{"id":"https://openalex.org/W4392942467","doi":"https://doi.org/10.1109/icses60034.2023.10465323","title":"Uncovering the Clusters of Economic Growth and Globalisation Research Using Topic Modelling: A Machine Learning Perspective","display_name":"Uncovering the Clusters of Economic Growth and Globalisation Research Using Topic Modelling: A Machine Learning Perspective","publication_year":2023,"publication_date":"2023-12-14","ids":{"openalex":"https://openalex.org/W4392942467","doi":"https://doi.org/10.1109/icses60034.2023.10465323"},"language":"en","primary_location":{"id":"doi:10.1109/icses60034.2023.10465323","doi":"https://doi.org/10.1109/icses60034.2023.10465323","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icses60034.2023.10465323","pdf_url":null,"source":{"id":"https://openalex.org/S4363607988","display_name":"International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4392942467"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5025173365","display_name":"Hanna Olasiuk","orcid":"https://orcid.org/0000-0003-3257-225X","observed_orcids":["https://orcid.org/0000-0003-3257-225X"]},"institutions":[{"id":"https://openalex.org/I4210129200","display_name":"O. P. Jindal Global University","ror":"https://ror.org/03j2ta742","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210129200"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hanna Olasiuk","raw_affiliation_strings":["OP Jindal Global University,Jindal Global Business School,Sonipat,Haryana,India","Jindal Global Business School, OP Jindal Global University, Sonipat, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"OP Jindal Global University,Jindal Global Business School,Sonipat,Haryana,India","institution_ids":["https://openalex.org/I4210129200"]},{"raw_affiliation_string":"Jindal Global Business School, OP Jindal Global University, Sonipat, Haryana, India","institution_ids":["https://openalex.org/I4210129200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073240213","display_name":"Sanjeev Kumar","orcid":"https://orcid.org/0000-0003-0630-0349","observed_orcids":["https://orcid.org/0000-0003-0630-0349"]},"institutions":[{"id":"https://openalex.org/I4210129200","display_name":"O. P. Jindal Global University","ror":"https://ror.org/03j2ta742","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210129200"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjeev Kumar","raw_affiliation_strings":["OP Jindal Global University,Jindal Global Business School,Sonipat,Haryana,India","Jindal Global Business School, OP Jindal Global University, Sonipat, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"OP Jindal Global University,Jindal Global Business School,Sonipat,Haryana,India","institution_ids":["https://openalex.org/I4210129200"]},{"raw_affiliation_string":"Jindal Global Business School, OP Jindal Global University, Sonipat, Haryana, India","institution_ids":["https://openalex.org/I4210129200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104260728","display_name":"Sudhanshu Singh","orcid":"https://orcid.org/0009-0001-4721-6971","observed_orcids":["https://orcid.org/0009-0001-4721-6971"]},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sudhanshu Singh","raw_affiliation_strings":["Galgotias University,School of Business,Gautam Buddh Nagar,Uttar Pradesh,India","School of Business, Galgotias University, Gautam Buddh Nagar, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Galgotias University,School of Business,Gautam Buddh Nagar,Uttar Pradesh,India","institution_ids":["https://openalex.org/I155125381"]},{"raw_affiliation_string":"School of Business, Galgotias University, Gautam Buddh Nagar, Uttar Pradesh, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004545451","display_name":"Tetiana Ganushchak","orcid":"https://orcid.org/0000-0001-6677-3311","observed_orcids":["https://orcid.org/0000-0001-6677-3311","https://orcid.org/0000-0002-7391-3308"]},"institutions":[{"id":"https://openalex.org/I185520838","display_name":"State University of Trade and Economics","ror":"https://ror.org/03r6hpz93","country_code":"UA","type":"education","lineage":["https://openalex.org/I185520838"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Tetiana Ganushchak","raw_affiliation_strings":["State University of Trade and Economics,Economic and Finance Enterprise Department,Kyiv,Ukraine","Economic and Finance Enterprise Department, State University of Trade and Economics, Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State University of Trade and Economics,Economic and Finance Enterprise Department,Kyiv,Ukraine","institution_ids":["https://openalex.org/I185520838"]},{"raw_affiliation_string":"Economic and Finance Enterprise Department, State University of Trade and Economics, Kyiv, Ukraine","institution_ids":["https://openalex.org/I185520838"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8614,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67862329,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"05","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14503","display_name":"Globalization, Economics, and Policies","score":0.8657000064849854,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14503","display_name":"Globalization, Economics, and Policies","score":0.8657000064849854,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10393","display_name":"Economic Growth and Productivity","score":0.06560000032186508,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13867","display_name":"Economic Growth and Development","score":0.016200000420212746,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/economic-growth","display_name":"economic growth","score":1.0},{"id":"https://openalex.org/keywords/globalization","display_name":"globalization","score":0.9990000128746033},{"id":"https://openalex.org/keywords/research-trends","display_name":"research trends","score":0.6179999709129333},{"id":"https://openalex.org/keywords/thematic-clusters","display_name":"thematic