{"id":"https://openalex.org/W4294408560","doi":"https://doi.org/10.1007/s40815-022-01385-x","title":"An Integrative Decision-Making Mechanism for Consumers\u2019 Brand Selection using 2-Tuple Fuzzy Linguistic Perceptions and Decision Heuristics","display_name":"An Integrative Decision-Making Mechanism for Consumers\u2019 Brand Selection using 2-Tuple Fuzzy Linguistic Perceptions and Decision Heuristics","publication_year":2022,"publication_date":"2022-09-03","ids":{"openalex":"https://openalex.org/W4294408560","doi":"https://doi.org/10.1007/s40815-022-01385-x"},"language":"en","primary_location":{"id":"doi:10.1007/s40815-022-01385-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40815-022-01385-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40815-022-01385-x.pdf","source":{"id":"https://openalex.org/S18792341","display_name":"International Journal of Fuzzy Systems","issn_l":"1562-2479","issn":["1562-2479","2199-3211"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s40815-022-01385-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076611930","display_name":"Jes\u00fas Gir\u00e1ldez-Cru","orcid":"https://orcid.org/0000-0001-8963-6299"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I4210095677","display_name":"Instituto Andaluz de Ciencias de la Tierra","ror":"https://ror.org/00v0g9w49","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210095677"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jes\u00fas Gir\u00e1ldez-Cru","raw_affiliation_strings":["Department Computer Science and Artificial Intelligence, Andalusian Research Institute on Data Science and Computational Intelligence, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department Computer Science and Artificial Intelligence, Andalusian Research Institute on Data Science and Computational Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I4210095677","https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059781225","display_name":"Manuel Chica","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I4210095677","display_name":"Instituto Andaluz de Ciencias de la Tierra","ror":"https://ror.org/00v0g9w49","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210095677"]},{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU","ES"],"is_corresponding":false,"raw_author_name":"Manuel Chica","raw_affiliation_strings":["Department Computer Science and Artificial Intelligence, Andalusian Research Institute on Data Science and Computational Intelligence, University of Granada, Granada, Spain","School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, 2308, Australia","School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, Australia"],"affiliations":[{"raw_affiliation_string":"Department Computer Science and Artificial Intelligence, Andalusian Research Institute on Data Science and Computational Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I4210095677","https://openalex.org/I173304897"]},{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, 2308, Australia","institution_ids":["https://openalex.org/I78757542"]},{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043084209","display_name":"\u00d3scar Cord\u00f3n","orcid":"https://orcid.org/0000-0001-5112-5629"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I4210095677","display_name":"Instituto Andaluz de Ciencias de la Tierra","ror":"https://ror.org/00v0g9w49","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210095677"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Cord\u00f3n","raw_affiliation_strings":["Department Computer Science and Artificial Intelligence, Andalusian Research Institute on Data Science and Computational Intelligence, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department Computer Science and Artificial Intelligence, Andalusian Research Institute on Data Science and Computational Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I4210095677","https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076611930"],"corresponding_institution_ids":["https://openalex.org/I173304897","https://openalex.org/I4210095677"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3490},"apc_paid":{"value":2690,"currency":"EUR","value_usd":3490},"fwci":2.034,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.87472648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"25","issue":"1","first_page":"59","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9986000061035156,"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":0.9986000061035156,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9538000226020813,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.8290853500366211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6277468800544739},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5102131366729736},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.48412737250328064},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46569690108299255},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4448586702346802},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4429600238800049},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.42467200756073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40724360942840576}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8290853500366211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6277468800544739},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5102131366729736},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.48412737250328064},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46569690108299255},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4448586702346802},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4429600238800049},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.42467200756073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40724360942840576},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s40815-022-01385-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40815-022-01385-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40815-022-01385-x.pdf","source":{"id":"https://openalex.org/S18792341","display_name":"International