{"id":"https://openalex.org/W7133335471","doi":"https://doi.org/10.1109/tem.2026.3670398","title":"Large Language Model-Driven Framework for Dynamic Stakeholder-Associated Issues Analysis in Mega Infrastructure Projects","display_name":"Large Language Model-Driven Framework for Dynamic Stakeholder-Associated Issues Analysis in Mega Infrastructure Projects","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7133335471","doi":"https://doi.org/10.1109/tem.2026.3670398"},"language":null,"primary_location":{"id":"doi:10.1109/tem.2026.3670398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2026.3670398","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","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/A5116771350","display_name":"Ruiyang Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ruiyang Ma","raw_affiliation_strings":["Department of Building and Real Estate, The Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-9045-0360","affiliations":[{"raw_affiliation_string":"Department of Building and Real Estate, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125162369","display_name":"Geoffrey Qiping Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Geoffrey Qiping Shen","raw_affiliation_strings":["Department of Building and Real Estate, The Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-3111-2019","affiliations":[{"raw_affiliation_string":"Department of Building and Real Estate, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5127911182","display_name":"Jin Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jin Xue","raw_affiliation_strings":["School of Project Management, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0001-9653-1022","affiliations":[{"raw_affiliation_string":"School of Project Management, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26862526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"73","issue":null,"first_page":"2629","last_page":"2652"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10395","display_name":"Construction Project Management and Performance","score":0.2858999967575073,"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/T10395","display_name":"Construction Project Management and Performance","score":0.2858999967575073,"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/T11006","display_name":"BIM and Construction Integration","score":0.05119999870657921,"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/T11121","display_name":"Public Relations and Crisis Communication","score":0.028699999675154686,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.7085999846458435},{"id":"https://openalex.org/keywords/stakeholder-analysis","display_name":"Stakeholder analysis","score":0.6101999878883362},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5809000134468079},{"id":"https://openalex.org/keywords/stakeholder-engagement","display_name":"Stakeholder engagement","score":0.5464000105857849},{"id":"https://openalex.org/keywords/project-stakeholder","display_name":"Project stakeholder","score":0.47909998893737793},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4325000047683716},{"id":"https://openalex.org/keywords/mega","display_name":"Mega-","score":0.3991999924182892},{"id":"https://openalex.org/keywords/critical-success-factor","display_name":"Critical success factor","score":0.3977000117301941}],"concepts":[{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.7085999846458435},{"id":"https://openalex.org/C195813598","wikidata":"https://www.wikidata.org/wiki/Q474460","display_name":"Stakeholder analysis","level":3,"score":0.6101999878883362},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5809000134468079},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5706999897956848},{"id":"https://openalex.org/C2780984029","wikidata":"https://www.wikidata.org/wiki/Q2930198","display_name":"Stakeholder engagement","level":2,"score":0.5464000105857849},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.48910000920295715},{"id":"https://openalex.org/C118846928","wikidata":"https://www.wikidata.org/wiki/Q2658317","display_name":"Project stakeholder","level":5,"score":0.47909998893737793},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4325000047683716},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4009000062942505},{"id":"https://openalex.org/C2781078984","wikidata":"https://www.wikidata.org/wiki/Q107205","display_name":"Mega-","level":2,"score":0.3991999924182892},{"id":"https://openalex.org/C18806943","wikidata":"https://www.wikidata.org/wiki/Q223210","display_name":"Critical success factor","level":2,"score":0.3977000117301941},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.3521000146865845},{"id":"https://openalex.org/C2780504989","wikidata":"https://www.wikidata.org/wiki/Q2742037","display_name":"Dynamic