{"id":"https://openalex.org/W2053352009","doi":"https://doi.org/10.1145/1595696.1595761","title":"Automatic steering of behavioral model inference","display_name":"Automatic steering of behavioral model inference","publication_year":2009,"publication_date":"2009-08-24","ids":{"openalex":"https://openalex.org/W2053352009","doi":"https://doi.org/10.1145/1595696.1595761","mag":"2053352009"},"language":"en","primary_location":{"id":"doi:10.1145/1595696.1595761","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1595696.1595761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1469&context=sis_research","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081036622","display_name":"David Lo","orcid":"https://orcid.org/0000-0002-4367-7201"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"David Lo","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore","[Singapore Management University, Singapore, Singapore]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]},{"raw_affiliation_string":"[Singapore Management University, Singapore, Singapore]","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036120394","display_name":"Leonardo Mariani","orcid":"https://orcid.org/0000-0001-9527-7042"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Leonardo Mariani","raw_affiliation_strings":["University of Milano Bicocca, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Milano Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066540482","display_name":"Mauro Pezz\u00e8","orcid":"https://orcid.org/0000-0001-5193-7379"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mauro Pezz\u00e8","raw_affiliation_strings":["University of Milano Bicocca, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Milano Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":105,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"345","last_page":"354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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":0.9998000264167786,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"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":0.8114623427391052},{"id":"https://openalex.org/keywords/spurious-relationship","display_name":"Spurious relationship","score":0.6383609771728516},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5589712858200073},{"id":"https://openalex.org/keywords/behavioral-modeling","display_name":"Behavioral modeling","score":0.5193220376968384},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49178603291511536},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4605407416820526},{"id":"https://openalex.org/keywords/finite-state-machine","display_name":"Finite-state machine","score":0.4517754912376404},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4482713043689728},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.41598761081695557},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37973976135253906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34057921171188354},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.2594604790210724},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2427486777305603}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8114623427391052},{"id":"https://openalex.org/C97256817","wikidata":"https://www.wikidata.org/wiki/Q1462316","display_name":"Spurious relationship","level":2,"score":0.6383609771728516},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5589712858200073},{"id":"https://openalex.org/C78639753","wikidata":"https://www.wikidata.org/wiki/Q3318160","display_name":"Behavioral modeling","level":2,"score":0.5193220376968384},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49178603291511536},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4605407416820526},{"id":"https://openalex.org/C167822520","wikidata":"https://www.wikidata.org/wiki/Q176452","display_name":"Finite-state machine","level":2,"score":0.4517754912376404},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4482713043689728},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.41598761081695557},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37973976135253906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34057921171188354},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2594604790210724},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2427486777305603}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/1595696.1595761","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1595696.1595761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-1469","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1469&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"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":"http://dx.doi.org/10.1145/1595696.1595761","raw_type":"Conference Proceeding Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.540.9569","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.540.9569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.lta.disco.unimib.it/lta/uploads/papers/Lo-Steering-ESECFSE-2009.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.955.3485","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.955.3485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article%3D1469%26context%3Dsis_research","raw_type":"text"},{"id":"pmh:oai:boa.unimib.it:10281/6440","is_oa":false,"landing_page_url":"http://hdl.handle.net/10281/6440","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-1469","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1469&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"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":"http://dx.doi.org/10.1145/1595696.1595761","raw_type":"Conference Proceeding Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W122598200","https://openalex.org/W1506519717","https://openalex.org/W1974412019","https://openalex.org/W1979414609","https://openalex.org/W2004865374","https://openalex.org/W2076343783","https://openalex.org/W2099353275","https://openalex.org/W2101058980","https://openalex.org/W2110908283","https://openalex.org/W2111923861","https://openalex.org/W2115803466","https://openalex.org/W2117227762","https://openalex.org/W2121059325","https://openalex.org/W2121376435","https://openalex.org/W2121818394","https://openalex.org/W2124081952","https://openalex.org/W2125962933","https://openalex.org/W2126834265","https://openalex.org/W2129713024","https://openalex.org/W2131109383","https://openalex.org/W2131954495","https://openalex.org/W2136230992","https://openalex.org/W2136656815","https://openalex.org/W2138059712","https://openalex.org/W2140190241","https://openalex.org/W2146908974","https://openalex.org/W2149349589","https://openalex.org/W2149488143","https://openalex.org/W2152878141","https://openalex.org/W2153487332","https://openalex.org/W2155988490","https://openalex.org/W2223115626","https://openalex.org/W2295399529","https://openalex.org/W2340735175","https://openalex.org/W2913459036","https://openalex.org/W3106729728","https://openalex.org/W4231709874","https://openalex.org/W6605021781","https://openalex.org/W6680704940","https://openalex.org/W6684644128"],"related_works":["https://openalex.org/W3113091479","https://openalex.org/W941090075","https://openalex.org/W2162899405","https://openalex.org/W2044987316","https://openalex.org/W2237480245","https://openalex.org/W3134374554","https://openalex.org/W2519167559","https://openalex.org/W2075065631","https://openalex.org/W4288358396","https://openalex.org/W3121164913"],"abstract_inverted_index":{"Many":[0],"testing":[1,94],"and":[2,11,26,39,51,56,87,95],"analysis":[3,96],"techniques":[4,31,97],"use":[5,99],"finite":[6,34],"state":[7,35],"models":[8,23,36,43,64,77],"to":[9,32],"validate":[10],"verify":[12],"the":[13,19,54,68,71,91],"quality":[14],"of":[15,21,58,70,93],"software":[16,60],"systems.":[17,61],"Since":[18],"specification":[20],"such":[22],"is":[24,74],"complex":[25],"time-consuming,":[27],"researchers":[28],"defined":[29],"several":[30],"extract":[33],"from":[37],"code":[38],"traces.":[40],"Automatically":[41],"generating":[42],"requires":[44],"much":[45],"less":[46],"effort":[47],"than":[48],"designing":[49],"them,":[50],"thus":[52,89],"eases":[53],"verification":[55],"validation":[57],"large":[59],"However,":[62],"when":[63],"are":[65],"inferred":[66],"automatically,":[67],"precision":[69],"mining":[72],"process":[73],"critical.":[75],"Behavioral":[76],"mined":[78],"with":[79],"imprecise":[80],"processes":[81],"can":[82,88],"include":[83],"many":[84],"spurious":[85],"behaviors,":[86],"compromise":[90],"results":[92],"that":[98],"those":[100],"models.":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
