{"id":"https://openalex.org/W7161010069","doi":"https://doi.org/10.3390/info17050470","title":"Exploratory Research of Integrating Large Language Models and Grounded Theory: Scientific and Technological Intelligence Case Study","display_name":"Exploratory Research of Integrating Large Language Models and Grounded Theory: Scientific and Technological Intelligence Case Study","publication_year":2026,"publication_date":"2026-05-12","ids":{"openalex":"https://openalex.org/W7161010069","doi":"https://doi.org/10.3390/info17050470"},"language":"en","primary_location":{"id":"doi:10.3390/info17050470","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info17050470","pdf_url":null,"source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/info17050470","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136082144","display_name":"Yi Chen","orcid":"https://orcid.org/0009-0007-1567-4218"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yi Chen","raw_affiliation_strings":["Electric Power Research Institute, State Grid Anhui Electric Power Co., Ltd., Hefei 230601, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, State Grid Anhui Electric Power Co., Ltd., Hefei 230601, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101921102","display_name":"Yang Wang","orcid":"https://orcid.org/0009-0004-5649-1133"},"institutions":[{"id":"https://openalex.org/I4210098976","display_name":"Weichai Power (China)","ror":"https://ror.org/00yyvv226","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["Weichai Power Co., Ltd., Weifang 261061, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Weichai Power Co., Ltd., Weifang 261061, China","institution_ids":["https://openalex.org/I4210098976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136076370","display_name":"Hao Xu","orcid":"https://orcid.org/0009-0002-9521-3668"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Xu","raw_affiliation_strings":["School of Management, Hefei University of Technology, Hefei 230009, China"],"raw_orcid":"https://orcid.org/0009-0002-9521-3668","affiliations":[{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076656655","display_name":"Anning Wang","orcid":"https://orcid.org/0000-0002-9036-9914"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anning Wang","raw_affiliation_strings":["School of Management, Hefei University of Technology, Hefei 230009, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei 230009, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.58845096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"5","first_page":"470","last_page":"470"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.2483000010251999,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.2483000010251999,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.08190000057220459,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T11024","display_name":"Information Systems Theories and Implementation","score":0.049800001084804535,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/grounded-theory","display_name":"Grounded theory","score":0.5133000016212463},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.41850000619888306},{"id":"https://openalex.org/keywords/tacit-knowledge","display_name":"Tacit knowledge","score":0.35920000076293945},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.3522000014781952},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.3456000089645386},{"id":"https://openalex.org/keywords/data-access-layer","display_name":"Data access layer","score":0.34470000863075256},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.3296999931335449},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.313400000333786}],"concepts":[{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.6589999794960022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6360999941825867},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.5133000016212463},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.41850000619888306},{"id":"https://openalex.org/C2779561248","wikidata":"https://www.wikidata.org/wiki/Q743861","display_name":"Tacit knowledge","level":2,"score":0.35920000076293945},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3562999963760376},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3522000014781952},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3456000089645386},{"id":"https://openalex.org/C20277647","wikidata":"https://www.wikidata.org/wiki/Q5227234","display_name":"Data access layer","level":3,"score":0.34470000863075256},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.3296999931335449},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3005000054836273},{"id":"https://openalex.org/C2777655877","wikidata":"https://www.wikidata.org/wiki/Q3475740","display_name":"Design science research","level":3,"score":0.3003000020980835},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.2915000021457672},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2888000011444092},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2888000011444092},{"id":"https://openalex.org/C130631938","wikidata":"https://www.wikidata.org/wiki/Q144894","display_name":"Intellectualization","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C56289545","wikidata":"https://www.wikidata.org/wiki/Q6423376","display_name":"Knowledge integration","level":3,"score":0.27000001072883606},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.25839999318122864},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2556999921798706},{"id":"https://openalex.org/C2777960535","wikidata":"https://www.wikidata.org/wiki/Q131508","display_name":"Enterprise resource planning","level":2,"score":0.2531999945640564}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/info17050470","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info17050470","pdf_url":null,"source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:da5ae5b64a6040ccb523957a41d3e607","is_oa":true,"landing_page_url":"https://doaj.org/article/da5ae5b64a6040ccb523957a41d3e607","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 17, Iss 5, p 470 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info17050470","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info17050470","pdf_url":null,"source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2146691185","https://openalex.org/W2782408384","https://openalex.org/W3191703922","https://openalex.org/W4221091084","https://openalex.org/W4226176334","https://openalex.org/W4389431401","https://openalex.org/W4400485080","https://openalex.org/W4403410623","https://openalex.org/W4406048065","https://openalex.org/W4407069381","https://openalex.org/W4412526376","https://openalex.org/W4414613299","https://openalex.org/W7092212662","https://openalex.org/W7127654019"],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1],"addresses":[2],"the":[3,29,52,107,123,139],"need":[4],"to":[5,50,81],"transform":[6],"enterprise":[7],"scientific":[8],"and":[9,55,84,102,119,135,138,153,180],"technological":[10],"intelligence":[11,129],"(STI)":[12],"services":[13,170],"from":[14],"a":[15,20,72,91,174],"discrete":[16],"resource-supply":[17],"model":[18],"toward":[19],"more":[21],"systematic":[22],"value-creation":[23],"approach,":[24],"an":[25,36,59,161],"important":[26],"challenge":[27],"in":[28,182],"digital":[30],"transformation":[31],"of":[32,58],"knowledge-intensive":[33],"industries.":[34],"As":[35],"exploratory":[37],"qualitative":[38,73],"inquiry,":[39],"this":[40,183],"work":[41],"combines":[42],"large":[43],"language":[44],"model-assisted":[45],"analysis":[46],"with":[47,69],"grounded":[48],"theory":[49],"examine":[51],"construction":[53],"logic":[54],"operational":[56],"mechanisms":[57],"embedded":[60,100,125,167],"intelligent":[61,151,168],"STI":[62,70,169],"service":[63,126],"system.":[64],"Drawing":[65],"on":[66,165],"in-depth":[67],"interviews":[68],"professionals,":[71],"corpus":[74],"was":[75],"analyzed":[76],"using":[77],"human\u2013machine":[78],"collaborative":[79],"coding":[80],"systematically":[82],"derive":[83],"organize":[85],"key":[86],"constructs.":[87],"The":[88,157],"findings":[89],"yield":[90],"preliminary":[92],"three-layer":[93],"conceptual":[94],"framework:":[95],"\u201csupply-demand":[96],"interactive":[97],"matching,":[98],"organizational":[99,124],"services,":[101],"digital-intelligent":[103,140],"platform":[104,141],"support.\u201d":[105],"Specifically,":[106],"supply\u2013demand":[108],"matching":[109],"layer":[110,127,143],"facilitates":[111],"targeted":[112],"alignment":[113],"through":[114,130],"demand":[115],"insight,":[116],"dynamic":[117],"response,":[118],"quality":[120],"closed-loop":[121],"management;":[122],"delivers":[128],"scenario":[131],"integration,":[132,134],"process":[133],"responsibility\u2013authority":[136],"integration;":[137],"support":[142],"enables":[144],"core":[145],"capabilities":[146],"via":[147],"data":[148],"element":[149],"induction,":[150],"diffusion,":[152],"tacit":[154],"knowledge":[155],"conversion.":[156],"proposed":[158],"framework":[159],"offers":[160],"initial,":[162],"structured":[163],"perspective":[164],"how":[166],"may":[171],"operate,":[172],"providing":[173],"foundational":[175],"reference":[176],"for":[177],"both":[178],"research":[179],"practice":[181],"emerging":[184],"domain.":[185]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-05-14T00:00:00"}
