{"id":"https://openalex.org/W4387547133","doi":"https://doi.org/10.1007/978-3-031-45728-9_2","title":"Empowering Machine Learning Development with\u00a0Service-Oriented Computing Principles","display_name":"Empowering Machine Learning Development with\u00a0Service-Oriented Computing Principles","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387547133","doi":"https://doi.org/10.1007/978-3-031-45728-9_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-45728-9_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-45728-9_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://handle.uba.uva.nl/personal/pure/en/publications/empowering-machine-learning-development-withserviceoriented-computing-principles(67dacba9-5ded-4693-8dd0-b4a47dd53c91).html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006702122","display_name":"Mostafa Hadadian Nejad Yousefi","orcid":"https://orcid.org/0000-0003-4675-9111"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Mostafa Hadadian Nejad Yousefi","raw_affiliation_strings":["Faculty of Science and Engineering, Bernoulli Institute, University of Groningen, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Engineering, Bernoulli Institute, University of Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030949796","display_name":"Viktoriya Degeler","orcid":"https://orcid.org/0000-0001-7054-3770"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Viktoriya Degeler","raw_affiliation_strings":["Faculty of Science, Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Faculty of Science, Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000217379","display_name":"Alexander Lazovik","orcid":"https://orcid.org/0000-0002-6337-1840"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexander Lazovik","raw_affiliation_strings":["Faculty of Science and Engineering, Bernoulli Institute, University of Groningen, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Engineering, Bernoulli Institute, University of Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006702122"],"corresponding_institution_ids":["https://openalex.org/I169381384"],"apc_list":null,"apc_paid":null,"fwci":1.8813,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87986735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9668999910354614,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7862805128097534},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.6850811839103699},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5883820056915283},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5465556979179382},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4851697087287903},{"id":"https://openalex.org/keywords/service-oriented-architecture","display_name":"Service-oriented architecture","score":0.468715101480484},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.4619375467300415},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4492638111114502},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4288371205329895},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3647705018520355},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.36414164304733276},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22269538044929504},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14988607168197632}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7862805128097534},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.6850811839103699},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5883820056915283},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5465556979179382},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4851697087287903},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.468715101480484},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.4619375467300415},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4492638111114502},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4288371205329895},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3647705018520355},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.36414164304733276},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22269538044929504},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14988607168197632},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-031-45728-9_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-45728-9_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/67dacba9-5ded-4693-8dd0-b4a47dd53c91","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/empowering-machine-learning-development-withserviceoriented-computing-principles(67dacba9-5ded-4693-8dd0-b4a47dd53c91).