/W2886905685","https://openalex.org/W2900692074","https://openalex.org/W2905963497","https://openalex.org/W2909418764","https://openalex.org/W2919811233","https://openalex.org/W2946870890","https://openalex.org/W2977703886","https://openalex.org/W3005595604","https://openalex.org/W3008124430","https://openalex.org/W3116243135","https://openalex.org/W3144691914","https://openalex.org/W3158465366","https://openalex.org/W3164188117","https://openalex.org/W3180168080","https://openalex.org/W4206572107","https://openalex.org/W4234928302","https://openalex.org/W4284886889","https://openalex.org/W4293690910","https://openalex.org/W4378635602","https://openalex.org/W4388094126","https://openalex.org/W4391609847"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Purpose":[0],"The":[1,12,31,60,183,202],"number":[2],"of":[3,17,97,120,132,153,178,208,212,241],"construction":[4,21,40,100,137,158,179,190],"dispute":[5],"cases":[6],"has":[7],"surged":[8],"in":[9,99,135,156,196,224,255],"recent":[10],"years.":[11],"effective":[13],"exploration":[14],"and":[15,54,70,117,126,141,161,210,231,250],"management":[16],"risks":[18,37,98,223],"associated":[19,38],"with":[20,39,227],"contracts":[22,42,191],"helps":[23],"to":[24,34,76,88,236],"directly":[25],"enhance":[26],"the":[27,36,67,78,94,114,128,149,174,213,222,237,242,252],"overall":[28],"project":[29,41],"performance.":[30],"existing":[32,61],"approaches":[33,63],"identify":[35,221],"have":[43],"a":[44,90,136,157,200,205],"heavy":[45],"reliance":[46],"on":[47,104],"manual":[48],"review":[49,249],"techniques,":[50],"which":[51],"are":[52,164],"inefficient":[53],"highly":[55],"restricted":[56],"by":[57,187],"personnel":[58],"experience.":[59],"intelligent":[62,95,175],"only":[64],"work":[65],"for":[66,81,93,144,166],"contract":[68,82,101,121,138,180,225,248,256],"query":[69],"storage.":[71],"Hence,":[72],"it":[73],"is":[74,185],"necessary":[75],"improve":[77],"intelligence":[79],"level":[80,207],"risk":[83,145,176,257],"management.":[84,258],"This":[85,109,217],"study":[86,172],"aims":[87],"propose":[89],"novel":[91,218],"method":[92,111,184,219],"identification":[96,177],"clauses":[102,122,134,155,226],"based":[103],"natural":[105],"language":[106],"processing.":[107],"Design/methodology/approach":[108],"proposed":[110,214],"can":[112,220,245],"formalize":[113],"linguistic":[115],"logic":[116],"semantic":[118,151,167,238],"information":[119,152],"into":[123,139],"multiple":[124],"triples":[125],"transform":[127],"structural":[129],"processing":[130],"results":[131,203],"general":[133],"rights":[140,160],"interests":[142,162],"rules":[143,163],"review.":[146],"In":[147],"addition,":[148],"core":[150],"special":[154],"contract,":[159],"used":[165],"conflict":[168],"detection.":[169],"Finally,":[170],"this":[171],"achieves":[173],"clauses.":[181],"Findings":[182],"verified":[186],"selecting":[188],"several":[189],"that":[192],"had":[193],"been":[194],"applied":[195],"engineering":[197],"contracting":[198],"as":[199],"corpus.":[201],"showed":[204],"high":[206],"accuracy":[209],"applicability":[211],"method.":[215],"Originality/value":[216],"complex":[228],"syntactic":[229],"structures":[230],"realize":[232],"rule":[233],"extension":[234],"according":[235],"relation":[239],"network":[240],"ontology.":[243],"It":[244],"support":[246],"efficient":[247],"assist":[251],"decision-making":[253],"process":[254]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}