clusters","score":0.7369999885559082},{"id":"https://openalex.org/keywords/structural-topic-modeling","display_name":"structural topic modeling","score":0.8949999809265137},{"id":"https://openalex.org/keywords/personal-development","display_name":"human development","score":0.8519999980926514},{"id":"https://openalex.org/keywords/technology-and-economic-growth","display_name":"technology and economic growth","score":0.8889999985694885},{"id":"https://openalex.org/keywords/environmental-impact-of-economic-growth","display_name":"environmental impact of economic growth","score":0.7269999980926514},{"id":"https://openalex.org/keywords/international-trade","display_name":"international trade","score":0.9900000095367432},{"id":"https://openalex.org/keywords/economic-policy","display_name":"economic policy","score":0.8669999837875366},{"id":"https://openalex.org/keywords/manufacturing-and-service-sectors","display_name":"manufacturing and service industries","score":0.5490000247955322}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.8170333504676819},{"id":"https://openalex.org/C2119116","wikidata":"https://www.wikidata.org/wiki/Q7181","display_name":"Globalization","level":2,"score":0.6549097895622253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5474957227706909},{"id":"https://openalex.org/C63504599","wikidata":"https://www.wikidata.org/wiki/Q2339766","display_name":"Economic globalization","level":3,"score":0.4447574019432068},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43774348497390747},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40019547939300537},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38118043541908264},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.38053280115127563},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.20773550868034363},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icses60034.2023.10465323","doi":"https://doi.org/10.1109/icses60034.2023.10465323","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icses60034.2023.10465323","pdf_url":null,"source":{"id":"https://openalex.org/S4363607988","display_name":"International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.7257999777793884,"display_name":"Decent work and economic growth"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1004814664","https://openalex.org/W1525434401","https://openalex.org/W1993666940","https://openalex.org/W1997222271","https://openalex.org/W2068703184","https://openalex.org/W2124866803","https://openalex.org/W2187586690","https://openalex.org/W2223092947","https://openalex.org/W2504758218","https://openalex.org/W2755950973","https://openalex.org/W2899874970","https://openalex.org/W2982912845","https://openalex.org/W3021484389","https://openalex.org/W3124006669","https://openalex.org/W3125006743","https://openalex.org/W4237575157","https://openalex.org/W4242813322","https://openalex.org/W4283768955","https://openalex.org/W4327969662","https://openalex.org/W4366178713"],"related_works":["https://openalex.org/W4390616220","https://openalex.org/W4409259885","https://openalex.org/W4414862297","https://openalex.org/W4411500066","https://openalex.org/W4411179450","https://openalex.org/W4395454588","https://openalex.org/W4410090645","https://openalex.org/W4395031160","https://openalex.org/W3143255523","https://openalex.org/W4400260892"],"abstract_inverted_index":{"Economic":[0,69,75,80,85,92],"growth":[1,54,70,76,81,86,93,109,156,176],"and":[2,17,28,55,71,77,82,87,90,94,110,123,152,160,177,205],"globalisation":[3],"are":[4],"intricately":[5],"linked,":[6],"constituting":[7],"a":[8,23,29,37,196],"dynamic":[9],"relationship":[10,106],"that":[11],"shapes":[12],"the":[13,50,105,116,131,140,143,158,168,172],"trajectory":[14],"of":[15,25,39,52,59,115,130,146,174,184],"nations":[16],"their":[18],"development.":[19],"This":[20,163],"research":[21,41,137],"employs":[22],"combination":[24],"bibliometric":[26],"analysis":[27],"machine":[30,150],"learning":[31],"technique":[32],"(structural":[33],"topic":[34,61],"modelling)":[35],"on":[36],"dataset":[38],"1255":[40],"articles":[42,128],"from":[43],"Elsevier\u2019s":[44],"Scopus":[45],"database":[46],"spanning":[47],"2002-2022":[48],"in":[49,157,166,171,187],"field":[51],"economic":[53,108,175],"globalisation.":[56,178],"The":[57,97,118,134],"outcomes":[58],"structural":[60],"modelling":[62],"unveil":[63],"five":[64],"distinct":[65],"thematic":[66],"clusters:":[67],"i)":[68],"human":[72],"development,":[73],"ii)":[74],"technology,":[78],"iii)":[79],"environment,":[83],"iv)":[84],"foreign":[88,111],"trade,":[89,112],"v)":[91],"policy":[95],"decisions.":[96],"largest":[98],"cluster":[99],"is":[100],"Topic":[101],"4":[102],"which":[103],"explores":[104],"between":[107],"representing":[113],"33.7%":[114],"corpus.":[117],"prominent":[119],"journal,":[120],"\"Environmental":[121],"Science":[122],"Pollution":[124],"Research,\"":[125],"contributes":[126],"90":[127],"(7.2%":[129],"total":[132],"articles).":[133],"study\u2019s":[135],"forthcoming":[136],"goals":[138],"emphasise":[139],"necessity":[141],"for":[142,195],"efficient":[144],"utilisation":[145],"digital":[147],"technologies,":[148],"automation,":[149],"learning,":[151],"interconnectedness":[153],"to":[154],"promote":[155],"manufacturing":[159],"services":[161],"sectors.":[162],"will":[164],"help":[165],"fetching":[167],"best":[169],"results":[170,180],"integration":[173],"These":[179,190],"enhance":[181],"our":[182],"understanding":[183],"key":[185],"areas":[186],"this":[188],"field.":[189],"findings":[191],"hold":[192],"significant":[193],"importance":[194],"wide":[197],"audience,":[198],"encompassing":[199],"regulators,":[200],"policymakers,":[201],"scholars,":[202],"financial":[203],"institutions,":[204],"industry":[206],"professionals.":[207]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2024-03-20T00:00:00"}