{"id":"https://openalex.org/W3199736037","doi":"https://doi.org/10.1155/2021/5241921","title":"Management Problems of Modern Logistics Information System Based on Data Mining","display_name":"Management Problems of Modern Logistics Information System Based on Data Mining","publication_year":2021,"publication_date":"2021-09-20","ids":{"openalex":"https://openalex.org/W3199736037","doi":"https://doi.org/10.1155/2021/5241921","mag":"3199736037"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5241921","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5241921","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/5241921.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/misy/2021/5241921.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021005919","display_name":"Enhou Zu","orcid":null},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enhou Zu","raw_affiliation_strings":["School of Management, Henan University of Science & Technology, Luoyang City Kaiyuan Avenue, Luoyang 471023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Henan University of Science & Technology, Luoyang City Kaiyuan Avenue, Luoyang 471023, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080132497","display_name":"Ming\u2010Hung Shu","orcid":"https://orcid.org/0000-0001-5866-6700"},"institutions":[{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]},{"id":"https://openalex.org/I4210121532","display_name":"Ministry of Health and Welfare","ror":"https://ror.org/024w0ge69","country_code":"TW","type":"government","lineage":["https://openalex.org/I4210121532","https://openalex.org/I4405257903"]},{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Hung Shu","raw_affiliation_strings":["Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung City 80708, Taiwan","Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung City 80778, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung City 80708, Taiwan","institution_ids":["https://openalex.org/I152743029","https://openalex.org/I4210121532"]},{"raw_affiliation_string":"Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung City 80778, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040384469","display_name":"Jui-Chan Huang","orcid":"https://orcid.org/0000-0003-1884-3375"},"institutions":[{"id":"https://openalex.org/I4210108113","display_name":"Yango University","ror":"https://ror.org/01eqh1863","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108113"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jui-Chan Huang","raw_affiliation_strings":["Yango University, Fuzhou 350015, China"],"raw_orcid":"https://orcid.org/0000-0003-1884-3375","affiliations":[{"raw_affiliation_string":"Yango University, Fuzhou 350015, China","institution_ids":["https://openalex.org/I4210108113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014204794","display_name":"Bi\u2010Min Hsu","orcid":"https://orcid.org/0000-0002-8484-5056"},"institutions":[{"id":"https://openalex.org/I91951123","display_name":"Cheng Shiu University","ror":"https://ror.org/011bdtx65","country_code":"TW","type":"education","lineage":["https://openalex.org/I91951123"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bi-Min Hsu","raw_affiliation_strings":["Department of Industrial Engineering and Management, Cheng Shiu University, Kaohsiung City 83347, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Cheng Shiu University, Kaohsiung City 83347, Taiwan","institution_ids":["https://openalex.org/I91951123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020069822","display_name":"Chien-Ming Hu","orcid":"https://orcid.org/0000-0002-0249-3473"},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chien-Ming Hu","raw_affiliation_strings":["Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung City 80778, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-0249-3473","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Kaohsiung City 80778, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5020069822"],"corresponding_institution_ids":["https://openalex.org/I4387154394"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":3.9077,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.93583301,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"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/T14139","display_name":"E-commerce and Technology Innovations","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"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/computer-science","display_name":"Computer science","score":0.6394533514976501},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5395142436027527},{"id":"https://openalex.org/keywords/integrated-logistics-support","display_name":"Integrated logistics