{"id":"https://openalex.org/W3200158762","doi":"https://doi.org/10.1080/00207543.2021.1977408","title":"Towards logistics 4.0: an edge-cloud software framework for big data analytics in logistics processes","display_name":"Towards logistics 4.0: an edge-cloud software framework for big data analytics in logistics processes","publication_year":2021,"publication_date":"2021-09-17","ids":{"openalex":"https://openalex.org/W3200158762","doi":"https://doi.org/10.1080/00207543.2021.1977408","mag":"3200158762"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2021.1977408","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2021.1977408","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5057124056","display_name":"Moritz von Stietencron","orcid":"https://orcid.org/0000-0001-8294-001X"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moritz von Stietencron","raw_affiliation_strings":["BIBA \u2013 Bremer Institut f\u00fcr Produktion und Logistik GmbH at the University of Bremen, Bremen, Germany"],"affiliations":[{"raw_affiliation_string":"BIBA \u2013 Bremer Institut f\u00fcr Produktion und Logistik GmbH at the University of Bremen, Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025673080","display_name":"Karl Hribernik","orcid":"https://orcid.org/0000-0002-3567-5898"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Karl Hribernik","raw_affiliation_strings":["BIBA \u2013 Bremer Institut f\u00fcr Produktion und Logistik GmbH at the University of Bremen, Bremen, Germany"],"affiliations":[{"raw_affiliation_string":"BIBA \u2013 Bremer Institut f\u00fcr Produktion und Logistik GmbH at the University of Bremen, Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000112022","display_name":"Katerina Lepenioti","orcid":"https://orcid.org/0000-0003-2334-4263"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I4210144519","display_name":"Institute of Communication and Computer Systems","ror":"https://ror.org/0483fn738","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210144519"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Katerina Lepenioti","raw_affiliation_strings":["Information Management Unit (IMU), Institute of Communication and Computer Systems (ICCS), National Technical University of Athens (NTUA), Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Information Management Unit (IMU), Institute of Communication and Computer Systems (ICCS), National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I4210144519","https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083828292","display_name":"Alexandros Bousdekis","orcid":"https://orcid.org/0000-0003-4439-303X"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I4210144519","display_name":"Institute of Communication and Computer Systems","ror":"https://ror.org/0483fn738","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210144519"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Alexandros Bousdekis","raw_affiliation_strings":["Information Management Unit (IMU), Institute of Communication and Computer Systems (ICCS), National Technical University of Athens (NTUA), Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Information Management Unit (IMU), Institute of Communication and Computer Systems (ICCS), National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I4210144519","https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068320788","display_name":"Marco Lewandowski","orcid":null},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Lewandowski","raw_affiliation_strings":["BIBA \u2013 Bremer Institut f\u00fcr Produktion und Logistik GmbH at the University of Bremen, Bremen, Germany"],"affiliations":[{"raw_affiliation_string":"BIBA \u2013 Bremer Institut f\u00fcr Produktion und Logistik GmbH at the University of Bremen, Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069771856","display_name":"Dimitris Apostolou","orcid":"https://orcid.org/0000-0002-5815-8033"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]},{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I4210144519","display_name":"Institute of Communication and Computer Systems","ror":"https://ror.org/0483fn738","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210144519"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Apostolou","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece","Information Management Unit (IMU), Institute of Communication and Computer Systems (ICCS), National Technical University of Athens (NTUA), Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"Information Management Unit (IMU), Institute of Communication and Computer Systems (ICCS), National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I4210144519","https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050638604","display_name":"Gregoris Mentzas","orcid":"https://orcid.org/0000-0002-3305-3796"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I4210144519","display_name":"Institute of Communication and Computer Systems","ror":"https://ror.org/0483fn738","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210144519"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Gregoris Mentzas","raw_affiliation_strings":["Information Management Unit (IMU), Institute of Communication and Computer Systems (ICCS), National Technical University of Athens (NTUA), Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Information Management Unit (IMU), Institute of Communication and Computer Systems (ICCS), National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I4210144519","https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5083828292"],"corresponding_institution_ids":["https://openalex.org/I174458059","https://openalex.org/I4210144519"],"apc_list":null,"apc_paid":null,"fwci":3.0197,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.91943206,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"60","issue":"19","first_page":"5994","last_page":"6012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9972000122070312,"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":0.9972000122070312,"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":0.9807999730110168,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7201526761054993},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6753239631652832},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6563317775726318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6224377751350403},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5825761556625366},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.5352941155433655},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4647948145866394},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44241204857826233},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.19842174649238586},{"id":"https://openalex.org/keywords/component-based-software-engineering","display_name":"Component-based