{"id":"https://openalex.org/W3004707129","doi":"https://doi.org/10.24251/hicss.2020.661","title":"Data-driven Business Models in Logistics: A Taxonomy of Optimization and Visibility Services","display_name":"Data-driven Business Models in Logistics: A Taxonomy of Optimization and Visibility Services","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3004707129","doi":"https://doi.org/10.24251/hicss.2020.661","mag":"3004707129"},"language":"en","primary_location":{"id":"doi:10.24251/hicss.2020.661","doi":"https://doi.org/10.24251/hicss.2020.661","is_oa":true,"landing_page_url":"https://doi.org/10.24251/hicss.2020.661","pdf_url":"http://scholarspace.manoa.hawaii.edu/bitstream/10125/64403/1/0532.pdf","source":{"id":"https://openalex.org/S4210195248","display_name":"Hawaii International Conference on System Sciences (HICSS)","issn_l":"1530-1605","issn":["1530-1605","2572-6862"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Annual Hawaii International Conference on System Sciences","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://scholarspace.manoa.hawaii.edu/bitstream/10125/64403/1/0532.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087654382","display_name":"Frederik M\u00f6ller","orcid":"https://orcid.org/0000-0001-6274-701X","observed_orcids":["https://orcid.org/0000-0001-6274-701X"]},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]},{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frederik M\u00f6ller","raw_affiliation_strings":["TU Dortmund University Fraunhofer ISST"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Dortmund University Fraunhofer ISST","institution_ids":["https://openalex.org/I200332995","https://openalex.org/I4210163630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021141671","display_name":"Maleen Stachon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maleen Stachon","raw_affiliation_strings":["TU Dortmund University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Dortmund University","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015781983","display_name":"Christina Hoffmann","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christina Hoffmann","raw_affiliation_strings":["TU Dortmund University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Dortmund University","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024464898","display_name":"Henrik Bauhaus","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Henrik Bauhaus","raw_affiliation_strings":["TU Dortmund University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Dortmund University","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066585065","display_name":"Boris Otto","orcid":"https://orcid.org/0000-0003-3189-9461","observed_orcids":["https://orcid.org/0000-0003-3189-9461"]},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]},{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Boris Otto","raw_affiliation_strings":["TU Dortmund University Fraunhofer ISST"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Dortmund University Fraunhofer ISST","institution_ids":["https://openalex.org/I200332995","https://openalex.org/I4210163630"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.5696,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.99347769,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.4724000096321106,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.4724000096321106,"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/T12885","display_name":"Digital Innovation in Industries","score":0.2833999991416931,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T12984","display_name":"Transport and Logistics Innovations","score":0.16930000483989716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/data-driven-business-models","display_name":"data-driven business models","score":1.0},{"id":"https://openalex.org/keywords/logistics","display_name":"logistics","score":0.746999979019165},{"id":"https://openalex.org/keywords/business-model-taxonomy","display_name":"business model taxonomy","score":0.9480000138282776},{"id":"https://openalex.org/keywords/digitization","display_name":"digitization","score":0.6349999904632568},{"id":"https://openalex.org/keywords/business-start-up","display_name":"startups","score":0.8230000138282776},{"id":"https://openalex.org/keywords/digital-technologies","display_name":"digital technologies","score":0.7020000219345093}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6601813435554504},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.6394485235214233},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.597346842288971},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.5444234609603882},{"id":"https://openalex.org/C11066294","wikidata":"https://www.wikidata.org/wiki/Q1518244","display_name":"Business rule","level":4,"score":0.5025324821472168},{"id":"https://openalex.org/C162754035","wikidata":"https://www.wikidata.org/wiki/Q17006331","display_name":"Artifact-centric business process model","level":5,"score":0.49947190284729004},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.4945060908794403},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.4558088481426239},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.44083666801452637},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4024765193462372},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.37723323702812195},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37215954065322876},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.3621332347393036},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.29783859848976135},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1412031054496765},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13248679041862488},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.24251/hicss.2020.661","doi":"https://doi.org/10.24251/hicss.2020.661","is_oa":true,"landing_page_url":"https://doi.org/10.24251/hicss.2020.661","pdf_url":"http://scholarspace.manoa.hawaii.edu/bitstream/10125/64403/1/0532.pdf","source":{"id":"https://openalex.org/S4210195248","display_name":"Hawaii International Conference on System Sciences (HICSS)","issn_l":"1530-1605","issn":["1530-1605","2572-6862"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Annual Hawaii International Conference on System Sciences","raw_type":"proceedings-article"},{"id":"pmh:oai:aisel.aisnet.org:hicss-53-1644","doi":null,"is_oa":false,"landing_page_url":"https://aisel.aisnet.org/hicss-53/os/org_issues_in_bi/5","pdf_url":null,"source":{"id":"https://openalex.org/S30879505","display_name":"Journal of the Association for Information Systems","issn_l":"1536-9323","issn":["1536-9323"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-scientific","cwts-core","dongbi-a","fnege-1","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310321080","host_organization_name":"Association for Information Systems","host_organization_lineage":["https://openalex.org/P4310321080"],"host_organization_lineage_names":["Association for Information Systems"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hawaii International Conference on System Sciences 2020 (HICSS-53)","raw_type":"text"},{"id":"pmh:oai:fraunhofer.de:N-639692","doi":null,"is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-639692.