{"id":"https://openalex.org/W2165121135","doi":"https://doi.org/10.1142/s0218001407005636","title":"A FUZZY LOGIC BASED APPROACH FOR SOFTWARE TESTING","display_name":"A FUZZY LOGIC BASED APPROACH FOR SOFTWARE TESTING","publication_year":2007,"publication_date":"2007-06-01","ids":{"openalex":"https://openalex.org/W2165121135","doi":"https://doi.org/10.1142/s0218001407005636","mag":"2165121135"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001407005636","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001407005636","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-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/A5100603108","display_name":"Zili Zhang","orcid":"https://orcid.org/0000-0003-4209-9451"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"ZILI ZHANG","raw_affiliation_strings":["School of Engineering and Information Technology, Deakin University, Geelong, VIC 3217, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, Deakin University, Geelong, VIC 3217, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015778825","display_name":"Yanhui Zhou","orcid":"https://orcid.org/0000-0002-4130-0195"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"YANHUI ZHOU","raw_affiliation_strings":["Intelligent Software and Software Engineering Laboratory, Southwest University, Chongqing 400715, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Software and Software Engineering Laboratory, Southwest University, Chongqing 400715, P.R. China","institution_ids":["https://openalex.org/I142108993"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4089,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.71201611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"21","issue":"04","first_page":"709","last_page":"722"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9987999796867371,"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/computer-science","display_name":"Computer science","score":0.6859948635101318},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.5945751667022705},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.592073380947113},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5788280963897705},{"id":"https://openalex.org/keywords/verification-and-validation","display_name":"Verification and validation","score":0.550764262676239},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5387682914733887},{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.5329367518424988},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5124660134315491},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.5094390511512756},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5011422634124756},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4881206452846527},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.48523402214050293},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4663758873939514},{"id":"https://openalex.org/keywords/non-regression-testing","display_name":"Non-regression testing","score":0.4609963893890381},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.41298508644104004},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3952242136001587},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3831430673599243},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31346309185028076},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10964277386665344},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09840720891952515}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6859948635101318},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.5945751667022705},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.592073380947113},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5788280963897705},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.550764262676239},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5387682914733887},{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.5329367518424988},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5124660134315491},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.5094390511512756},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5011422634124756},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4881206452846527},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48523402214050293},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4663758873939514},{"id":"https://openalex.org/C86469151","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Non-regression testing","level":5,"score":0.4609963893890381},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.41298508644104004},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3952242136001587},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3831430673599243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31346309185028076},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10964277386665344},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09840720891952515},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0218001407005636","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001407005636","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30007060","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W59857070","https://openalex.org/W1560248669","https://openalex.org/W1593867524","https://openalex.org/W1840884391","https://openalex.org/W1971400906","https://openalex.org/W1978394996","https://openalex.org/W1989290647","https://openalex.org/W1990095200","https://openalex.org/W1991741114","https://openalex.org/W2011537718","https://openalex.org/W2025316954","https://openalex.org/W2039435021","https://openalex.org/W2041280856","https://openalex.org/W2059621895","https://openalex.org/W2060993269","https://openalex.org/W2080271742","https://openalex.org/W2100425664","https://openalex.org/W2117180808","https://openalex.org/W2120552859","https://openalex.org/W2126652054","https://openalex.org/W4211007335"],"related_works":["https://openalex.org/W234065253","https://openalex.org/W4238386252","https://openalex.org/W2029555411","https://openalex.org/W2798306226","https://openalex.org/W2254774358","https://openalex.org/W1571231229","https://openalex.org/W1494025131","https://openalex.org/W2389770817","https://openalex.org/W2209071826","https://openalex.org/W4224250221"],"abstract_inverted_index":{"How":[0],"to":[1,114,141],"provide":[2],"cost-effective":[3],"strategies":[4],"for":[5,18,92],"Software":[6,16,25,35],"Testing":[7],"has":[8],"been":[9,42],"one":[10,45],"of":[11,34,47,149],"the":[12,29,54,85,116,131,145],"research":[13],"focuses":[14],"in":[15,24,50],"Engineering":[17,26],"a":[19,70],"long":[20],"time.":[21],"Many":[22],"researchers":[23],"have":[27,41],"addressed":[28],"effectiveness":[30,74,105,148],"and":[31,37,57,73,89,104,139,143,147],"quality":[32,72,87,103,146],"metric":[33],"Testing,":[36],"many":[38],"interesting":[39],"results":[40,128],"obtained.":[43],"However,":[44],"issue":[46],"paramount":[48],"importance":[49],"software":[51,86,124],"testing":[52,61,125],"\u2014":[53,63],"intrinsic":[55],"imprecise":[56],"uncertain":[58],"relationships":[59],"within":[60],"metrics":[62,136],"is":[64,80,137],"left":[65],"unaddressed.":[66],"To":[67],"this":[68],"end,":[69],"new":[71],"measurement":[75,96,118],"based":[76,135],"on":[77],"fuzzy":[78,90,133],"logic":[79,134],"proposed.":[81],"Related":[82],"issues":[83],"like":[84],"features":[88],"reasoning":[91],"test":[93,109,150],"project":[94],"similarity":[95],"are":[97],"discussed,":[98],"which":[99],"can":[100],"deal":[101],"with":[102],"consistency":[106],"between":[107],"different":[108],"projects.":[110,126,151],"Experiments":[111],"were":[112],"conducted":[113],"verify":[115],"proposed":[117,132],"using":[119],"real":[120],"data":[121],"from":[122],"actual":[123],"Experimental":[127],"show":[129],"that":[130],"effective":[138],"efficient":[140],"measure":[142],"evaluate":[144]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}