{"id":"https://openalex.org/W2782747657","doi":"https://doi.org/10.1145/3168365.3168375","title":"Aggregating Measures using Fuzzy Logic for Evaluating Feature Models","display_name":"Aggregating Measures using Fuzzy Logic for Evaluating Feature Models","publication_year":2018,"publication_date":"2018-01-18","ids":{"openalex":"https://openalex.org/W2782747657","doi":"https://doi.org/10.1145/3168365.3168375","mag":"2782747657"},"language":"en","primary_location":{"id":"doi:10.1145/3168365.3168375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3168365.3168375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Workshop on Variability Modelling of Software-Intensive Systems","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/A5049724662","display_name":"Carla Bezerra","orcid":"https://orcid.org/0000-0002-5879-5067"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carla I. M. Bezerra","raw_affiliation_strings":["Federal University of Cear\u00e1, Quixad\u00e1, CE, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Cear\u00e1, Quixad\u00e1, CE, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028095132","display_name":"Rossana M. C. Andrade","orcid":"https://orcid.org/0000-0002-0186-2994"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rossana M. C. Andrade","raw_affiliation_strings":["Federal University of Cear\u00e1, Fortaleza, CE, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Cear\u00e1, Fortaleza, CE, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101931420","display_name":"Jos\u00e9 Maria Monteiro","orcid":"https://orcid.org/0000-0002-5583-6070"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. S. Monteiro","raw_affiliation_strings":["Federal University of Cear\u00e1, Fortaleza, CE, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Cear\u00e1, Fortaleza, CE, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042691813","display_name":"Davi Cedraz","orcid":null},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Davi Cedraz","raw_affiliation_strings":["Federal University of Cear\u00e1, Quixad\u00e1, CE, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Cear\u00e1, Quixad\u00e1, CE, Brazil","institution_ids":["https://openalex.org/I243754102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8448,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79565103,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9998999834060669,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9977999925613403,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7794522047042847},{"id":"https://openalex.org/keywords/feature-model","display_name":"Feature model","score":0.7486090064048767},{"id":"https://openalex.org/keywords/maintainability","display_name":"Maintainability","score":0.7411283850669861},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.683857798576355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6793559193611145},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5946338176727295},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5945245623588562},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5794415473937988},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5392938852310181},{"id":"https://openalex.org/keywords/software-product-line","display_name":"Software product line","score":0.5179170966148376},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5106907486915588},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.44614332914352417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4252413511276245},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4199889600276947},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37825092673301697},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.34838056564331055},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16461163759231567},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.1572175920009613},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.11158883571624756},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08319586515426636}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7794522047042847},{"id":"https://openalex.org/C101814296","wikidata":"https://www.wikidata.org/wiki/Q5439685","display_name":"Feature model","level":3,"score":0.7486090064048767},{"id":"https://openalex.org/C160713754","wikidata":"https://www.wikidata.org/wiki/Q1389965","display_name":"Maintainability","level":2,"score":0.7411283850669861},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.683857798576355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6793559193611145},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5946338176727295},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5945245623588562},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5794415473937988},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5392938852310181},{"id":"https://openalex.org/C2778177629","wikidata":"https://www.wikidata.org/wiki/Q2111823","display_name":"Software product line","level":4,"score":0.5179170966148376},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5106907486915588},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.44614332914352417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4252413511276245},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4199889600276947},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37825092673301697},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.34838056564331055},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16461163759231567},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.1572175920009613},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.11158883571624756},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08319586515426636},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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":1,"locations":[{"id":"doi:10.1145/3168365.3168375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3168365.3168375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Workshop on Variability Modelling of Software-Intensive Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W191823626","https://openalex.org/W1485268022","https://openalex.org/W1509600938","https://openalex.org/W1540770645","https://openalex.org/W1592091759","https://openalex.org/W1957394964","https://openalex.org/W1970065340","https://openalex.org/W1983993607","https://openalex.org/W2001932992","https://openalex.org/W2002073464","https://openalex.org/W2005261664","https://openalex.org/W2020024775","https://openalex.org/W2026813642","https://openalex.org/W2033427892","https://openalex.org/W2037592060","https://openalex.org/W2064000537","https://openalex.org/W2080256880","https://openalex.org/W2085238338","https://openalex.org/W2094018187","https://openalex.org/W2097511232","https://openalex.org/W2099213660","https://openalex.org/W2104208948","https://openalex.org/W2126109613","https://openalex.org/W2138274264","https://openalex.org/W2147431819","https://openalex.org/W2161886131","https://openalex.org/W2166012250","https://openalex.org/W2279241154","https://openalex.org/W2317160136","https://openalex.org/W2483629945","https://openalex.org/W2484215240","https://openalex.org/W2526773426"],"related_works":["https://openalex.org/W2903450681","https://openalex.org/W2005449645","https://openalex.org/W2612841534","https://openalex.org/W2145728065","https://openalex.org/W2158471572","https://openalex.org/W2414525409","https://openalex.org/W4255726044","https://openalex.org/W1512360405","https://openalex.org/W90855943","https://openalex.org/W2509865890"],"abstract_inverted_index":{"In":[0,85],"the":[1,9,22,29,50,63,78,102,112,149,152,171,176],"context":[2],"of":[3,11,56,65,80,104,135,151,178],"Software":[4],"Product":[5],"Lines":[6],"(SPLs),":[7],"evaluating":[8,175],"quality":[10,81,103],"a":[12,35,70,136],"feature":[13,36,51,105,137,161,179],"model":[14,37,52],"is":[15,38,69],"essential":[16],"to":[17,33,39,48,74,90,93,100,118,129,147],"ensure":[18],"that":[19,96,166],"errors":[20],"in":[21,107,116,159,174],"early":[23],"stages":[24],"do":[25],"not":[26,46],"spread":[27],"throughout":[28],"SPL.":[30,108],"One":[31],"way":[32],"evaluate":[34,101,130,148],"use":[40,150],"measures.":[41,121],"However,":[42],"measures":[43,76,95,125,168],"alone":[44],"are":[45],"enough":[47],"characterize":[49],"quality,":[53],"because":[54],"most":[55],"them":[57,158],"cover":[58],"specific":[59],"aspects,":[60],"such":[61,139],"as":[62],"number":[64],"features.":[66],"So,":[67],"there":[68],"need":[71],"for":[72],"methods":[73],"aggregate":[75,94,119,154,167],"at":[77],"level":[79],"sub-characteristic":[82],"or":[83],"characteristic.":[84],"this":[86],"paper,":[87],"we":[88,156],"aim":[89],"investigate":[91],"how":[92],"have":[97,110],"been":[98],"proposed":[99],"models":[106],"We":[109],"used":[111],"fuzzy":[113],"logic":[114],"theory":[115],"order":[117],"these":[120],"The":[122],"new":[123,153],"aggregated":[124],"can":[126,169],"be":[127],"applied":[128,157],"different":[131,160],"and":[132,144],"complex":[133],"aspects":[134],"model,":[138],"as:":[140],"size,":[141],"stability,":[142],"flexibility":[143],"dynamicity.":[145],"Moreover,":[146],"measures,":[155],"models.":[162,180],"Our":[163],"findings":[164],"suggest":[165],"assist":[170],"domain":[172],"engineer":[173],"maintainability":[177]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}