{"id":"https://openalex.org/W3189974087","doi":"https://doi.org/10.1007/s10796-021-10173-1","title":"Functional Requirements and Supply Chain Digitalization in Industry 4.0","display_name":"Functional Requirements and Supply Chain Digitalization in Industry 4.0","publication_year":2021,"publication_date":"2021-08-02","ids":{"openalex":"https://openalex.org/W3189974087","doi":"https://doi.org/10.1007/s10796-021-10173-1","mag":"3189974087"},"language":"en","primary_location":{"id":"doi:10.1007/s10796-021-10173-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-021-10173-1","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","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/A5100625415","display_name":"Lu Han","orcid":"https://orcid.org/0000-0003-2082-5491"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lu Han","raw_affiliation_strings":["School of Economics and Management, Beijing Jiaotong University, Beijing, 100044, China"],"raw_orcid":"https://orcid.org/0000-0003-2082-5491","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing Jiaotong University, Beijing, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101960621","display_name":"Hanping Hou","orcid":"https://orcid.org/0000-0002-7712-5763"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanping Hou","raw_affiliation_strings":["School of Economics and Management, Beijing Jiaotong University, Beijing, 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing Jiaotong University, Beijing, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039352999","display_name":"Zhuming Bi","orcid":"https://orcid.org/0000-0002-8145-7883"},"institutions":[{"id":"https://openalex.org/I4210130184","display_name":"Purdue University Fort Wayne","ror":"https://ror.org/04c4hz115","country_code":"US","type":"education","lineage":["https://openalex.org/I4210130184"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Z. M. Bi","raw_affiliation_strings":["Department of Civil and Mechanical Engineering, Purdue University Fort Wayne, Fort Wayne, IN, 46805, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Mechanical Engineering, Purdue University Fort Wayne, Fort Wayne, IN, 46805, USA","institution_ids":["https://openalex.org/I4210130184"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051199776","display_name":"Jianliang Yang","orcid":"https://orcid.org/0000-0002-7174-6163"},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianliang Yang","raw_affiliation_strings":["School of Economics and Management, Beijing University of Chemical Technology, Beijing, 100029, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Chemical Technology, Beijing, 100029, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077772077","display_name":"Xiaoxiao Zheng","orcid":"https://orcid.org/0000-0002-5026-1570"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiao Zheng","raw_affiliation_strings":["School of Economics and Management, Beijing Jiaotong University, Beijing, 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing Jiaotong University, Beijing, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100625415"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":3.4382,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.92859335,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"26","issue":"6","first_page":"2273","last_page":"2285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.998199999332428,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.973800003528595,"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/T10164","display_name":"Quality and Supply Management","score":0.9508000016212463,"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/supply-chain","display_name":"Supply chain","score":0.7300766110420227},{"id":"https://openalex.org/keywords/digitization","display_name":"Digitization","score":0.7041480541229248},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.6081553101539612},{"id":"https://openalex.org/keywords/enterprise-resource-planning","display_name":"Enterprise resource planning","score":0.5289167165756226},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5227867960929871},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.5208480954170227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4878518581390381},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.47311803698539734},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.47254014015197754},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.459159255027771},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.45284807682037354},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4318097233772278},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.4313713312149048},{"id":"https://openalex.org/keywords/service-management","display_name":"Service management","score":0.4185613691806793},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.40613192319869995},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15358737111091614},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.13739687204360962},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10192617774009705}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7300766110420227},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.7041480541229248},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.6081553101539612},{"id":"https://openalex.org/C2777960535","wikidata":"https://www.wikidata.org/wiki/Q131508","display_name":"Enterprise resource