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer ISST","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/412035","doi":null,"is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/412035","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"},{"id":"pmh:oai:scholarspace.manoa.hawaii.edu:10125/64403","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10125/64403","pdf_url":null,"source":{"id":"https://openalex.org/S4306401722","display_name":"ScholarSpace (University of Hawaii at Manoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I117965899","host_organization_name":"University of Hawai\u02bbi at M\u0101noa","host_organization_lineage":["https://openalex.org/I117965899"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"}],"best_oa_location":{"id":"doi:10.24251/hicss.2020.661","doi":"https://doi.org/10.24251/hicss.2020.661","is_oa":true,"landing_page_url":"https://doi.org/10.24251/hicss.2020.661","pdf_url":"http://scholarspace.manoa.hawaii.edu/bitstream/10125/64403/1/0532.pdf","source":{"id":"https://openalex.org/S4210195248","display_name":"Hawaii International Conference on System Sciences (HICSS)","issn_l":"1530-1605","issn":["1530-1605","2572-6862"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Annual Hawaii International Conference on System Sciences","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321773","display_name":"Fraunhofer-Gesellschaft","ror":"https://ror.org/05hkkdn48"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3004707129.pdf","grobid_xml":"https://content.openalex.org/works/W3004707129.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W63955782","https://openalex.org/W86242034","https://openalex.org/W157612745","https://openalex.org/W787399507","https://openalex.org/W1550375751","https://openalex.org/W1566970641","https://openalex.org/W1666032117","https://openalex.org/W1705555544","https://openalex.org/W1714326067","https://openalex.org/W1803273808","https://openalex.org/W1963620879","https://openalex.org/W1966998110","https://openalex.org/W1972698480","https://openalex.org/W1986142636","https://openalex.org/W2002475897","https://openalex.org/W2004709510","https://openalex.org/W2024380716","https://openalex.org/W2032285541","https://openalex.org/W2083922179","https://openalex.org/W2088221540","https://openalex.org/W2122389645","https://openalex.org/W2140699752","https://openalex.org/W2141951329","https://openalex.org/W2143642228","https://openalex.org/W2144484833","https://openalex.org/W2149818756","https://openalex.org/W2154482656","https://openalex.org/W2156236309","https://openalex.org/W2164314939","https://openalex.org/W2224070177","https://openalex.org/W2291718016","https://openalex.org/W2397339710","https://openalex.org/W2526737020","https://openalex.org/W2560345414","https://openalex.org/W2561530837","https://openalex.org/W2573178363","https://openalex.org/W2582377764","https://openalex.org/W2586124600","https://openalex.org/W2596615048","https://openalex.org/W2621260659","https://openalex.org/W2670298746","https://openalex.org/W2732513160","https://openalex.org/W2738241474","https://openalex.org/W2746459318","https://openalex.org/W2768352325","https://openalex.org/W2769516324","https://openalex.org/W2805348994","https://openalex.org/W2889720546","https://openalex.org/W2899600789","https://openalex.org/W2945929270","https://openalex.org/W2952673309","https://openalex.org/W2978851794","https://openalex.org/W3121193739","https://openalex.org/W3210030168","https://openalex.org/W4253956485","https://openalex.org/W4300765601","https://openalex.org/W4300868572"],"related_works":["https://openalex.org/W3184806896","https://openalex.org/W7018725145","https://openalex.org/W7147422253","https://openalex.org/W2969510561","https://openalex.org/W4320503518","https://openalex.org/W4285133976","https://openalex.org/W2952673309","https://openalex.org/W3089874050","https://openalex.org/W605566976","https://openalex.org/W7198900348"],"abstract_inverted_index":{"The":[0,47,101,121],"nature":[1],"of":[2,16,55,75,86,108,123,132],"business":[3,43,58,77,99,110,134],"conduct":[4],"is":[5,126],"changing":[6],"due":[7],"to":[8,29,32,40,66,127,137],"emerging":[9],"digital":[10],"technologies":[11],"and":[12,39,97,136],"the":[13,53,61,70,84,124,129,139],"ever-increasing":[14],"role":[15],"data":[17],"as":[18,26,83,88,142],"a":[19,73,143],"critical":[20],"resource.":[21],"Traditional":[22],"industry":[23],"branches":[24],"such":[25,133],"logistics":[27,62],"need":[28],"adapt":[30],"accordingly":[31],"keep":[33],"up":[34],"with":[35],"change":[36],"through":[37],"digitization":[38],"design":[41],"adequate":[42],"models":[44,59,78,135],"using":[45],"data.":[46],"present":[48],"article":[49],"focuses":[50,103],"on":[51,104],"investigating":[52],"anatomy":[54],"these":[56],"data-driven":[57,76,109],"in":[60,79,119],"sector.":[63],"In":[64],"order":[65],"achieve":[67],"this":[68],"goal,":[69],"study":[71,102],"develops":[72],"taxonomy":[74,125],"logistics.":[80,120],"Start-ups":[81],"serve":[82],"frame":[85],"reference,":[87],"they":[89],"are":[90],"particularly":[91],"suitable":[92],"for":[93,145],"deriving":[94],"explicitly":[95],"novel":[96],"vital":[98],"models.":[100],"two":[105],"particular":[106],"types":[107],"models,":[111],"namely":[112],"those":[113],"offering":[114],"visibility":[115],"or":[116],"optimization":[117],"services":[118],"goal":[122],"uncover":[128],"structural":[130],"composition":[131],"make":[138],"results":[140],"usable":[141],"morphology":[144],"innovation":[146]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":10}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2020-02-14T00:00:00"}