{"id":"https://openalex.org/W4388026862","doi":"https://doi.org/10.1007/978-3-031-47115-5_20","title":"PMC-VIS: An Interactive Visualization Tool for\u00a0Probabilistic Model Checking","display_name":"PMC-VIS: An Interactive Visualization Tool for\u00a0Probabilistic Model Checking","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388026862","doi":"https://doi.org/10.1007/978-3-031-47115-5_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-47115-5_20","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-47115-5_20","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-47115-5_20.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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-47115-5_20.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019438856","display_name":"Max Korn","orcid":"https://orcid.org/0000-0003-3049-2539"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Max Korn","raw_affiliation_strings":["Institute of Theoretical Computer Science, TU Dresden, Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3049-2539","affiliations":[{"raw_affiliation_string":"Institute of Theoretical Computer Science, TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103036749","display_name":"Juli\u00e1n M\u00e9ndez","orcid":"https://orcid.org/0000-0003-1029-7656"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Juli\u00e1n M\u00e9ndez","raw_affiliation_strings":["Interactive Media Lab Dresden, TU Dresden, Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1029-7656","affiliations":[{"raw_affiliation_string":"Interactive Media Lab Dresden, TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028850927","display_name":"Sascha Kl\u00fcppelholz","orcid":"https://orcid.org/0000-0003-1724-2586"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sascha Kl\u00fcppelholz","raw_affiliation_strings":["Institute of Theoretical Computer Science, TU Dresden, Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1724-2586","affiliations":[{"raw_affiliation_string":"Institute of Theoretical Computer Science, TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084586922","display_name":"Ricardo Langner","orcid":"https://orcid.org/0000-0003-4519-2168"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ricardo Langner","raw_affiliation_strings":["Interactive Media Lab Dresden, TU Dresden, Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4519-2168","affiliations":[{"raw_affiliation_string":"Interactive Media Lab Dresden, TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091344667","display_name":"Christel Baier","orcid":"https://orcid.org/0000-0002-5321-9343"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christel Baier","raw_affiliation_strings":["Institute of Theoretical Computer Science, TU Dresden, Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5321-9343","affiliations":[{"raw_affiliation_string":"Institute of Theoretical Computer Science, TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043672607","display_name":"Raimund Dachselt","orcid":"https://orcid.org/0000-0002-2176-876X"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Raimund Dachselt","raw_affiliation_strings":["Interactive Media Lab Dresden, TU Dresden, Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2176-876X","affiliations":[{"raw_affiliation_string":"Interactive Media Lab Dresden, TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5019438856","https://openalex.org/A5028850927","https://openalex.org/A5043672607","https://openalex.org/A5084586922","https://openalex.org/A5091344667","https://openalex.org/A5103036749"],"corresponding_institution_ids":["https://openalex.org/I78650965"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":2.3598,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90371338,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"361","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9957000017166138,"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":0.9957000017166138,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9884999990463257,"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"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.987500011920929,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9029066562652588},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.779556155204773},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.778740406036377},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7095534205436707},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6256445050239563},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.49926042556762695},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.46096891164779663},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4387354254722595},{"id":"https://openalex.org/keywords/interactive-visualization","display_name":"Interactive visualization","score":0.43450817465782166},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36204445362091064},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3518019914627075},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3429141938686371},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.27558377385139465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2579393982887268},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.23617765307426453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9029066562652588},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.779556155204773},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.778740406036377},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7095534205436707},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6256445050239563},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.49926042556762695},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.46096891164779663},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4387354254722595},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.43450817465782166},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36204445362091064},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3518019914627075},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3429141938686371},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.27558377385139465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2579393982887268},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.23617765307426453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-47115-5_20","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-47115-5_20","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-47115-5_20.