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Yousefi, M H N, Degeler, V & Lazovik, A 2023, Empowering Machine Learning Development with\u00a0Service-Oriented Computing Principles. in M Aiello, J Barzen, S Dustdar & F Leymann (eds), Service-Oriented Computing - 17th Symposium and Summer School, SummerSOC 2023, Revised Selected Papers : 17th Symposium and Summer School, SummerSOC 2023, Heraklion, Crete, Greece, June 25\u2013July 1, 2023 : revised selected papers. Communications in Computer and Information Science, vol. 1847, Cham, pp. 24-44, The 17th Advanced Summer School on Service-Oriented Computing, SummerSOC 2023, Heraklion, Greece, 25/06/23. https://doi.org/10.1007/978-3-031-45728-9_2","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.rug.nl:openaire/239f50c9-79d5-44a6-a457-1e370ce1e5fe","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/239f50c9-79d5-44a6-a457-1e370ce1e5fe","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Yousefi, M H N, Degeler, V & Lazovik, A 2023, Empowering Machine Learning Development with\u00a0Service-Oriented Computing Principles. in M Aiello, J Barzen, S Dustdar & F Leymann (eds), Service-Oriented Computing : 17th Symposium and Summer School, SummerSOC 2023 Heraklion, Crete, Greece, June 25 \u2013 July 1, 2023 . Communications in Computer and Information Science, vol. 1847, Springer, Cham, pp. 24-44, 17th Symposium and Summer School, Crete, Greece, 25/06/2023. https://doi.org/10.1007/978-3-031-45728-9_2","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/239f50c9-79d5-44a6-a457-1e370ce1e5fe","is_oa":true,"landing_page_url":"https://research.rug.nl/files/825334625/Service-Oriented_Computing.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"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":"Yousefi, M H N, Degeler, V & Lazovik, A 2023, Empowering Machine Learning Development with\u00a0Service-Oriented Computing Principles. in M Aiello, J Barzen, S Dustdar & F Leymann (eds), Service-Oriented Computing : 17th Symposium and Summer School, SummerSOC 2023 Heraklion, Crete, Greece, June 25 \u2013 July 1, 2023 . Communications in Computer and Information Science, vol. 1847, Springer, Cham, pp. 24-44, 17th Symposium and Summer School, Crete, Greece, 25/06/2023. https://doi.org/10.1007/978-3-031-45728-9_2","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.rug.nl:publications/239f50c9-79d5-44a6-a457-1e370ce1e5fe","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/239f50c9-79d5-44a6-a457-1e370ce1e5fe","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"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":"Yousefi, M H N, Degeler, V & Lazovik, A 2023, Empowering Machine Learning Development with\u00a0Service-Oriented Computing Principles. in M Aiello, J Barzen, S Dustdar & F Leymann (eds), Service-Oriented Computing : 17th Symposium and Summer School, SummerSOC 2023 Heraklion, Crete, Greece, June 25 \u2013 July 1, 2023 . Communications in Computer and Information Science, vol. 1847, Springer, Cham, pp. 24-44, 17th Symposium and Summer School, Crete, Greece, 25/06/2023. https://doi.org/10.1007/978-3-031-45728-9_2","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/67dacba9-5ded-4693-8dd0-b4a47dd53c91","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/empowering-machine-learning-development-withserviceoriented-computing-principles(67dacba9-5ded-4693-8dd0-b4a47dd53c91).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Yousefi, M H N, Degeler, V & Lazovik, A 2023, Empowering Machine Learning Development with\u00a0Service-Oriented Computing Principles. in M Aiello, J Barzen, S Dustdar & F Leymann (eds), Service-Oriented Computing - 17th Symposium and Summer School, SummerSOC 2023, Revised Selected Papers : 17th Symposium and Summer School, SummerSOC 2023, Heraklion, Crete, Greece, June 25\u2013July 1, 2023 : revised selected papers. Communications in Computer and Information Science, vol. 1847, Cham, pp. 24-44, The 17th Advanced Summer School on Service-Oriented Computing, SummerSOC 2023, Heraklion, Greece, 25/06/23. https://doi.org/10.1007/978-3-031-45728-9_2","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G5365867299","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W100464641","https://openalex.org/W658463166","https://openalex.org/W2081996645","https://openalex.org/W2189162242","https://openalex.org/W2286363244","https://openalex.org/W2566319696","https://openalex.org/W2613597870","https://openalex.org/W2743948853","https://openalex.org/W2888808568","https://openalex.org/W2896671475","https://openalex.org/W2953476305","https://openalex.org/W2963026732","https://openalex.org/W2966284335","https://openalex.org/W2975169180","https://openalex.org/W2981731882","https://openalex.org/W2986642681","https://openalex.org/W2992848746","https://openalex.org/W3007180290","https://openalex.org/W3011700633","https://openalex.org/W3014011021","https://openalex.org/W3022446912","https://openalex.org/W3087720408","https://openalex.org/W3098910265","https://openalex.org/W3134317408","https://openalex.org/W3175205084","https://openalex.org/W3178436058","https://openalex.org/W3180253542","https://openalex.org/W3202461888","https://openalex.org/W4214942037","https://openalex.org/W4247072568","https://openalex.org/W4283023890","https://openalex.org/W4285158860","https://openalex.org/W4297786875","https://openalex.org/W4313053444","https://openalex.org/W4322746666","https://openalex.org/W4360995249"],"related_works":["https://openalex.org/W130128874","https://openalex.org/W2621143560","https://openalex.org/W1546980300","https://openalex.org/W2013343621","https://openalex.org/W4246898356","https://openalex.org/W1982098960","https://openalex.org/W100127945","https://openalex.org/W2898818629","https://openalex.org/W2994043954","https://openalex.org/W2783582617"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-10T00:00:00"}