{"id":"https://openalex.org/W3150379089","doi":"https://doi.org/10.1109/msr.2012.6224275","title":"Discovering complete API rules with mutation testing","display_name":"Discovering complete API rules with mutation testing","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W3150379089","doi":"https://doi.org/10.1109/msr.2012.6224275","mag":"3150379089"},"language":"en","primary_location":{"id":"doi:10.1109/msr.2012.6224275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msr.2012.6224275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE Working Conference on Mining Software Repositories (MSR)","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/A5041767832","display_name":"Anh Cuong Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Anh Cuong Nguyen","raw_affiliation_strings":["Department of Computer Science, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073352371","display_name":"Siau\u2010Cheng Khoo","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Siau-Cheng Khoo","raw_affiliation_strings":["Department of Computer Science, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041767832"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64798483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"151","last_page":"160"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9995999932289124,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8006389141082764},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.6916171312332153},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.6710425019264221},{"id":"https://openalex.org/keywords/completeness","display_name":"Completeness (order theory)","score":0.5337157249450684},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.5300547480583191},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4924820363521576},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.48880454897880554},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4835083782672882},{"id":"https://openalex.org/keywords/program-comprehension","display_name":"Program comprehension","score":0.4691886901855469},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.40574556589126587},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.35252803564071655},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.2636353373527527},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21276122331619263}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8006389141082764},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.6916171312332153},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.6710425019264221},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.5337157249450684},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.5300547480583191},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4924820363521576},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.48880454897880554},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4835083782672882},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.4691886901855469},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.40574556589126587},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.35252803564071655},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.2636353373527527},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21276122331619263},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/msr.2012.6224275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msr.2012.6224275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE Working Conference on Mining Software Repositories (MSR)","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/41461","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/41461","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1531717019","https://openalex.org/W1786676049","https://openalex.org/W2024442685","https://openalex.org/W2025677988","https://openalex.org/W2093938715","https://openalex.org/W2099705801","https://openalex.org/W2111923861","https://openalex.org/W2122182354","https://openalex.org/W2123227336","https://openalex.org/W2124516932","https://openalex.org/W2131954495","https://openalex.org/W2136230992","https://openalex.org/W2136646111","https://openalex.org/W2145020764","https://openalex.org/W2148702066","https://openalex.org/W2150593762","https://openalex.org/W2153964911","https://openalex.org/W2166091242","https://openalex.org/W2295399529"],"related_works":["https://openalex.org/W2740264376","https://openalex.org/W4206999239","https://openalex.org/W2900719967","https://openalex.org/W2161928627","https://openalex.org/W4388482952","https://openalex.org/W2942625968","https://openalex.org/W2786113878","https://openalex.org/W2727867943","https://openalex.org/W3015562293","https://openalex.org/W2787155073"],"abstract_inverted_index":{"Specifications":[0],"are":[1,23,31,193],"important":[2],"for":[3,105,113],"many":[4,95],"activities":[5],"during":[6],"software":[7,86,176],"construction":[8],"and":[9,17,148,157,197,214],"maintenance":[10],"process":[11],"such":[12,64],"as":[13,150],"testing,":[14],"verification,":[15,89],"debugging":[16],"repairing.":[18],"Despite":[19],"their":[20],"importance,":[21],"specifications":[22,44,66,92,117,180,205],"often":[24],"missing,":[25],"informal":[26],"or":[27,52,88],"incomplete":[28],"because":[29],"they":[30],"difficult":[32],"to":[33,41,94,134],"write":[34],"manually.":[35],"Many":[36],"techniques":[37,162],"have":[38],"been":[39],"proposed":[40],"automatically":[42,114],"mine":[43],"describing":[45],"method":[46,80],"call":[47],"sequence":[48],"from":[49,118],"execution":[50,119],"traces":[51,120],"source":[53,175],"code":[54],"using":[55,121],"frequent":[56,69,190],"pattern":[57,70,191],"mining.":[58],"Unfortunately,":[59],"a":[60,110,122,131],"sizeable":[61],"number":[62],"of":[63,79,137,145,154,169],"\u201cinteresting\u201d":[65],"discovered":[67,139,155,181,188],"by":[68],"mining":[71],"may":[72],"not":[73],"capture":[74],"the":[75,135,138,143,151],"correct":[76],"use":[77],"patterns":[78],"calls.":[81],"Consequently,":[82],"when":[83],"used":[84,200],"in":[85,100,159,201],"testing":[87,124],"these":[90],"mined":[91],"lead":[93],"false":[96,212],"positive":[97],"defects,":[98],"which":[99],"turn":[101],"consume":[102],"much":[103,194],"effort":[104],"manual":[106],"investigation.":[107],"We":[108,141],"present":[109],"novel":[111],"framework":[112],"discovering":[115],"legitimate":[116],"mutation":[123],"based":[125],"approach.":[126],"Such":[127],"an":[128],"approach":[129,171],"gives":[130],"semantics":[132],"bearing":[133],"legitimacy":[136],"specifications.":[140],"introduce":[142],"notion":[144],"maximal":[146],"precision":[147],"completeness":[149],"desired":[152],"forms":[153],"specifications,":[156],"describe":[158],"detail":[160],"suppression":[161],"that":[163,179],"aid":[164],"efficient":[165],"discovery.":[166],"Preliminary":[167],"evaluation":[168],"this":[170],"on":[172],"several":[173],"open":[174],"projects":[177],"shows":[178],"through":[182,189],"our":[183,204],"approach,":[184],"compared":[185],"with":[186,209],"those":[187],"mining,":[192],"more":[195,215],"precise":[196],"complete.":[198],"When":[199],"finding":[202],"bugs,":[203],"also":[206],"locate":[207],"defects":[208],"significantly":[210],"fewer":[211],"positives":[213],"true":[216],"positives.":[217]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
