{"id":"https://openalex.org/W4285169055","doi":"https://doi.org/10.1007/978-3-031-05760-1_34","title":"Bosch\u2019s Industry 4.0 Advanced Data Analytics: Historical and Predictive Data Integration for Decision Support","display_name":"Bosch\u2019s Industry 4.0 Advanced Data Analytics: Historical and Predictive Data Integration for Decision Support","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285169055","doi":"https://doi.org/10.1007/978-3-031-05760-1_34"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-05760-1_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-05760-1_34","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/1822/81439","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006858340","display_name":"Jo\u00e3o Galv\u00e3o","orcid":"https://orcid.org/0000-0003-4263-8726"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jo\u00e3o Galv\u00e3o","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-4263-8726","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078594255","display_name":"Diogo Ribeiro","orcid":"https://orcid.org/0000-0002-6270-3962"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Diogo Ribeiro","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-6270-3962","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101827473","display_name":"In\u00eas Ara\u00fajo Machado","orcid":"https://orcid.org/0000-0003-2332-166X"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"In\u00eas Machado","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-2332-166X","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009525115","display_name":"Filipa Ferreira","orcid":"https://orcid.org/0000-0002-0527-046X"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Filipa Ferreira","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-0527-046X","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066352867","display_name":"Juliana Rabe Gon\u00e7alves","orcid":"https://orcid.org/0000-0001-8265-3600"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"J\u00falio Gon\u00e7alves","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-8265-3600","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101470284","display_name":"Rui Faria","orcid":"https://orcid.org/0000-0002-7181-543X"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Faria","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-7181-543X","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039113275","display_name":"Guilherme Moreira","orcid":"https://orcid.org/0000-0001-6139-0071"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guilherme Moreira","raw_affiliation_strings":["Bosch Car Multimedia, Braga, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-6139-0071","affiliations":[{"raw_affiliation_string":"Bosch Car Multimedia, Braga, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100670597","display_name":"Carlos Costa","orcid":"https://orcid.org/0000-0003-0011-6030"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Carlos Costa","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-0011-6030","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077829125","display_name":"Paulo Cortez","orcid":"https://orcid.org/0000-0002-7991-2090"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Paulo Cortez","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-7991-2090","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042295020","display_name":"Maribel Yasmina Santos","orcid":"https://orcid.org/0000-0002-3249-6229"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Maribel Yasmina Santos","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-3249-6229","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5006858340"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":13.8455,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.99201774,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"580","last_page":"596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9933000206947327,"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":0.9933000206947327,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9832000136375427,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9491000175476074,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/big-data","display_name":"Big data","score":0.7877662181854248},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7125719785690308},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.7004777789115906},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.6865061521530151},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6730697154998779},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.6407688856124878},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.6055145263671875},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6044914722442627},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5509379506111145},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.5295392274856567},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.47489944100379944},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4713282883167267},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4404011070728302},{"id":"https://openalex.org/keywords/multinational-corporation","display_name":"Multinational corporation","score":0.4385543465614319},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3390031158924103},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2142719030380249},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.19534644484519958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13189679384231567},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11712071299552917},{"id":"https://openalex.org/keywords/business-analysis","display_name":"Business analysis","score":0.1091746985912323}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7877662181854248},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7125719785690308},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.7004777789115906},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.6865061521530151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6730697154998779},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.6407688856124878},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6055145263671875},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6044914722442627},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5509379506111145},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.5295392274856567},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.47489944100379944},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4713282883167267},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4404011070728302},{"id":"https://openalex.org/C158016649","wikidata":"https://www.wikidata.org/wiki/Q161726","display_name":"Multinational corporation","level":2,"score":0.4385543465614319},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3390031158924103},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2142719030380249},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.19534644484519958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13189679384231567},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11712071299552917},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.1091746985912323},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-05760-1_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-05760-1_34","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/81439","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/81439","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/81439","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/81439","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W935072310","https://openalex.org/W1845903142","https://openalex.org/W1852943022","https://openalex.org/W2081307663","https://openalex.org/W2100495367","https://openalex.org/W2296719434","https://openalex.org/W2514470533","https://openalex.org/W2518094867","https://openalex.org/W2538998463","https://openalex.org/W2763439281","https://openalex.org/W2802889540","https://openalex.org/W2804558854","https://openalex.org/W2890098390","https://openalex.org/W2963130197","https://openalex.org/W2979755827","https://openalex.org/W3009401585","https://openalex.org/W3036448124","https://openalex.org/W3086090075","https://openalex.org/W3140079648","https://openalex.org/W3193359084","https://openalex.org/W3200898037"],"related_works":["https://openalex.org/W4388808755","https://openalex.org/W2884086002","https://openalex.org/W1490270786","https://openalex.org/W4402837823","https://openalex.org/W2782627424","https://openalex.org/W2563093951","https://openalex.org/W4403019849","https://openalex.org/W4280601809","https://openalex.org/W4248530909","https://openalex.org/W2496041693"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":8}],"updated_date":"2026-05-22T09:01:20.584952","created_date":"2025-10-10T00:00:00"}