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"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-47115-5_20","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-47115-5_20","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-47115-5_20.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":[{"display_name":"Peace, Justice and strong institutions","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1375572575","display_name":"EXC 2050: Centre for Tactile Internet with HumanintheLoop (CeTI)","funder_award_id":"390696704","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1407243695","display_name":null,"funder_award_id":"EXC 2050/1","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G173691922","display_name":"EXC 2068: Physik des Lebens  Die dynamische Organisation lebender Materie (PoL)","funder_award_id":"390729961","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1933938177","display_name":null,"funder_award_id":"EXC 2050/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3032849772","display_name":null,"funder_award_id":"TRR 248","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4021765181","display_name":null,"funder_award_id":"2050/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4191964291","display_name":null,"funder_award_id":"390696704","funder_id":"https://openalex.org/F4320323644","funder_display_name":"S\u00e4chsisches Staatsministerium f\u00fcr Wissenschaft und Kunst"},{"id":"https://openalex.org/G5086605701","display_name":null,"funder_award_id":"389792660","funder_id":"https://openalex.org/F4320321613","funder_display_name":"Technische Universit\u00e4t Dresden"},{"id":"https://openalex.org/G5154814024","display_name":null,"funder_award_id":"390696704","funder_id":"https://openalex.org/F4320321613","funder_display_name":"Technische Universit\u00e4t Dresden"},{"id":"https://openalex.org/G541433245","display_name":null,"funder_award_id":"EXC\u20102068","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5628759018","display_name":null,"funder_award_id":"390696704","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G6487565558","display_name":null,"funder_award_id":"EXC-2068","funder_id":"https://openalex.org/F4320321613","funder_display_name":"Technische Universit\u00e4t Dresden"},{"id":"https://openalex.org/G7668369193","display_name":null,"funder_award_id":"SCADS22B","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G890954746","display_name":"TRR 248: Grundlagen verst\u00e4ndlicher SoftwareSysteme  f\u00fcr eine nachvollziehbare cyberphysische Welt","funder_award_id":"389792660","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320321613","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30"},{"id":"https://openalex.org/F4320323644","display_name":"S\u00e4chsisches Staatsministerium f\u00fcr Wissenschaft und Kunst","ror":"https://ror.org/05wnef833"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388026862.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W160080120","https://openalex.org/W1565924926","https://openalex.org/W1862398452","https://openalex.org/W1878071947","https://openalex.org/W1892979790","https://openalex.org/W1980600083","https://openalex.org/W1997522225","https://openalex.org/W2099276158","https://openalex.org/W2123322679","https://openalex.org/W2131548207","https://openalex.org/W2160883697","https://openalex.org/W2213497608","https://openalex.org/W2410243683","https://openalex.org/W2512667525","https://openalex.org/W2604616990","https://openalex.org/W2810491896","https://openalex.org/W2888705264","https://openalex.org/W2922354248","https://openalex.org/W2931334490","https://openalex.org/W2956831428","https://openalex.org/W2978709001","https://openalex.org/W3035012694","https://openalex.org/W3198534868","https://openalex.org/W3202599568","https://openalex.org/W4316494517","https://openalex.org/W6950367164"],"related_works":["https://openalex.org/W4321442002","https://openalex.org/W2015265939","https://openalex.org/W2284072287","https://openalex.org/W2611067230","https://openalex.org/W4235469518","https://openalex.org/W2387706296","https://openalex.org/W2155788121","https://openalex.org/W2480201319","https://openalex.org/W2294325978","https://openalex.org/W2890345561"],"abstract_inverted_index":{"Abstract":[0],"State-of-the-art":[1],"Probabilistic":[2],"Model":[3],"Checking":[4],"(PMC)":[5],"offers":[6],"multiple":[7,127],"engines":[8],"for":[9,34],"the":[10,26,40,60,70,77,108,122],"quantitative":[11,98],"analysis":[12,99],"of":[13,29,42,63,72,111,124,126,132],"Markov":[14],"Decision":[15],"Processes":[16],"(MDPs),":[17],"including":[18],"rewards":[19],"modeling":[20],"cost":[21],"or":[22],"utility":[23],"values.":[24],"Despite":[25],"huge":[27],"amount":[28],"internally":[30],"computed":[31,78],"information,":[32],"support":[33],"debugging":[35],"and":[36,45,94,113,116],"facilities":[37],"that":[38,68],"enhance":[39],"understandability":[41],"PMC":[43,79,114],"models":[44],"results":[46,80,115],"are":[47],"very":[48],"limited.":[49],"As":[50],"a":[51,66],"first":[52],"step":[53],"to":[54,120],"improve":[55],"on":[56],"that,":[57],"we":[58],"present":[59],"basic":[61],"principles":[62],"PMC-VIS":[64,101,133],",":[65],"tool":[67],"supports":[69,102],"exploration":[71],"large":[73],"MDPs":[74,112],"together":[75],"with":[76,97],"per":[81],"MDP-state":[82],"through":[83,136],"interactive":[84],"visualization.":[85],"By":[86],"combining":[87],"visualization":[88],"techniques,":[89],"such":[90],"as":[91],"node-link":[92],"diagrams":[93],"parallel":[95],"coordinates,":[96],"capabilities,":[100],"users":[103],"in":[104],"gaining":[105],"insights":[106],"into":[107],"probabilistic":[109],"behavior":[110],"enables":[117],"different":[118,138],"ways":[119],"explore":[121],"behaviour":[123],"schedulers":[125],"target":[128],"properties.":[129],"The":[130],"usefulness":[131],"is":[134],"demonstrated":[135],"three":[137],"application":[139],"scenarios.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}