{"id":"https://openalex.org/W2153601374","doi":"https://doi.org/10.1145/1291535.1291536","title":"Achieving both model and code coverage with automated gray-box testing","display_name":"Achieving both model and code coverage with automated gray-box testing","publication_year":2007,"publication_date":"2007-07-09","ids":{"openalex":"https://openalex.org/W2153601374","doi":"https://doi.org/10.1145/1291535.1291536","mag":"2153601374"},"language":"en","primary_location":{"id":"doi:10.1145/1291535.1291536","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1291535.1291536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd international workshop on Advances in model-based testing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5110206054","display_name":"Nicol\u00e1s Kicillof","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nicolas Kicillof","raw_affiliation_strings":["FCEyN -UBA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FCEyN -UBA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057904664","display_name":"Wolfgang Grieskamp","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wolfgang Grieskamp","raw_affiliation_strings":["Microsoft Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014944734","display_name":"Nikolai Tillmann","orcid":"https://orcid.org/0000-0002-9251-5954"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nikolai Tillmann","raw_affiliation_strings":["Microsoft Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005812046","display_name":"V\u0131\u0301ctor Braberman","orcid":"https://orcid.org/0000-0001-5946-3550"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"government","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Victor Braberman","raw_affiliation_strings":["FCEyN- UBA/CONICET"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FCEyN- UBA/CONICET","institution_ids":["https://openalex.org/I151201029"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0775,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.75917859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"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":0.9994999766349792,"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":0.9986000061035156,"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/white-box-testing","display_name":"White-box testing","score":0.8015034198760986},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7775436043739319},{"id":"https://openalex.org/keywords/oracle","display_name":"Oracle","score":0.7126492857933044},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.7029688954353333},{"id":"https://openalex.org/keywords/unit-testing","display_name":"Unit testing","score":0.69838547706604},{"id":"https://openalex.org/keywords/code-coverage","display_name":"Code coverage","score":0.684325635433197},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.6364665031433105},{"id":"https://openalex.org/keywords/keyword-driven-testing","display_name":"Keyword-driven testing","score":0.5521876215934753},{"id":"https://openalex.org/keywords/black-box-testing","display_name":"Black-box testing","score":0.5303961038589478},{"id":"https://openalex.org/keywords/model-based-testing","display_name":"Model-based testing","score":0.5144365429878235},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.4981875419616699},{"id":"https://openalex.org/keywords/non-regression-testing","display_name":"Non-regression testing","score":0.4971802532672882},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4840047061443329},{"id":"https://openalex.org/keywords/integration-testing","display_name":"Integration testing","score":0.46491581201553345},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4579848349094391},{"id":"https://openalex.org/keywords/test-management-approach","display_name":"Test Management Approach","score":0.44200652837753296},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4147472381591797},{"id":"https://openalex.org/keywords/manual-testing","display_name":"Manual testing","score":0.41105014085769653},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.38629668951034546},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3127110004425049},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.1958850622177124},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.1866019070148468},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16429820656776428}],"concepts":[{"id":"https://openalex.org/C162443782","wikidata":"https://www.wikidata.org/wiki/Q1066228","display_name":"White-box testing","level":5,"score":0.8015034198760986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7775436043739319},{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.7126492857933044},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.7029688954353333},{"id":"https://openalex.org/C148027188","wikidata":"https://www.wikidata.org/wiki/Q907375","display_name":"Unit testing","level":3,"score":0.69838547706604},{"id":"https://openalex.org/C53942775","wikidata":"https://www.wikidata.org/wiki/Q1211721","display_name":"Code coverage","level":3,"score":0.684325635433197},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.6364665031433105},{"id":"https://openalex.org/C169168650","wikidata":"https://www.wikidata.org/wiki/Q1675637","display_name":"Keyword-driven testing","level":5,"score":0.5521876215934753},{"id":"https://openalex.org/C24169984","wikidata":"https://www.wikidata.org/wiki/Q879969","display_name":"Black-box