{"id":"https://openalex.org/W4396641341","doi":"https://doi.org/10.51594/ijmer.v6i5.1096","title":"The role of AI-Driven predictive analytics in optimizing IT industry supply chains","display_name":"The role of AI-Driven predictive analytics in optimizing IT industry supply chains","publication_year":2024,"publication_date":"2024-05-04","ids":{"openalex":"https://openalex.org/W4396641341","doi":"https://doi.org/10.51594/ijmer.v6i5.1096"},"language":"en","primary_location":{"id":"doi:10.51594/ijmer.v6i5.1096","doi":"https://doi.org/10.51594/ijmer.v6i5.1096","is_oa":true,"landing_page_url":"https://doi.org/10.51594/ijmer.v6i5.1096","pdf_url":null,"source":{"id":"https://openalex.org/S4210193368","display_name":"International Journal of Management & Entrepreneurship Research","issn_l":"2664-3588","issn":["2664-3588","2664-3596"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310321599","host_organization_name":"Fair East Publishers","host_organization_lineage":["https://openalex.org/P4310321599"],"host_organization_lineage_names":["Fair East Publishers"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Management &amp; Entrepreneurship Research","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.51594/ijmer.v6i5.1096","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114573875","display_name":"Godwin Nzeako","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Godwin Nzeako","raw_affiliation_strings":["Independent Researcher, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent Researcher, Finland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095905517","display_name":"Michael Oladipo Akinsanya","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Oladipo Akinsanya","raw_affiliation_strings":["Independent Researcher, Frisco, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent Researcher, Frisco, Texas, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095892847","display_name":"Oladapo Adeboye Popoola","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oladapo Adeboye Popoola","raw_affiliation_strings":["Business Full Spectrum, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business Full Spectrum, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095744649","display_name":"Excel Great Chukwurah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Excel G Chukwurah","raw_affiliation_strings":["Governance and Protected Data Organization, Google LLC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Governance and Protected Data Organization, Google LLC, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102655738","display_name":"Chukwuekem David Okeke","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chukwuekem David Okeke","raw_affiliation_strings":["Tranter IT Infrastructure Services Limited, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tranter IT Infrastructure Services Limited, Nigeria","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":21.3471,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.99655319,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"6","issue":"5","first_page":"1489","last_page":"1497"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.7354000210762024,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.7354000210762024,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.23989999294281006,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.021800000220537186,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ai-driven-predictive-analytics","display_name":"AI-driven predictive analytics","score":0.9819999933242798},{"id":"https://openalex.org/keywords/supply-chain-optimization","display_name":"supply chain optimization","score":0.972000002861023},{"id":"https://openalex.org/keywords/it-industry","display_name":"IT industry","score":0.8199999928474426},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"demand forecasting","score":0.9909999966621399},{"id":"https://openalex.org/keywords/inventory-management","display_name":"inventory management","score":1.0},{"id":"https://openalex.org/keywords/supplier-selection","display_name":"supplier selection","score":1.0},{"id":"https://openalex.org/keywords/supply-chain-risk-management","display_name":"supply chain risk management","score":0.9620000123977661},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.7609999775886536},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.8650000095367432},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8119999766349792},{"id":"https://openalex.org/keywords/data-quality","display_name":"data quality","score":0.8669999837875366},{"id":"https://openalex.org/keywords/organizational-resistance","display_name":"organizational resistance","score":0.8180000185966492},{"id":"https://openalex.org/keywords/stakeholder-engagement","display_name":"stakeholder engagement","score":0.746999979019165},{"id":"https://openalex.org/keywords/data-infrastructure","display_name":"data