{"id":"https://openalex.org/W2125727889","doi":"https://doi.org/10.1145/1368088.1368136","title":"Sufficient mutation operators for measuring test effectiveness","display_name":"Sufficient mutation operators for measuring test effectiveness","publication_year":2008,"publication_date":"2008-05-10","ids":{"openalex":"https://openalex.org/W2125727889","doi":"https://doi.org/10.1145/1368088.1368136","mag":"2125727889"},"language":"en","primary_location":{"id":"doi:10.1145/1368088.1368136","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1368088.1368136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th international conference on Software engineering","raw_type":"proceedings-article"},"type":"article","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/A5026464816","display_name":"Akbar Siami Namin","orcid":"https://orcid.org/0000-0002-1646-7495"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Akbar Siami Namin","raw_affiliation_strings":["University of Western Ontario, London, ON, Canada","Dept. of Comput. Sci., Univ. of Western Ontario, London, ON#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Western Ontario, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. of Western Ontario, London, ON#TAB#","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112519260","display_name":"James H. Andrews","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"James H. Andrews","raw_affiliation_strings":["University of Western Ontario, London, ON, Canada","Dept. of Comput. Sci., Univ. of Western Ontario, London, ON#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Western Ontario, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. of Western Ontario, London, ON#TAB#","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109079136","display_name":"Duncan J. Murdoch","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Duncan J. Murdoch","raw_affiliation_strings":["University of Western Ontario, London, ON, Canada","Dept. of Stat. & Actuarial Sci., Univ. of Western Ontario, London, ON"],"affiliations":[{"raw_affiliation_string":"University of Western Ontario, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Dept. of Stat. & Actuarial Sci., Univ. of Western Ontario, London, ON","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026464816"],"corresponding_institution_ids":["https://openalex.org/I125749732"],"apc_list":null,"apc_paid":null,"fwci":13.4785,"has_fulltext":false,"cited_by_count":180,"citation_normalized_percentile":{"value":0.98804988,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"351","last_page":"360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9830999970436096,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/mutant","display_name":"Mutant","score":0.736534595489502},{"id":"https://openalex.org/keywords/mutation-testing","display_name":"Mutation testing","score":0.6992102861404419},{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.6777823567390442},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.6670063734054565},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.559279203414917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4638165831565857},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44459185004234314},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32656437158584595},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.252316951751709},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21709397435188293},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.21707582473754883},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.19988220930099487},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13723081350326538},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07905739545822144},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.07188573479652405}],"concepts":[{"id":"https://openalex.org/C143065580","wikidata":"https://www.wikidata.org/wiki/Q3285695","display_name":"Mutant","level":3,"score":0.736534595489502},{"id":"https://openalex.org/C163565370","wikidata":"https://www.wikidata.org/wiki/Q4308623","display_name":"Mutation testing","level":4,"score":0.6992102861404419},{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.6777823567390442},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.6670063734054565},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.559279203414917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4638165831565857},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44459185004234314},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32656437158584595},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.252316951751709},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21709397435188293},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.21707582473754883},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19988220930099487},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13723081350326538},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07905739545822144},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.07188573479652405},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1368088.1368136","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1368088.1368136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th international conference on Software engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.159.9812","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.159.9812","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.inf.ufpr.br/silvia/topicos/artigostrab/p351-siaminamin.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.352.2083","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.352.2083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W28026579","https://openalex.org/W1567503821","https://openalex.org/W2013711971","https://openalex.org/W2022274639","https://openalex.org/W2027358267","https://openalex.org/W2028536280","https://openalex.org/W2049695835","https://openalex.org/W2051400406","https://openalex.org/W2061227290","https://openalex.org/W2063978378","https://openalex.org/W2074461890","https://openalex.org/W2093349432","https://openalex.org/W2102742419","https://openalex.org/W2108557864","https://openalex.org/W2121084350","https://openalex.org/W2124300773","https://openalex.org/W2134691366","https://openalex.org/W2142266413","https://openalex.org/W2152949369","https://openalex.org/W2159192054","https://openalex.org/W2171451409","https://openalex.org/W2538348493","https://openalex.org/W2568019624","https://openalex.org/W2797320655","https://openalex.org/W4236200536","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4240785775","https://openalex.org/W2123958666","https://openalex.org/W2027223071","https://openalex.org/W2546792321","https://openalex.org/W1995023328","https://openalex.org/W2951506308","https://openalex.org/W2731612402","https://openalex.org/W2488011889","https://openalex.org/W2165310406","https://openalex.org/W2139763472"],"abstract_inverted_index":{"Mutants":[0],"are":[1],"automatically-generated,":[2],"possibly":[3],"faulty":[4],"variants":[5],"of":[6,12,19,31,42,57],"programs.":[7],"The":[8],"mutation":[9,59],"adequacy":[10],"ratio":[11,18,35],"a":[13,40],"test":[14,43],"suite":[15],"is":[16,23],"the":[17,28,54,67],"non-equivalent":[20,32],"mutants":[21],"it":[22,46],"able":[24],"to":[25,27,50,53],"identify":[26],"total":[29],"number":[30,56],"mutants.":[33,68],"This":[34],"can":[36,47],"be":[37,48],"used":[38],"as":[39],"measure":[41],"effectiveness.":[44],"However,":[45],"expensive":[49],"calculate,":[51],"due":[52],"large":[55],"different":[58],"operators":[60],"that":[61],"have":[62],"been":[63],"proposed":[64],"for":[65],"generating":[66]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":17},{"year":2014,"cited_by_count":17},{"year":2013,"cited_by_count":13},{"year":2012,"cited_by_count":12}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