testing","level":5,"score":0.5303961038589478},{"id":"https://openalex.org/C165825675","wikidata":"https://www.wikidata.org/wiki/Q1399743","display_name":"Model-based testing","level":4,"score":0.5144365429878235},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.4981875419616699},{"id":"https://openalex.org/C86469151","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Non-regression testing","level":5,"score":0.4971802532672882},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4840047061443329},{"id":"https://openalex.org/C107683887","wikidata":"https://www.wikidata.org/wiki/Q782466","display_name":"Integration testing","level":3,"score":0.46491581201553345},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4579848349094391},{"id":"https://openalex.org/C7435765","wikidata":"https://www.wikidata.org/wiki/Q7705776","display_name":"Test Management Approach","level":5,"score":0.44200652837753296},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4147472381591797},{"id":"https://openalex.org/C182122060","wikidata":"https://www.wikidata.org/wiki/Q6752328","display_name":"Manual testing","level":5,"score":0.41105014085769653},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.38629668951034546},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3127110004425049},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.1958850622177124},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.1866019070148468},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16429820656776428},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1291535.1291536","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1291535.1291536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd international workshop on Advances in model-based testing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W647008","https://openalex.org/W18855373","https://openalex.org/W1493688518","https://openalex.org/W1548806133","https://openalex.org/W1598031569","https://openalex.org/W1606443439","https://openalex.org/W1608087281","https://openalex.org/W1783413852","https://openalex.org/W1893608329","https://openalex.org/W1975450054","https://openalex.org/W2014309790","https://openalex.org/W2043375653","https://openalex.org/W2096449544","https://openalex.org/W2098353690","https://openalex.org/W2098485764","https://openalex.org/W2101512909","https://openalex.org/W2114306296","https://openalex.org/W2114920227","https://openalex.org/W2121524296","https://openalex.org/W2126606154","https://openalex.org/W2135642703","https://openalex.org/W2156633971","https://openalex.org/W2157499124","https://openalex.org/W2159267714","https://openalex.org/W2293287097","https://openalex.org/W2531523631","https://openalex.org/W3004284463","https://openalex.org/W3143245542","https://openalex.org/W4237492309","https://openalex.org/W4251237796","https://openalex.org/W4285719527","https://openalex.org/W6629538277","https://openalex.org/W6636475409","https://openalex.org/W6683224893","https://openalex.org/W6792413771"],"related_works":["https://openalex.org/W3214776400","https://openalex.org/W3197709817","https://openalex.org/W2915670848","https://openalex.org/W2405892333","https://openalex.org/W2004139619","https://openalex.org/W2335749738","https://openalex.org/W2952740084","https://openalex.org/W2767512594","https://openalex.org/W2113385454","https://openalex.org/W2181413133"],"abstract_inverted_index":{"We":[0,152],"have":[1],"devised":[2],"a":[3,12,58,64,94,137],"novel":[4],"technique":[5],"to":[6,46,57,90,112,136],"automatically":[7],"generate":[8],"test":[9,39,54,85,95,147],"cases":[10],"for":[11,29,48],"software":[13],"system,":[14],"combining":[15],"black-box":[16],"model-based":[17,159],"testing":[18,143,160],"with":[19,55],"white-box":[20],"parameterized":[21,141],"unit":[22,142],"testing.":[23],"The":[24,61],"former":[25],"provides":[26],"general":[27],"guidance":[28],"the":[30,33,36,44,104,113,123,128],"structure":[31],"of":[32,38,50,66,122],"tests":[34],"in":[35,93,103],"form":[37],"sequences,":[40],"as":[41,43,88,127],"well":[42],"oracle":[45],"check":[47],"conformance":[49],"an":[51],"application":[52],"under":[53],"respect":[56],"behavioral":[59],"model.":[60],"latter":[62],"finds":[63],"set":[65],"concrete":[67],"parameter":[68],"values":[69,133],"that":[70,98],"maximize":[71],"code":[72,89,109],"coverage":[73],"using":[74],"symbolic":[75],"analysis.":[76],"By":[77],"applying":[78],"these":[79],"techniques":[80],"together,":[81],"we":[82],"can":[83],"produce":[84],"definitions":[86],"(expressed":[87],"be":[91,118],"run":[92],"management":[96],"framework)":[97],"exercise":[99],"all":[100],"selected":[101],"paths":[102],"model,":[105],"while":[106,140],"also":[107],"covering":[108],"branches":[110],"specific":[111],"implementation.":[114],"These":[115],"results":[116],"cannot":[117,130],"obtained":[119],"from":[120],"any":[121],"individual":[124],"approaches":[125],"alone,":[126],"model":[129],"predict":[131],"what":[132],"are":[134],"significant":[135],"particular":[138],"implementation,":[139],"requires":[144],"manually":[145],"written":[146],"sequences":[148],"and":[149],"correctness":[150],"validations.":[151],"provide":[153],"tool":[154],"support,":[155],"integrated":[156],"into":[157],"our":[158],"tool.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":7}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