support","score":0.475680947303772},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.4465314745903015},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.39329856634140015},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3588937819004059},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33276718854904175},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.2564821243286133},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.22870376706123352},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09562951326370239}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6394533514976501},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5395142436027527},{"id":"https://openalex.org/C45296417","wikidata":"https://www.wikidata.org/wiki/Q1063793","display_name":"Integrated logistics support","level":2,"score":0.475680947303772},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.4465314745903015},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.39329856634140015},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3588937819004059},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33276718854904175},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2564821243286133},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.22870376706123352},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09562951326370239},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/5241921","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5241921","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/5241921.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b6b6a57fb747409cbae71a879b94c9fe","is_oa":false,"landing_page_url":"https://doaj.org/article/b6b6a57fb747409cbae71a879b94c9fe","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mobile Information Systems, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/5241921","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5241921","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/5241921.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3199736037.pdf","grobid_xml":"https://content.openalex.org/works/W3199736037.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1965301803","https://openalex.org/W2062431313","https://openalex.org/W2181878423","https://openalex.org/W2224977607","https://openalex.org/W2286621504","https://openalex.org/W2324494790","https://openalex.org/W2343801481","https://openalex.org/W2369810130","https://openalex.org/W2400225763","https://openalex.org/W2460801728","https://openalex.org/W2460943568","https://openalex.org/W2521930604","https://openalex.org/W2524372520","https://openalex.org/W2529777661","https://openalex.org/W2591727887","https://openalex.org/W2595507424","https://openalex.org/W2733173642","https://openalex.org/W2762718731","https://openalex.org/W2764303938","https://openalex.org/W2799364530","https://openalex.org/W2801104147","https://openalex.org/W2808593160","https://openalex.org/W2945398887","https://openalex.org/W3002723854","https://openalex.org/W3010677100","https://openalex.org/W3024375525","https://openalex.org/W3096250141","https://openalex.org/W3126185976","https://openalex.org/W4233532228"],"related_works":["https://openalex.org/W1997864015","https://openalex.org/W2363394879","https://openalex.org/W2349491863","https://openalex.org/W2352593301","https://openalex.org/W2362442652","https://openalex.org/W2355350486","https://openalex.org/W2220651985","https://openalex.org/W1503416458","https://openalex.org/W3123741100","https://openalex.org/W3144926171"],"abstract_inverted_index":{"With":[0],"the":[1,5,15,18,30,46,62,68,83,96,128,131],"development":[2],"of":[3,20,48,64,70,77,130],"technology,":[4],"data":[6,27,144],"stored":[7],"by":[8],"humans":[9],"is":[10,53,116],"growing":[11],"geometrically.":[12],"Especially":[13],"in":[14,29,42],"logistics":[16,32,65,80,84,164],"industry,":[17],"rise":[19],"online":[21],"e-commerce":[22],"has":[23],"created":[24],"a":[25,54],"huge":[26],"flow":[28],"informatized":[31],"network.":[33],"How":[34],"to":[35,60,94,158],"collect,":[36],"analyze,":[37],"and":[38,44,91,100,104,113,118,139,149,173],"organize":[39],"this":[40,49],"information":[41,50,86,107,151,154],"time":[43],"analyze":[45,95],"meaning":[47],"from":[51,67,82,152],"it":[52],"difficult":[55],"problem.":[56],"The":[57,106,123,142],"paper":[58],"aims":[59],"learn":[61],"management":[63,165],"systems":[66],"perspective":[69],"statistics.":[71,122],"This":[72],"article":[73],"uses":[74,88],"random":[75],"analysis":[76,90],"1,000":[78],"customers\u2019":[79,136],"records":[81],"enterprise":[85],"system,":[87],"mathematical":[89,121],"matrix":[92],"theory":[93],"correlation":[97],"among":[98],"them,":[99],"analyzes":[101],"customer":[102],"types":[103],"shopping.":[105],"on":[108],"habits,":[109],"daily":[110,137],"consumption":[111,140],"patterns,":[112],"brand":[114],"preferences":[115],"classified":[117],"summarized":[119],"using":[120],"experimental":[124,143],"results":[125,129],"show":[126,145],"that":[127,146],"study":[132],"can":[133,155],"well":[134],"reflect":[135],"habits":[138],"habits.":[141],"mining":[147],"effective":[148],"accurate":[150],"massive":[153],"help":[156],"companies":[157],"quickly":[159],"make":[160],"decisions,":[161],"formulate":[162],"scientific":[163],"programs,":[166],"improve":[167],"operating":[168,171],"efficiency,":[169],"reduce":[170],"costs,":[172],"obtain":[174],"good":[175],"benefits.":[176]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