capabilities","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C2781206490","wikidata":"https://www.wikidata.org/wiki/Q59751","display_name":"Stakeholder management","level":3,"score":0.3481999933719635},{"id":"https://openalex.org/C153517457","wikidata":"https://www.wikidata.org/wiki/Q4041443","display_name":"Integrated project delivery","level":3,"score":0.34040001034736633},{"id":"https://openalex.org/C18785705","wikidata":"https://www.wikidata.org/wiki/Q1931373","display_name":"Scenario analysis","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.31450000405311584},{"id":"https://openalex.org/C15952604","wikidata":"https://www.wikidata.org/wiki/Q179012","display_name":"Project management","level":2,"score":0.31369999051094055},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.310699999332428},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.296999990940094},{"id":"https://openalex.org/C9586889","wikidata":"https://www.wikidata.org/wiki/Q5575167","display_name":"Goal modeling","level":4,"score":0.29089999198913574}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2026.3670398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2026.3670398","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5727362632751465,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,171],"complexity":[1],"and":[2,30,34,62,100,132,181,198,225,235,283],"dynamic":[3,48,71,90,207,236,244,292],"nature":[4],"of":[5,17,23,98,103,147,200,291,298],"megaprojects":[6],"necessitate":[7],"effective":[8,25],"stakeholder":[9,49,72,134,215,293],"engagement":[10,73,135,216,294],"strategies":[11,136,231,285],"to":[12,27,115,129,193,219,262,286],"ensure":[13],"the":[14,21,38,95,101,148,162,196,201,205,220,288,296],"successful":[15],"achievement":[16],"project":[18,41,120,169],"objectives.":[19],"However,":[20],"lack":[22],"an":[24,82,241,248],"framework":[26,164,217],"uncover":[28],"interactions":[29,105],"trends":[31],"between":[32],"stakeholders":[33,99,112],"associated":[35],"issues":[36,108,117],"within":[37],"vast,":[39],"encapsulated":[40],"data":[42],"is":[43],"a":[44,143,214,253,258,272],"key":[45,179],"factor":[46],"hindering":[47],"engagement.":[50,237],"Traditional":[51],"methods":[52],"are":[53],"constrained":[54],"by":[55,165],"time-consuming,":[56],"limited":[57],"semantic":[58],"interpretability,":[59],"accuracy":[60,197],"issues,":[61,177],"weak":[63],"reasoning":[64],"capabilities,":[65],"making":[66],"them":[67],"insufficient":[68],"for":[69,137,232],"addressing":[70],"challenges.":[74],"To":[75],"address":[76,287],"this":[77,79,159],"gap,":[78],"research":[80],"introduced":[81,240],"integrated":[83,242],"LLM-TOT":[84,206,243],"(Large":[85],"Language":[86],"Model-Topic":[87],"over":[88,109],"Time)":[89],"analysis":[91,102,172,208,245],"method":[92,246],"that":[93,251,277],"enables":[94],"automated":[96],"identification":[97],"their":[104,182],"with":[106,257,280],"relevant":[107,116],"time,":[110],"prioritizing":[111],"directly":[113],"linked":[114],"at":[118],"each":[119],"phase.":[121],"Dynamic":[122,273],"Stakeholder":[123,274],"Engagement":[124,275],"Strategies":[125],"Framework":[126,276],"was":[127,223],"proposed":[128,163],"provide":[130],"efficient":[131],"adaptive":[133],"mega":[138],"infrastructure":[139],"projects":[140],"(MIPs).":[141],"Using":[142],"14-year":[144],"case":[145],"study":[146,160,239],"Hong":[149],"Kong":[150],"International":[151],"Airport":[152],"Third":[153],"Runway":[154],"System":[155],"(HKIA":[156],"3RS)":[157],"project,":[158],"validated":[161],"analyzing":[166],"1,323":[167],"official":[168],"documents.":[170],"identified":[173],"16":[174],"critical":[175],"stakeholder-associated":[176],"43":[178],"stakeholders,":[180],"relevance,":[183],"which":[184],"were":[185,191],"systematically":[186],"scored.":[187],"Two":[188],"validation":[189],"experiments":[190],"conducted":[192],"rigorously":[194],"evaluate":[195],"reliability":[199],"results":[202],"derived":[203],"from":[204],"method.":[209],"Based":[210],"on":[211],"these":[212],"findings,":[213],"tailored":[218],"HKIA":[221],"3RS":[222],"developed":[224],"verified":[226],"against":[227],"real-world":[228],"practices,":[229],"offering":[230],"phase-specific,":[233],"issue-level,":[234],"This":[238],"as":[247],"innovative":[249],"application":[250],"connects":[252],"standard":[254],"TOT":[255],"model":[256],"commercially":[259],"available":[260],"LLM":[261],"analyze":[263],"stakeholder-issue":[264],"dynamics":[265],"in":[266],"MIPs.":[267,299],"In":[268],"addition,":[269],"it":[270],"presented":[271],"equips":[278],"decision-makers":[279],"targeted,":[281],"systematic,":[282],"actionable":[284],"\u201chow-to\u201d":[289],"challenges":[290],"throughout":[295],"lifecycle":[297]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-04T00:00:00"}