{"id":"https://openalex.org/W4384471271","doi":"https://doi.org/10.1007/978-3-031-37709-9_3","title":"Compositional Probabilistic Model Checking with\u00a0String Diagrams of\u00a0MDPs","display_name":"Compositional Probabilistic Model Checking with\u00a0String Diagrams of\u00a0MDPs","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4384471271","doi":"https://doi.org/10.1007/978-3-031-37709-9_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-37709-9_3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37709-9_3","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37709-9_3.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37709-9_3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100770793","display_name":"Kazuki Watanabe","orcid":"https://orcid.org/0000-0002-4167-3370"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]},{"id":"https://openalex.org/I200475212","display_name":"The Graduate University for Advanced Studies, SOKENDAI","ror":"https://ror.org/0516ah480","country_code":"JP","type":"education","lineage":["https://openalex.org/I200475212"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kazuki Watanabe","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan","The Graduate University for Advanced Studies (SOKENDAI), Hayama, Japan","NII - National Institute of Informatics (2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo 101-8430 - Japan)","SOKENDAI - Graduate University for Advanced Studies [Hayama] (Shonan Village, Hayama, Kanagawa 240-0193 Japan - Japan)"],"raw_orcid":"https://orcid.org/0000-0002-4167-3370","affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]},{"raw_affiliation_string":"The Graduate University for Advanced Studies (SOKENDAI), Hayama, Japan","institution_ids":["https://openalex.org/I200475212"]},{"raw_affiliation_string":"NII - National Institute of Informatics (2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo 101-8430 - Japan)","institution_ids":["https://openalex.org/I184597095"]},{"raw_affiliation_string":"SOKENDAI - Graduate University for Advanced Studies [Hayama] (Shonan Village, Hayama, Kanagawa 240-0193 Japan - Japan)","institution_ids":["https://openalex.org/I200475212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072416125","display_name":"Clovis Eberhart","orcid":"https://orcid.org/0000-0003-3009-6747"},"institutions":[{"id":"https://openalex.org/I176979517","display_name":"International Research Center for Japanese Studies","ror":"https://ror.org/04861vz74","country_code":"JP","type":"education","lineage":["https://openalex.org/I1319490839","https://openalex.org/I176979517","https://openalex.org/I4210148627"]},{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]},{"id":"https://openalex.org/I4210125537","display_name":"Lebanese French University","ror":"https://ror.org/030t96b35","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210125537"]},{"id":"https://openalex.org/I4387152154","display_name":"Japanese-French Laboratory for Informatics","ror":"https://ror.org/007xn7v02","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I203951103","https://openalex.org/I39804081","https://openalex.org/I4387152154","https://openalex.org/I74801974"]}],"countries":["IQ","JP"],"is_corresponding":false,"raw_author_name":"Clovis Eberhart","raw_affiliation_strings":["Japanese-French Laboratory of Informatics, 3527 CNRS, Tokyo, Japan","National Institute of Informatics, Tokyo, Japan","NII - National Institute of Informatics (2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo 101-8430 - Japan)","JFLI - Japanese French Laboratory for Informatics (Japan)"],"raw_orcid":"https://orcid.org/0000-0003-3009-6747","affiliations":[{"raw_affiliation_string":"Japanese-French Laboratory of Informatics, 3527 CNRS, Tokyo, Japan","institution_ids":["https://openalex.org/I4210125537"]},{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]},{"raw_affiliation_string":"NII - National Institute of Informatics (2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo 101-8430 - Japan)","institution_ids":["https://openalex.org/I184597095"]},{"raw_affiliation_string":"JFLI - Japanese French Laboratory for Informatics (Japan)","institution_ids":["https://openalex.org/I176979517","https://openalex.org/I4387152154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026592834","display_name":"Kazuyuki Asada","orcid":"https://orcid.org/0000-0001-8782-2119"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuyuki Asada","raw_affiliation_strings":["Tohoku University, Sendai, Japan","Tohoku University [Sendai] (2-1-1 Katahira, Aoba-ku, Sendai, 980-8577 Japan - Japan)"],"raw_orcid":"https://orcid.org/0000-0001-8782-2119","affiliations":[{"raw_affiliation_string":"Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]},{"raw_affiliation_string":"Tohoku University [Sendai] (2-1-1 Katahira, Aoba-ku, Sendai, 980-8577 Japan - Japan)","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013382452","display_name":"Ichiro Hasuo","orcid":"https://orcid.org/0000-0002-8300-4650"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]},{"id":"https://openalex.org/I200475212","display_name":"The Graduate University for Advanced Studies, SOKENDAI","ror":"https://ror.org/0516ah480","country_code":"JP","type":"education","lineage":["https://openalex.org/I200475212"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ichiro Hasuo","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan","The Graduate University for Advanced Studies (SOKENDAI), Hayama, Japan","SOKENDAI - Graduate University for Advanced Studies [Hayama] (Shonan Village, Hayama, Kanagawa 240-0193 Japan - Japan)","NII - National Institute of Informatics (2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo 101-8430 - Japan)"],"raw_orcid":"https://orcid.org/0000-0002-8300-4650","affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]},{"raw_affiliation_string":"The Graduate University for Advanced Studies (SOKENDAI), Hayama, Japan","institution_ids":["https://openalex.org/I200475212"]},{"raw_affiliation_string":"SOKENDAI - Graduate University for Advanced Studies [Hayama] (Shonan Village, Hayama, Kanagawa 240-0193 Japan - Japan)","institution_ids":["https://openalex.org/I200475212"]},{"raw_affiliation_string":"NII - National Institute of Informatics (2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo 101-8430 - Japan)","institution_ids":["https://openalex.org/I184597095"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100770793"],"corresponding_institution_ids":["https://openalex.org/I184597095","https://openalex.org/I200475212"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":6.8256,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.9724023,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"40","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10260","display_name":"Software Engineering Research","score":0.994700014591217,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.851408839225769},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.637557864189148},{"id":"https://openalex.org/keywords/string","display_name":"String (physics)","score":0.6193112134933472},{"id":"https://openalex.org/keywords/influence-diagram","display_name":"Influence diagram","score":0.601446807384491},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5947346687316895},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5811705589294434},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5621645450592041},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.5362483859062195},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.4786352217197418},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4319363236427307},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3720407485961914},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.3008980453014374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25181999802589417},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.1645367443561554},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14944320917129517},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10501980781555176}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.851408839225769},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.637557864189148},{"id":"https://openalex.org/C157486923","wikidata":"https://www.wikidata.org/wiki/Q1376436","display_name":"String (physics)","level":2,"score":0.6193112134933472},{"id":"https://openalex.org/C20837028","wikidata":"https://www.wikidata.org/wiki/Q623966","display_name":"Influence diagram","level":3,"score":0.601446807384491},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5947346687316895},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5811705589294434},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5621645450592041},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.5362483859062195},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.4786352217197418},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4319363236427307},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3720407485961914},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.3008980453014374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25181999802589417},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.1645367443561554},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14944320917129517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10501980781555176},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-37709-9_3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37709-9_3","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37709-9_3.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04138445v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04138445","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"35th International Conference on Computer Aided Verification (CAV 2023), Jul 2023, Paris, France","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-37709-9_3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37709-9_3","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37709-9_3.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1762991518","display_name":null,"funder_award_id":"EP/V00252X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4384471271.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1498432697","https://openalex.org/W1524811322","https://openalex.org/W1862398452","https://openalex.org/W1997143185","https://openalex.org/W2016270404","https://openalex.org/W2074585352","https://openalex.org/W2102357532","https://openalex.org/W2102723093","https://openalex.org/W2104298332","https://openalex.org/W2137467159","https://openalex.org/W2284340808","https://openalex.org/W2580113371","https://openalex.org/W2900110008","https://openalex.org/W2963099229","https://openalex.org/W3100979930","https://openalex.org/W4200481391","https://openalex.org/W4210839962","https://openalex.org/W4236251876","https://openalex.org/W4243544101","https://openalex.org/W4290087449","https://openalex.org/W4384471271"],"related_works":["https://openalex.org/W4386799044","https://openalex.org/W2773208253","https://openalex.org/W2560646951","https://openalex.org/W2120406836","https://openalex.org/W2952096052","https://openalex.org/W2950465412","https://openalex.org/W1530444831","https://openalex.org/W2085694296","https://openalex.org/W2149253658","https://openalex.org/W2572715289"],"abstract_inverted_index":{"Abstract":[0],"We":[1],"present":[2],"a":[3,54],"compositional":[4],"model":[5],"checking":[6],"algorithm":[7,27,37],"for":[8,49],"Markov":[9],"decision":[10],"processes,":[11],"in":[12,17],"which":[13],"they":[14],"are":[15],"composed":[16],"the":[18,36],"categorical":[19],"graphical":[20],"language":[21],"of":[22,35],"string":[23],"diagrams":[24],".":[25],"The":[26],"computes":[28],"optimal":[29],"expected":[30,50],"rewards.":[31],"Our":[32],"theoretical":[33],"development":[34],"is":[38],"supported":[39],"by":[40],"category":[41],"theory,":[42],"while":[43],"what":[44],"we":[45],"call":[46],"decomposition":[47],"equalities":[48],"rewards":[51],"act":[52],"as":[53],"key":[55],"enabler.":[56],"Experimental":[57],"evaluation":[58],"demonstrates":[59],"its":[60],"performance":[61],"advantages.":[62]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
