{"id":"https://openalex.org/W7140116248","doi":"https://doi.org/10.1016/j.procs.2026.02.395","title":"Venture Builders for Smart Manufacturing Tech Startups: A Comprehensive Literature Survey of an Emerging Trend","display_name":"Venture Builders for Smart Manufacturing Tech Startups: A Comprehensive Literature Survey of an Emerging Trend","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140116248","doi":"https://doi.org/10.1016/j.procs.2026.02.395"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2026.02.395","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.395","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2026.02.395","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130377975","display_name":"Andrea de Giorgio","orcid":null},"institutions":[{"id":"https://openalex.org/I2802932681","display_name":"Accademia di Belle Arti di Napoli","ror":"https://ror.org/01xk4y863","country_code":"IT","type":"education","lineage":["https://openalex.org/I2802932681"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea de Giorgio","raw_affiliation_strings":["Artificial Engineering, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Artificial Engineering, Naples, Italy","institution_ids":["https://openalex.org/I2802932681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067192067","display_name":"Antonio Maffei","orcid":"https://orcid.org/0000-0002-0723-1712"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Antonio Maffei","raw_affiliation_strings":["KTH Royal Institute of Technology, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5130377975"],"corresponding_institution_ids":["https://openalex.org/I2802932681"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.96393179,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"277","issue":null,"first_page":"3606","last_page":"3615"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11903","display_name":"Private Equity and Venture Capital","score":0.1331000030040741,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"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/T11903","display_name":"Private Equity and Venture Capital","score":0.1331000030040741,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"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/T10003","display_name":"Innovation and Knowledge Management","score":0.131400004029274,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and 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"}},{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.10559999942779541,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/transformative-learning","display_name":"Transformative learning","score":0.7354000210762024},{"id":"https://openalex.org/keywords/smart-manufacturing","display_name":"Smart manufacturing","score":0.5296000242233276},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.5284000039100647},{"id":"https://openalex.org/keywords/advanced-manufacturing","display_name":"Advanced manufacturing","score":0.49970000982284546},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.4986000061035156},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.49480000138282776},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4223000109195709}],"concepts":[{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.7354000210762024},{"id":"https://openalex.org/C2988642114","wikidata":"https://www.wikidata.org/wiki/Q25112020","display_name":"Smart manufacturing","level":2,"score":0.5296000242233276},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.5284000039100647},{"id":"https://openalex.org/C77854861","wikidata":"https://www.wikidata.org/wiki/Q4686346","display_name":"Advanced manufacturing","level":2,"score":0.49970000982284546},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.4986000061035156},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.49480000138282776},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.46320000290870667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4586000144481659},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4223000109195709},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.42160001397132874},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4189000129699707},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4147000014781952},{"id":"https://openalex.org/C2988460067","wikidata":"https://www.wikidata.org/wiki/Q55639","display_name":"Manufacturing sector","level":2,"score":0.4018999934196472},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.39750000834465027},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36149999499320984},{"id":"https://openalex.org/C2984734790","wikidata":"https://www.wikidata.org/wiki/Q1192297","display_name":"Disruptive technology","level":2,"score":0.3116999864578247},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.30390000343322754},{"id":"https://openalex.org/C121087249","wikidata":"https://www.wikidata.org/wiki/Q546395","display_name":"Emerging markets","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C137335462","wikidata":"https://www.wikidata.org/wiki/Q380772","display_name":"Lean manufacturing","level":2,"score":0.28600001335144043},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C150256626","wikidata":"https://www.wikidata.org/wiki/Q6042822","display_name":"Integrated Computer-Aided Manufacturing","level":3,"score":0.26019999384880066}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2026.02.395","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.395","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2026.02.395","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.395","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7162056565284729}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2038914387","https://openalex.org/W2121125513","https://openalex.org/W2531903227","https://openalex.org/W2908815325","https://openalex.org/W2942303736","https://openalex.org/W2953019994","https://openalex.org/W2969265047","https://openalex.org/W3025941649","https://openalex.org/W3125242321","https://openalex.org/W3194836019","https://openalex.org/W4376137664","https://openalex.org/W4382560325","https://openalex.org/W4382632297","https://openalex.org/W4387017156","https://openalex.org/W4410997154"],"related_works":[],"abstract_inverted_index":{"As":[0],"corporate":[1],"venture":[2],"builders":[3],"(VBs)":[4],"gain":[5],"traction":[6],"in":[7,35,111,133],"various":[8],"industries,":[9],"their":[10,95,122],"adoption":[11,108],"within":[12],"the":[13,24,55,61,68,84,107,128],"manufacturing":[14,65,75,112,135],"sector":[15],"remains":[16,113],"largely":[17],"underexplored.":[18],"This":[19],"scoping":[20],"literature":[21],"review":[22],"investigates":[23],"hypothesis":[25],"of":[26,29,41,63,71,88,109,131],"a":[27,91],"lack":[28],"scientific":[30],"articles":[31],"focusing":[32],"on":[33,94],"VBs":[34,77,110,132],"manufacturing.":[36],"By":[37],"reviewing":[38],"several":[39],"types":[40],"publications":[42],"among":[43],"multidisciplinary":[44],"topics":[45],"linked":[46],"to":[47,52,97,120],"manufacturing,":[48],"we":[49],"ensured":[50],"ourselves":[51],"capture":[53],"all":[54],"relevant":[56],"literature.":[57],"Key":[58],"findings":[59],"include":[60],"role":[62],"smart":[64],"technologies":[66],"and":[67,86,102,137],"emerging":[69],"trend":[70],"\u201cshared":[72],"factories,\u201d":[73],"where":[74],"tech":[76],"enable":[78],"collaborative,":[79],"cost-effective":[80],"solutions.":[81],"We":[82],"highlight":[83],"advantages":[85],"challenges":[87],"VBs,":[89],"with":[90,115],"particular":[92],"focus":[93],"potential":[96,130],"externalize":[98],"R&D,":[99],"drive":[100],"innovation,":[101],"reduce":[103],"costs.":[104],"While":[105],"promising,":[106],"nascent,":[114],"opportunities":[116],"for":[117],"further":[118],"research":[119],"explore":[121],"strategic":[123],"impact.":[124],"Our":[125],"study":[126],"underscores":[127],"transformative":[129],"accelerating":[134],"innovation":[136],"reshaping":[138],"industry":[139],"practices.":[140]},"counts_by_year":[],"updated_date":"2026-03-24T06:04:31.470712","created_date":"2026-03-24T00:00:00"}