{"id":"https://openalex.org/W2063685235","doi":"https://doi.org/10.1145/2001858.2001997","title":"Automatic mutation based test data generation","display_name":"Automatic mutation based test data generation","publication_year":2011,"publication_date":"2011-07-12","ids":{"openalex":"https://openalex.org/W2063685235","doi":"https://doi.org/10.1145/2001858.2001997","mag":"2063685235"},"language":"en","primary_location":{"id":"doi:10.1145/2001858.2001997","doi":"https://doi.org/10.1145/2001858.2001997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001858.2001997","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Genetic and Evolutionary Computation Conference Companion (GECCO Companion)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5081145634","display_name":"Mike Papadakis","orcid":"https://orcid.org/0000-0003-1852-2547","observed_orcids":["https://orcid.org/0000-0003-1852-2547"]},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Mike Papadakis","raw_affiliation_strings":["Athens University of Economics and Business , Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athens University of Economics and Business , Athens, Greece","institution_ids":["https://openalex.org/I73142707"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087724507","display_name":"Nicos Malevris","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nicos Malevris","raw_affiliation_strings":["Athens University of Economics and Business , Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athens University of Economics and Business , Athens, Greece","institution_ids":["https://openalex.org/I73142707"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I73142707"],"apc_list":null,"apc_paid":null,"fwci":0.3909,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.46721735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"247","last_page":"248"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.0,"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/T10260","display_name":"Software Engineering Research","score":0.0,"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/mutation-testing","display_name":"mutation testing","score":0.9909999966621399},{"id":"https://openalex.org/keywords/test-data-generation","display_name":"test data generation","score":0.9679999947547913},{"id":"https://openalex.org/keywords/search-based-software-testing","display_name":"search-based testing","score":0.8489999771118164},{"id":"https://openalex.org/keywords/dynamic-execution","display_name":"dynamic execution","score":0.7799999713897705},{"id":"https://openalex.org/keywords/fitness-function","display_name":"fitness function","score":0.8510000109672546},{"id":"https://openalex.org/keywords/hill-climbing","display_name":"hill climbing","score":0.6169999837875366},{"id":"https://openalex.org/keywords/test-case-generation","display_name":"test case generation","score":0.6340000033378601}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7248641848564148},{"id":"https://openalex.org/C135450995","wikidata":"https://www.wikidata.org/wiki/Q820272","display_name":"Hill climbing","level":2,"score":0.6248518824577332},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.5726698040962219},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.5666537284851074},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5608002543449402},{"id":"https://openalex.org/C163565370","wikidata":"https://www.wikidata.org/wiki/Q4308623","display_name":"Mutation testing","level":4,"score":0.5115488767623901},{"id":"https://openalex.org/C106159264","wikidata":"https://www.wikidata.org/wiki/Q17146789","display_name":"Random testing","level":4,"score":0.4796241223812103},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.4483529329299927},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4477522075176239},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4244823455810547},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.39937713742256165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33236902952194214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32070392370224},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.28323298692703247},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08661386370658875},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08439865708351135},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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:10.1145/2001858.2001997","doi":"https://doi.org/10.1145/2001858.2001997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001858.2001997","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Genetic and Evolutionary Computation Conference Companion (GECCO Companion)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2000356261","https://openalex.org/W2003948571","https://openalex.org/W2041470132","https://openalex.org/W2077258409","https://openalex.org/W2101629181","https://openalex.org/W2120552859","https://openalex.org/W2121084350","https://openalex.org/W2151635819","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2407956625","https://openalex.org/W2099142449","https://openalex.org/W2403576681","https://openalex.org/W2068272889","https://openalex.org/W7120377850","https://openalex.org/W7162808497","https://openalex.org/W3172260584","https://openalex.org/W1512421524","https://openalex.org/W3006346532","https://openalex.org/W2843300127"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,17,52,62,74],"search":[4,33,65],"based":[5,66],"test":[6,37],"data":[7],"generation":[8],"approach":[9,15,67],"for":[10],"mutation":[11],"testing.":[12,80],"The":[13],"proposed":[14,76],"uses":[16],"novel":[18,45],"dynamic":[19],"execution":[20],"scheme":[21],"in":[22],"order":[23],"to":[24,29,40],"both":[25],"introduce":[26],"mutants":[27],"and":[28,48,78],"effectively":[30],"guide":[31],"the":[32],"process":[34],"towards":[35],"generating":[36],"cases":[38],"able":[39],"kill":[41],"those":[42],"mutants.":[43],"A":[44],"fitness":[46],"function":[47],"its":[49,69],"integration":[50],"with":[51,61],"dynamically":[53],"adjusted":[54],"mechanism":[55],"are":[56],"also":[57],"proposed.":[58],"Preliminary":[59],"experimentation":[60],"hill":[63],"climbing":[64],"reveals":[68],"power":[70],"when":[71],"compared":[72],"against":[73],"previously":[75],"one":[77],"random":[79]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2016-06-24T00:00:00"}