{"id":"https://openalex.org/W2062942874","doi":"https://doi.org/10.1109/fskd.2014.6980839","title":"IFSDA: An intuitionistic fuzzy set-based data aggregation approach for software maintainability evaluation","display_name":"IFSDA: An intuitionistic fuzzy set-based data aggregation approach for software maintainability evaluation","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2062942874","doi":"https://doi.org/10.1109/fskd.2014.6980839","mag":"2062942874"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2014.6980839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2014.6980839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","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/A5062053942","display_name":"Nan Yan","orcid":"https://orcid.org/0000-0002-1613-9301"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Nan","raw_affiliation_strings":["Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103278510","display_name":"Hengshan Zhang","orcid":"https://orcid.org/0000-0003-0364-463X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengshan Zhang","raw_affiliation_strings":["Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041083459","display_name":"Qinghua Zheng","orcid":"https://orcid.org/0000-0002-8436-4754"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghua Zheng","raw_affiliation_strings":["Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401453","display_name":"Di Wang","orcid":"https://orcid.org/0000-0002-9109-0157"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Wang","raw_affiliation_strings":["Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101554099","display_name":"Ting Liu","orcid":"https://orcid.org/0000-0002-7600-0934"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Liu","raw_affiliation_strings":["Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100778558","display_name":"Boqin Feng","orcid":"https://orcid.org/0000-0002-4879-6090"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boqin Feng","raw_affiliation_strings":["Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, X'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"MOE Key Lab. for Intelligent Networks and Network Security, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5062053942"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13201073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"237","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9879999756813049,"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":0.958899974822998,"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/maintainability","display_name":"Maintainability","score":0.9091811776161194},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6639643311500549},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.573116660118103},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5124092698097229},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.5073534846305847},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.5036651492118835},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4584083557128906},{"id":"https://openalex.org/keywords/software-measurement","display_name":"Software measurement","score":0.44696709513664246},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.4426971971988678},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4400307238101959},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.4359109103679657},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.41548770666122437},{"id":"https://openalex.org/keywords/verification-and-validation","display_name":"Verification and validation","score":0.4135490953922272},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.40120404958724976},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3630126714706421},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.32154154777526855},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22140362858772278},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18781313300132751},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12032407522201538},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10916957259178162},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07833307981491089}],"concepts":[{"id":"https://openalex.org/C160713754","wikidata":"https://www.wikidata.org/wiki/Q1389965","display_name":"Maintainability","level":2,"score":0.9091811776161194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6639643311500549},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.573116660118103},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5124092698097229},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.5073534846305847},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.5036651492118835},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4584083557128906},{"id":"https://openalex.org/C89567784","wikidata":"https://www.wikidata.org/wiki/Q7554325","display_name":"Software measurement","level":5,"score":0.44696709513664246},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.4426971971988678},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4400307238101959},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.4359109103679657},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.41548770666122437},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.4135490953922272},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.40120404958724976},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3630126714706421},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.32154154777526855},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22140362858772278},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18781313300132751},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12032407522201538},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10916957259178162},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07833307981491089}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2014.6980839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2014.6980839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1508927259","https://openalex.org/W1510827835","https://openalex.org/W1512921847","https://openalex.org/W1971875039","https://openalex.org/W1980564456","https://openalex.org/W1981107087","https://openalex.org/W1988242538","https://openalex.org/W1993810822","https://openalex.org/W2003620643","https://openalex.org/W2007805591","https://openalex.org/W2008103229","https://openalex.org/W2016261531","https://openalex.org/W2017541195","https://openalex.org/W2045651560","https://openalex.org/W2049337423","https://openalex.org/W2067217421","https://openalex.org/W2074671988","https://openalex.org/W2075368401","https://openalex.org/W2075638721","https://openalex.org/W2084643922","https://openalex.org/W2114463407","https://openalex.org/W2134154985","https://openalex.org/W2154913866","https://openalex.org/W2165075905","https://openalex.org/W2796572160","https://openalex.org/W2904900506","https://openalex.org/W4211007335","https://openalex.org/W6630508613","https://openalex.org/W6630678722","https://openalex.org/W6661882688","https://openalex.org/W6750423631"],"related_works":["https://openalex.org/W2068483578","https://openalex.org/W2796601522","https://openalex.org/W2798385000","https://openalex.org/W2182881874","https://openalex.org/W2954871701","https://openalex.org/W2005759781","https://openalex.org/W2545684011","https://openalex.org/W607996719","https://openalex.org/W2548001153","https://openalex.org/W2316872043"],"abstract_inverted_index":{"The":[0,23,93],"software":[1,9,20,27,42,61,114],"maintainability":[2,43,115,137],"which":[3,33],"is":[4,56,74,98],"an":[5,48],"important":[6],"part":[7],"of":[8,25,123,139],"quality":[10],"and":[11,30,83,128,135,150],"trustworthiness":[12],"has":[13],"always":[14],"been":[15],"a":[16,70],"hot":[17],"topic":[18],"in":[19,35],"engineering":[21],"domain.":[22],"measurements":[24,103],"the":[26,60,67,80,84,102,105,109,113,119,132,136,140,147],"are":[28,126],"multi-source":[29],"heterogeneous":[31,68],"data,":[32],"result":[34],"big":[36],"challenges":[37],"on":[38,88],"data":[39],"aggregation":[40,96],"for":[41],"evaluation.":[44],"In":[45,63,118],"this":[46],"paper,":[47],"Intuitionistic":[49,89],"Fuzzy":[50,90],"Set-based":[51],"Data":[52],"Aggregation":[53],"(IFSDA)":[54],"approach":[55,134],"developed":[57],"to":[58,65,76,79,100,108,130],"evaluate":[59],"maintainability.":[62],"order":[64],"unify":[66],"measurements,":[69],"Grade":[71],"Mapping":[72],"method":[73],"proposed":[75],"transform":[77],"them":[78],"membership":[81],"function":[82,86],"non-membership":[85],"based":[87],"Set":[91],"(IFS).":[92],"Einstein":[94],"operation-based":[95],"algorithm":[97],"applied":[99],"aggregate":[101],"from":[104,146],"lower":[106],"level":[107,111],"higher":[110],"under":[112],"index":[116],"system.":[117],"experiments,":[120],"880":[121],"versions":[122],"Linux":[124,141],"kernels":[125,142],"collected":[127],"evaluated":[129],"test":[131],"IFSDA":[133],"evolution":[138],"can":[143],"be":[144],"studied":[145],"experiment":[148],"results":[149],"analysis.":[151]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