software engineering","score":0.1407361626625061},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.13652125000953674},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.10582426190376282}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7201526761054993},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6753239631652832},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6563317775726318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6224377751350403},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5825761556625366},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.5352941155433655},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4647948145866394},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44241204857826233},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.19842174649238586},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.1407361626625061},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.13652125000953674},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10582426190376282},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2021.1977408","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2021.1977408","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:60:y:2022:i:19:p:5994-6012","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2021.1977408","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":[],"awards":[{"id":"https://openalex.org/G8970734187","display_name":null,"funder_award_id":"768634","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W8222043","https://openalex.org/W1913502856","https://openalex.org/W2009190469","https://openalex.org/W2016575485","https://openalex.org/W2062129495","https://openalex.org/W2084269891","https://openalex.org/W2143573161","https://openalex.org/W2220052790","https://openalex.org/W2276034055","https://openalex.org/W2392395307","https://openalex.org/W2395749704","https://openalex.org/W2469799258","https://openalex.org/W2508807458","https://openalex.org/W2548218624","https://openalex.org/W2737134884","https://openalex.org/W2746243737","https://openalex.org/W2762812602","https://openalex.org/W2766401293","https://openalex.org/W2767753530","https://openalex.org/W2770567712","https://openalex.org/W2780223857","https://openalex.org/W2789444712","https://openalex.org/W2794721428","https://openalex.org/W2800738502","https://openalex.org/W2802508687","https://openalex.org/W2802725548","https://openalex.org/W2889183761","https://openalex.org/W2893686581","https://openalex.org/W2894163292","https://openalex.org/W2904138018","https://openalex.org/W2944766483","https://openalex.org/W2945736956","https://openalex.org/W2946622927","https://openalex.org/W2956449106","https://openalex.org/W2964248614","https://openalex.org/W2966229829","https://openalex.org/W2968628173","https://openalex.org/W2981765395","https://openalex.org/W2988183233","https://openalex.org/W2988359971","https://openalex.org/W2992508537","https://openalex.org/W2995035914","https://openalex.org/W2995257563","https://openalex.org/W2997340913","https://openalex.org/W3005408728","https://openalex.org/W3012006890","https://openalex.org/W3015218709","https://openalex.org/W3044081660","https://openalex.org/W3080387700","https://openalex.org/W3088024865","https://openalex.org/W3117837356","https://openalex.org/W3119747670","https://openalex.org/W3120609170","https://openalex.org/W3132208705","https://openalex.org/W3166718597","https://openalex.org/W4236413972","https://openalex.org/W4247245376","https://openalex.org/W4254260317"],"related_works":["https://openalex.org/W2038746072","https://openalex.org/W2543688022","https://openalex.org/W4390273888","https://openalex.org/W3193780199","https://openalex.org/W2921324640","https://openalex.org/W3121830558","https://openalex.org/W872215992","https://openalex.org/W2610964225","https://openalex.org/W4244160637","https://openalex.org/W4390577565"],"abstract_inverted_index":{"Logistics":[0,56,119,150],"4.0":[1,57,120],"aims":[2],"at":[3,100],"enabling":[4],"the":[5,17,67,102,113,118,147,165],"sustainable":[6],"satisfaction":[7],"of":[8,14,19,25,35,63,69,117,127,149],"customer":[9],"demands":[10,66],"with":[11,16],"optimised":[12,30],"costs":[13],"services":[15],"use":[18,162],"emerging":[20],"technologies,":[21,130],"such":[22],"as":[23],"Internet":[24],"Things,":[26],"streaming":[27,54,92,131],"analytics,":[28],"and":[29,48,71,75,110,115,133,142,155],"decision":[31,135,144],"making.":[32],"The":[33,122],"availability":[34],"massive":[36],"sensor":[37],"data":[38,104],"streams":[39],"over":[40],"time":[41],"opens":[42],"new":[43,61],"perspectives":[44],"for":[45,91],"extracting":[46],"meaningful":[47],"timely":[49],"insights":[50],"from":[51,164],"data-in-motion":[52],"through":[53],"analytics.":[55],"is":[58,153],"a":[59,88,158],"relatively":[60],"field":[62],"research":[64],"which":[65],"development":[68],"scalable":[70],"efficient":[72],"software":[73,89],"solutions":[74],"their":[76],"deployment":[77],"to":[78,139],"successful":[79],"real-life":[80],"case":[81,163],"studies.":[82],"In":[83],"this":[84],"paper,":[85],"we":[86],"propose":[87],"framework":[90,124],"analytics":[93,105,132],"in":[94,107,137,146,157],"an":[95],"edge-cloud":[96],"computational":[97],"environment":[98],"aiming":[99],"covering":[101],"whole":[103],"lifecycle":[106],"logistics":[108,161],"processes":[109],"thus,":[111],"advancing":[112],"evolution":[114],"realisation":[116],"concept.":[121],"proposed":[123],"takes":[125],"advantage":[126],"edge":[128],"computing":[129],"proactive":[134],"making":[136,145],"order":[138],"monitor,":[140],"analyse":[141],"support":[143],"frame":[148],"4.0.":[151],"It":[152],"applied":[154],"evaluated":[156],"maintenance":[159],"service":[160],"aerospace":[166],"industry.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}
