{"id":"https://openalex.org/W2973470444","doi":"https://doi.org/10.1007/978-3-030-31423-1_8","title":"A Modest Markov Automata Tutorial","display_name":"A Modest Markov Automata Tutorial","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2973470444","doi":"https://doi.org/10.1007/978-3-030-31423-1_8","mag":"2973470444"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-31423-1_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-31423-1_8","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":"book-chapter","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/A5007673197","display_name":"Arnd Hartmanns","orcid":"https://orcid.org/0000-0003-3268-8674"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Arnd Hartmanns","raw_affiliation_strings":["University of Twente, Enschede, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-3268-8674","affiliations":[{"raw_affiliation_string":"University of Twente, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028747794","display_name":"Holger Hermanns","orcid":"https://orcid.org/0000-0002-2766-9615"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Holger Hermanns","raw_affiliation_strings":["Institute of Intelligent Software, Guangzhou, China","Saarland University, Saarland Informatics Campus, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2766-9615","affiliations":[{"raw_affiliation_string":"Institute of Intelligent Software, Guangzhou, China","institution_ids":["https://openalex.org/I4210128818"]},{"raw_affiliation_string":"Saarland University, Saarland Informatics Campus, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007673197"],"corresponding_institution_ids":["https://openalex.org/I94624287"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.2748,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88200993,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"250","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9991000294685364,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9991000294685364,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9932000041007996,"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/T10142","display_name":"Formal Methods in Verification","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.8492645025253296},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.768518328666687},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6814402937889099},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5496599674224854},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.544105052947998},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5383357405662537},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.5364210605621338},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.5194977521896362},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3819444477558136},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2776225209236145},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09259814023971558}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8492645025253296},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.768518328666687},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6814402937889099},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5496599674224854},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.544105052947998},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5383357405662537},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.5364210605621338},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.5194977521896362},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3819444477558136},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2776225209236145},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09259814023971558},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-31423-1_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-31423-1_8","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"},{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/31727d6c-56d0-4ce7-b5f0-a50e2699c212","is_oa":false,"landing_page_url":"https://research.utwente.nl/en/publications/31727d6c-56d0-4ce7-b5f0-a50e2699c212","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hartmanns, A & Hermanns, H 2019, A Modest Markov Automata Tutorial. in M Kr\u00f6tzsch & D Stepanova (eds), 15th International Reasoning Web Summer School on Explainable Artificial Intelligence (RW 2019). Lecture Notes in Computer Science, vol. 11810, Information Systems and Applications, incl. Internet/Web, and HCI , Springer, pp. 250-276, 15th International Summer School 2019, Bolzano, Italy, 20/09/19. https://doi.org/10.1007/978-3-030-31423-1_8","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G398350314","display_name":null,"funder_award_id":"639.021.754","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W78405526","https://openalex.org/W91315594","https://openalex.org/W258022877","https://openalex.org/W275084143","https://openalex.org/W908422167","https://openalex.org/W1498432697","https://openalex.org/W1499021164","https://openalex.org/W1504080271","https://openalex.org/W1507380329","https://openalex.org/W1597655219","https://openalex.org/W1606764134","https://openalex.org/W1686216641","https://openalex.org/W1850900101","https://openalex.org/W1874444266","https://openalex.org/W1907293129","https://openalex.org/W1972984793","https://openalex.org/W1980648830","https://openalex.org/W2003436900","https://openalex.org/W2009280542","https://openalex.org/W2020204292","https://openalex.org/W2071103858","https://openalex.org/W2082442678","https://openalex.org/W2087486424","https://openalex.org/W2102609194","https://openalex.org/W2111987809","https://openalex.org/W2112500557","https://openalex.org/W2119567691","https://openalex.org/W2121372686","https://openalex.org/W2163234015","https://openalex.org/W2172279531","https://openalex.org/W2243362255","https://openalex.org/W2262106677","https://openalex.org/W2294647483","https://openalex.org/W2334782222","https://openalex.org/W2488668998","https://openalex.org/W2571463671","https://openalex.org/W2584921486","https://openalex.org/W2589217375","https://openalex.org/W2593267253","https://openalex.org/W2598014203","https://openalex.org/W2598699400","https://openalex.org/W2609905251","https://openalex.org/W2784133204","https://openalex.org/W2788962669","https://openalex.org/W2791098290","https://openalex.org/W2797945469","https://openalex.org/W2809627970","https://openalex.org/W2810491896","https://openalex.org/W2889143140","https://openalex.org/W2898837242","https://openalex.org/W2932972683","https://openalex.org/W2971874129","https://openalex.org/W3099417312","https://openalex.org/W3104074232","https://openalex.org/W3148810651","https://openalex.org/W4210485182","https://openalex.org/W4212922449","https://openalex.org/W4237138370","https://openalex.org/W4255537474","https://openalex.org/W6910590249"],"related_works":["https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532","https://openalex.org/W3126873283","https://openalex.org/W2393621008","https://openalex.org/W4376457996","https://openalex.org/W4317465184","https://openalex.org/W2540690809","https://openalex.org/W2995598024","https://openalex.org/W2177275963"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
