{"id":"https://openalex.org/W3083079367","doi":"https://doi.org/10.1007/978-3-030-58666-9_16","title":"Triggering Proactive Business Process Adaptations via Online Reinforcement Learning","display_name":"Triggering Proactive Business Process Adaptations via Online Reinforcement Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3083079367","doi":"https://doi.org/10.1007/978-3-030-58666-9_16","mag":"3083079367"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58666-9_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58666-9_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5082025709","display_name":"Andreas Metzger","orcid":"https://orcid.org/0000-0002-4808-8297"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Andreas Metzger","raw_affiliation_strings":["paluno \u2013 The Ruhr Institute for Software Technology, University of Duisburg-Essen, Essen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4808-8297","affiliations":[{"raw_affiliation_string":"paluno \u2013 The Ruhr Institute for Software Technology, University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056680415","display_name":"Tristan Kley","orcid":"https://orcid.org/0000-0003-4790-6144"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tristan Kley","raw_affiliation_strings":["paluno \u2013 The Ruhr Institute for Software Technology, University of Duisburg-Essen, Essen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4790-6144","affiliations":[{"raw_affiliation_string":"paluno \u2013 The Ruhr Institute for Software Technology, University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072930547","display_name":"Alexander Palm","orcid":"https://orcid.org/0000-0001-5662-1306"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Palm","raw_affiliation_strings":["paluno \u2013 The Ruhr Institute for Software Technology, University of Duisburg-Essen, Essen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5662-1306","affiliations":[{"raw_affiliation_string":"paluno \u2013 The Ruhr Institute for Software Technology, University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5082025709"],"corresponding_institution_ids":["https://openalex.org/I62318514"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":12.3831,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.99599057,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"273","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.991100013256073,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.991100013256073,"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/T10260","display_name":"Software Engineering Research","score":0.9556999802589417,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9398999810218811,"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/computer-science","display_name":"Computer science","score":0.8280023336410522},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.7032753229141235},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6940414905548096},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.691822350025177},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6898786425590515},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5698568820953369},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.5160417556762695},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4366903305053711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42293214797973633},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3297257125377655}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8280023336410522},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7032753229141235},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6940414905548096},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.691822350025177},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6898786425590515},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5698568820953369},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.5160417556762695},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4366903305053711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42293214797973633},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3297257125377655},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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":1,"locations":[{"id":"doi:10.1007/978-3-030-58666-9_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58666-9_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.46000000834465027,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W163693903","https://openalex.org/W281005445","https://openalex.org/W605727707","https://openalex.org/W1506083024","https://openalex.org/W1534477342","https://openalex.org/W1979707057","https://openalex.org/W2121863487","https://openalex.org/W2130764285","https://openalex.org/W2132304385","https://openalex.org/W2155027007","https://openalex.org/W2162569149","https://openalex.org/W2167917621","https://openalex.org/W2502477786","https://openalex.org/W2508715970","https://openalex.org/W2581522324","https://openalex.org/W2584722588","https://openalex.org/W2593044849","https://openalex.org/W2617456871","https://openalex.org/W2736601468","https://openalex.org/W2737332333","https://openalex.org/W2743466697","https://openalex.org/W2744700103","https://openalex.org/W2746780440","https://openalex.org/W2766974753","https://openalex.org/W2767387808","https://openalex.org/W2809117651","https://openalex.org/W2880620558","https://openalex.org/W2891493454","https://openalex.org/W2896484314","https://openalex.org/W2945543503","https://openalex.org/W2945788444","https://openalex.org/W2947765183","https://openalex.org/W2956016067","https://openalex.org/W2964066696","https://openalex.org/W2965269844","https://openalex.org/W3033649961","https://openalex.org/W4214717370","https://openalex.org/W4232478844"],"related_works":["https://openalex.org/W2953058328","https://openalex.org/W1542224353","https://openalex.org/W1661087619","https://openalex.org/W2750730210","https://openalex.org/W2116854923","https://openalex.org/W2236974868","https://openalex.org/W4312766348","https://openalex.org/W2730764323","https://openalex.org/W4233939244","https://openalex.org/W1976727107"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