infrastructure","score":0.6240000128746033}],"concepts":[{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.8247352838516235},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7383992671966553},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6199852824211121},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.45079663395881653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44385960698127747},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4085797667503357},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33074623346328735},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1701085865497589},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.09643062949180603}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.51594/ijmer.v6i5.1096","doi":"https://doi.org/10.51594/ijmer.v6i5.1096","is_oa":true,"landing_page_url":"https://doi.org/10.51594/ijmer.v6i5.1096","pdf_url":null,"source":{"id":"https://openalex.org/S4210193368","display_name":"International Journal of Management & Entrepreneurship Research","issn_l":"2664-3588","issn":["2664-3588","2664-3596"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310321599","host_organization_name":"Fair East Publishers","host_organization_lineage":["https://openalex.org/P4310321599"],"host_organization_lineage_names":["Fair East Publishers"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Management &amp; Entrepreneurship Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.51594/ijmer.v6i5.1096","doi":"https://doi.org/10.51594/ijmer.v6i5.1096","is_oa":true,"landing_page_url":"https://doi.org/10.51594/ijmer.v6i5.1096","pdf_url":null,"source":{"id":"https://openalex.org/S4210193368","display_name":"International Journal of Management & Entrepreneurship Research","issn_l":"2664-3588","issn":["2664-3588","2664-3596"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310321599","host_organization_name":"Fair East Publishers","host_organization_lineage":["https://openalex.org/P4310321599"],"host_organization_lineage_names":["Fair East Publishers"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Management &amp; Entrepreneurship Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.8970999717712402,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W605142593","https://openalex.org/W2074375935","https://openalex.org/W2082396344","https://openalex.org/W2099385862","https://openalex.org/W2117871237","https://openalex.org/W2125186487","https://openalex.org/W2467694619","https://openalex.org/W2884571067","https://openalex.org/W2952680377","https://openalex.org/W3047031799","https://openalex.org/W3112603225","https://openalex.org/W3142712062","https://openalex.org/W3174311899","https://openalex.org/W3185283549","https://openalex.org/W3192208786","https://openalex.org/W3207988956","https://openalex.org/W3210165781","https://openalex.org/W4317786883","https://openalex.org/W4386709381","https://openalex.org/W4387397415","https://openalex.org/W4390752152","https://openalex.org/W4391285276","https://openalex.org/W4391285291","https://openalex.org/W4391579939","https://openalex.org/W4391706801","https://openalex.org/W4391898477","https://openalex.org/W4391968801","https://openalex.org/W4392431932","https://openalex.org/W4392884742","https://openalex.org/W4400762238"],"related_works":["https://openalex.org/W7172151914","https://openalex.org/W4410144651","https://openalex.org/W4414339868","https://openalex.org/W4409679011","https://openalex.org/W4416549153","https://openalex.org/W6949412727","https://openalex.org/W4411616071","https://openalex.org/W7151282697","https://openalex.org/W4412482208","https://openalex.org/W7154971903"],"abstract_inverted_index":{"This":[0,81],"review":[1],"paper":[2,82],"examines":[3],"the":[4,17,50,59,85,114],"pivotal":[5],"role":[6],"of":[7,52,116],"AI-driven":[8,117,125],"predictive":[9,29,118],"analytics":[10,30,119],"in":[11,95,120],"optimizing":[12],"supply":[13,48,96,121],"chain":[14,122],"operations":[15],"within":[16],"IT":[18,131],"industry.":[19],"By":[20],"leveraging":[21],"machine":[22],"learning,":[23,25],"deep":[24],"and":[26,40,64,78,92,98,111],"neural":[27],"networks,":[28],"can":[31],"significantly":[32],"enhance":[33],"demand":[34],"forecasting,":[35],"inventory":[36],"management,":[37],"supplier":[38],"selection,":[39],"risk":[41],"management.":[42],"Despite":[43],"its":[44],"potential":[45],"to":[46,84],"revolutionize":[47],"chains,":[49],"integration":[51],"AI":[53],"faces":[54],"challenges,":[55],"including":[56],"data":[57,74],"quality,":[58],"need":[60],"for":[61,101,109],"skilled":[62],"personnel,":[63],"organizational":[65],"resistance.":[66],"Strategic":[67,135],"implementation":[68],"approaches":[69],"are":[70],"discussed,":[71],"emphasizing":[72],"robust":[73],"infrastructure,":[75],"stakeholder":[76],"engagement,":[77],"continuous":[79],"innovation.":[80],"contributes":[83],"academic":[86],"discourse":[87],"by":[88],"highlighting":[89],"AI's":[90],"economic":[91],"social":[93],"implications":[94],"chains":[97],"suggesting":[99],"directions":[100],"future":[102],"research.":[103],"It":[104],"is":[105],"a":[106],"comprehensive":[107],"guide":[108],"practitioners":[110],"academics":[112],"navigating":[113],"complexities":[115],"optimization.":[123],"Keywords:":[124],"Predictive":[126],"Analytics,":[127],"Supply":[128],"Chain":[129],"Optimization,":[130],"Industry,":[132],"Machine":[133],"Learning,":[134],"Implementation.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":27}],"updated_date":"2026-10-24T09:50:30.924529","created_date":"2024-05-05T00:00:00"}