planning","level":2,"score":0.5289167165756226},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5227867960929871},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.5208480954170227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4878518581390381},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.47311803698539734},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.47254014015197754},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.459159255027771},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.45284807682037354},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4318097233772278},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4313713312149048},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.4185613691806793},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.40613192319869995},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15358737111091614},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13739687204360962},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10192617774009705},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10796-021-10173-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-021-10173-1","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:infosf:v:26:y:2024:i:6:d:10.1007_s10796-021-10173-1","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10796-021-10173-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":126,"referenced_works":["https://openalex.org/W582346018","https://openalex.org/W634954536","https://openalex.org/W1604719591","https://openalex.org/W1940207832","https://openalex.org/W1966769407","https://openalex.org/W1968008441","https://openalex.org/W1969010588","https://openalex.org/W1974163989","https://openalex.org/W1974551512","https://openalex.org/W1974910739","https://openalex.org/W1979202058","https://openalex.org/W1982660193","https://openalex.org/W1989457024","https://openalex.org/W1991164734","https://openalex.org/W1996746465","https://openalex.org/W1997182427","https://openalex.org/W2001898399","https://openalex.org/W2004087221","https://openalex.org/W2006366823","https://openalex.org/W2007225759","https://openalex.org/W2008420823","https://openalex.org/W2009438573","https://openalex.org/W2012118314","https://openalex.org/W2012296875","https://openalex.org/W2012652766","https://openalex.org/W2013551142","https://openalex.org/W2013767897","https://openalex.org/W2014631670","https://openalex.org/W2017566884","https://openalex.org/W2017615577","https://openalex.org/W2022709631","https://openalex.org/W2023925313","https://openalex.org/W2033573398","https://openalex.org/W2038194220","https://openalex.org/W2038331462","https://openalex.org/W2041100749","https://openalex.org/W2042001389","https://openalex.org/W2050412635","https://openalex.org/W2051927324","https://openalex.org/W2066867446","https://openalex.org/W2078185497","https://openalex.org/W2080024776","https://openalex.org/W2085316957","https://openalex.org/W2094636500","https://openalex.org/W2098007102","https://openalex.org/W2108382556","https://openalex.org/W2122827939","https://openalex.org/W2126112613","https://openalex.org/W2139337940","https://openalex.org/W2139531852","https://openalex.org/W2141253561","https://openalex.org/W2142203809","https://openalex.org/W2156887651","https://openalex.org/W2165887572","https://openalex.org/W2165924192","https://openalex.org/W2187364527","https://openalex.org/W2274924607","https://openalex.org/W2287243862","https://openalex.org/W2321672631","https://openalex.org/W2323756210","https://openalex.org/W2339446221","https://openalex.org/W2471432754","https://openalex.org/W2503596848","https://openalex.org/W2509033629","https://openalex.org/W2562329584","https://openalex.org/W2562561411","https://openalex.org/W2567323794","https://openalex.org/W2569486666","https://openalex.org/W2579022458","https://openalex.org/W2596353318","https://openalex.org/W2596781423","https://openalex.org/W2616178334","https://openalex.org/W2620783058","https://openalex.org/W2729880123","https://openalex.org/W2742910676","https://openalex.org/W2748974618","https://openalex.org/W2761488298","https://openalex.org/W2782935042","https://openalex.org/W2783918566","https://openalex.org/W2789444712","https://openalex.org/W2790282462","https://openalex.org/W2790284307","https://openalex.org/W2792213443","https://openalex.org/W2792865795","https://openalex.org/W2893740026","https://openalex.org/W2897745460","https://openalex.org/W2899255594","https://openalex.org/W2907348814","https://openalex.org/W2911938583","https://openalex.org/W2913039619","https://openalex.org/W2913314997","https://openalex.org/W2914377680","https://openalex.org/W2949640062","https://openalex.org/W2953742757","https://openalex.org/W2956032212","https://openalex.org/W2958257718","https://openalex.org/W2959289934","https://openalex.org/W2960995627","https://openalex.org/W2994555613","https://openalex.org/W3002411227","https://openalex.org/W3005249695","https://openalex.org/W3005726272","https://openalex.org/W3011136589","https://openalex.org/W3023264563","https://openalex.org/W3026226282","https://openalex.org/W3027387896","https://openalex.org/W3034249926","https://openalex.org/W3036595318","https://openalex.org/W3036672989","https://openalex.org/W3044719873","https://openalex.org/W3045295211","https://openalex.org/W3045503639","https://openalex.org/W3046702719","https://openalex.org/W3046930498","https://openalex.org/W3048688665","https://openalex.org/W3081550521","https://openalex.org/W3100408509","https://openalex.org/W3102979837","https://openalex.org/W3106968960","https://openalex.org/W3121177474","https://openalex.org/W3138010649","https://openalex.org/W3140761414","https://openalex.org/W4236312073","https://openalex.org/W4248600838","https://openalex.org/W4383905718","https://openalex.org/W7052111561"],"related_works":["https://openalex.org/W2478608426","https://openalex.org/W2130574180","https://openalex.org/W4312185910","https://openalex.org/W2123950128","https://openalex.org/W2902631542","https://openalex.org/W1969526114","https://openalex.org/W2151454345","https://openalex.org/W969360544","https://openalex.org/W2186196199","https://openalex.org/W130452693"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}