{"id":"https://openalex.org/W2130730821","doi":"https://doi.org/10.1145/1985793.1985874","title":"Mining parametric specifications","display_name":"Mining parametric specifications","publication_year":2011,"publication_date":"2011-05-21","ids":{"openalex":"https://openalex.org/W2130730821","doi":"https://doi.org/10.1145/1985793.1985874","mag":"2130730821"},"language":"en","primary_location":{"id":"doi:10.1145/1985793.1985874","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1985793.1985874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd International Conference on Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ideals.illinois.edu/items/15092/bitstreams/53524/data.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049163556","display_name":"Choong-Hwan Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Choonghwan Lee","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA","University of Illinois at Urbana Champaign, Urbana-Champaign, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352754","display_name":"Feng Chen","orcid":"https://orcid.org/0000-0003-4813-2494"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Chen","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA","University of Illinois at Urbana Champaign, Urbana-Champaign, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053878331","display_name":"Grigore Ro\u015fu","orcid":"https://orcid.org/0000-0002-3102-0421"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Grigore Ro\u015fu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA","University of Illinois at Urbana Champaign, Urbana-Champaign, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":25.8031,"has_fulltext":true,"cited_by_count":67,"citation_normalized_percentile":{"value":0.99394576,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"591","last_page":"600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9995999932289124,"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":0.9995999932289124,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9983999729156494,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9962000250816345,"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/parametric-statistics","display_name":"Parametric statistics","score":0.8903478384017944},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8051151037216187},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.7237333655357361},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5178945064544678},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.48628127574920654},{"id":"https://openalex.org/keywords/parametric-model","display_name":"Parametric model","score":0.4848419427871704},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4385080933570862},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3230229616165161},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20600804686546326},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06086722016334534}],"concepts":[{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.8903478384017944},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8051151037216187},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.7237333655357361},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5178945064544678},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.48628127574920654},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.4848419427871704},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4385080933570862},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3230229616165161},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20600804686546326},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06086722016334534},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1985793.1985874","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1985793.1985874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd International Conference on Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:www.ideals.illinois.edu:2142/15109","is_oa":true,"landing_page_url":"http://hdl.handle.net/2142/15109","pdf_url":"https://www.ideals.illinois.edu/items/15092/bitstreams/53524/data.pdf","source":{"id":"https://openalex.org/S4306401358","display_name":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801919071","host_organization_name":"University of Illinois System","host_organization_lineage":["https://openalex.org/I2801919071"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"technical report"},{"id":"pmh:oai:www.ideals.illinois.edu:2142/16947","is_oa":false,"landing_page_url":"http://hdl.handle.net/2142/16947","pdf_url":null,"source":{"id":"https://openalex.org/S4306401358","display_name":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801919071","host_organization_name":"University of Illinois System","host_organization_lineage":["https://openalex.org/I2801919071"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"technical report"}],"best_oa_location":{"id":"pmh:oai:www.ideals.illinois.edu:2142/15109","is_oa":true,"landing_page_url":"http://hdl.handle.net/2142/15109","pdf_url":"https://www.ideals.illinois.edu/items/15092/bitstreams/53524/data.pdf","source":{"id":"https://openalex.org/S4306401358","display_name":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801919071","host_organization_name":"University of Illinois System","host_organization_lineage":["https://openalex.org/I2801919071"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"technical report"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2130730821.pdf","grobid_xml":"https://content.openalex.org/works/W2130730821.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W90447038","https://openalex.org/W122598200","https://openalex.org/W1610570299","https://openalex.org/W1983119041","https://openalex.org/W2074001172","https://openalex.org/W2074644416","https://openalex.org/W2076343783","https://openalex.org/W2093938715","https://openalex.org/W2113548992","https://openalex.org/W2116409384","https://openalex.org/W2117227762","https://openalex.org/W2121818394","https://openalex.org/W2124081952","https://openalex.org/W2126775986","https://openalex.org/W2131954495","https://openalex.org/W2136646111","https://openalex.org/W2149349589","https://openalex.org/W2150593762","https://openalex.org/W2156429182","https://openalex.org/W2156841542","https://openalex.org/W2156915601","https://openalex.org/W2164119561","https://openalex.org/W2165575313","https://openalex.org/W2166091242","https://openalex.org/W2167187192","https://openalex.org/W2171471938","https://openalex.org/W2295399529","https://openalex.org/W6605021781","https://openalex.org/W6992794236"],"related_works":["https://openalex.org/W2298595008","https://openalex.org/W2058182359","https://openalex.org/W2289718384","https://openalex.org/W4319995445","https://openalex.org/W2256775812","https://openalex.org/W1995675544","https://openalex.org/W2509524819","https://openalex.org/W3127866798","https://openalex.org/W2068427817","https://openalex.org/W4294845631"],"abstract_inverted_index":{"Specifications":[0],"carrying":[1],"formal":[2],"parameters":[3],"that":[4],"are":[5,24,33,77],"bound":[6],"to":[7,27,80,98],"concrete":[8],"data":[9],"at":[10],"runtime":[11],"can":[12],"effectively":[13],"and":[14,70,103],"elegantly":[15],"capture":[16],"multi-object":[17],"behaviors":[18],"or":[19],"protocols.":[20],"Unfortunately,":[21],"parametric":[22,44,67,105],"specifications":[23,45],"not":[25],"easy":[26],"formulate":[28],"by":[29],"nonexperts":[30],"and,":[31],"consequently,":[32],"rarely":[34],"available.":[35],"This":[36],"paper":[37],"presents":[38],"a":[39,51,57],"general":[40],"approach":[41],"for":[42],"mining":[43],"from":[46,66],"program":[47],"executions,":[48],"based":[49],"on":[50],"strict":[52],"separation":[53],"of":[54,63,107],"concerns:":[55],"(1)":[56],"trace":[58,75],"slicer":[59],"first":[60],"extracts":[61],"sets":[62],"independent":[64],"interactions":[65],"execution":[68],"traces;":[69],"(2)":[71],"the":[72],"resulting":[73],"non-parametric":[74,83],"slices":[76],"then":[78],"passed":[79],"any":[81],"conventional":[82],"property":[84],"learner.":[85],"The":[86],"presented":[87],"technique":[88],"has":[89,95],"been":[90,96],"implemented":[91],"in":[92],"jMiner,":[93],"which":[94],"used":[97],"automatically":[99],"mine":[100],"many":[101],"meaningful":[102],"non-trivial":[104],"properties":[106],"OpenJDK":[108],"6.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":13}],"updated_date":"2026-07-04T07:58:01.006859","created_date":"2025-10-10T00:00:00"}