Journal of Fuzzy Systems","issn_l":"1562-2479","issn":["1562-2479","2199-3211"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:digibug.ugr.es:10481/77014","is_oa":true,"landing_page_url":"https://hdl.handle.net/10481/77014","pdf_url":null,"source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:figshare.com:article/29031836","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal contribution"},{"id":"pmh:uon:50731","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.13/1481463","pdf_url":null,"source":{"id":"https://openalex.org/S4377196471","display_name":"NOVA (University of Newcastle Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1007/s40815-022-01385-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40815-022-01385-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40815-022-01385-x.pdf","source":{"id":"https://openalex.org/S18792341","display_name":"International Journal of Fuzzy Systems","issn_l":"1562-2479","issn":["1562-2479","2199-3211"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1650125035","display_name":null,"funder_award_id":"B-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G1693016650","display_name":null,"funder_award_id":"P18-TP-4475","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G1743316627","display_name":null,"funder_award_id":"RYC-2016-19800","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G2185848065","display_name":null,"funder_award_id":"PGC2018-101216-B-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G2631452109","display_name":null,"funder_award_id":"(ERDF)","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G2907847778","display_name":null,"funder_award_id":"UGR18","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G3429648993","display_name":null,"funder_award_id":"PID202","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3683405519","display_name":null,"funder_award_id":"PID2021-122916NB-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G490073602","display_name":null,"funder_award_id":"PGC2018","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5626540655","display_name":null,"funder_award_id":"Universidad de Granada / CBUA","funder_id":"https://openalex.org/F4320323834","funder_display_name":"Universidad de Granada"},{"id":"https://openalex.org/G5716820597","display_name":null,"funder_award_id":"2019-040","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5836191306","display_name":null,"funder_award_id":"IJC2019-040489-I","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5926804633","display_name":null,"funder_award_id":"RYC-2016-19800","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G6731467812","display_name":null,"funder_award_id":"PGC2018","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G7275713020","display_name":null,"funder_award_id":"PGC2018-101216-B-I00","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G795016541","display_name":null,"funder_award_id":"P18-TP-4475","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"},{"id":"https://openalex.org/G8097982994","display_name":null,"funder_award_id":"PGC2018-101216-B-I00","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G8495397150","display_name":null,"funder_award_id":"A-TIC-284-UGR18","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"}],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320323834","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449"},{"id":"https://openalex.org/F4320326754","display_name":"Junta de Andaluc\u00eda","ror":"https://ror.org/01jem9c82"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4294408560.pdf","grobid_xml":"https://content.openalex.org/works/W4294408560.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W119138194","https://openalex.org/W1245291109","https://openalex.org/W1583981513","https://openalex.org/W1607137273","https://openalex.org/W1971403896","https://openalex.org/W1997882906","https://openalex.org/W2000205198","https://openalex.org/W2001208895","https://openalex.org/W2014089538","https://openalex.org/W2041210202","https://openalex.org/W2043787485","https://openalex.org/W2050032417","https://openalex.org/W2057636328","https://openalex.org/W2060907774","https://openalex.org/W2067273185","https://openalex.org/W2081575042","https://openalex.org/W2096016260","https://openalex.org/W2096468420","https://openalex.org/W2108856508","https://openalex.org/W2113181660","https://openalex.org/W2117381845","https://openalex.org/W2117827905","https://openalex.org/W2144798659","https://openalex.org/W2146792988","https://openalex.org/W2147103681","https://openalex.org/W2157041604","https://openalex.org/W2160600033","https://openalex.org/W2163481099","https://openalex.org/W2165094119","https://openalex.org/W2173517363","https://openalex.org/W2309813571","https://openalex.org/W2346446786","https://openalex.org/W2424527144","https://openalex.org/W2464238462","https://openalex.org/W2521112083","https://openalex.org/W2558188578","https://openalex.org/W2588997232","https://openalex.org/W2745017687","https://openalex.org/W2765843332","https://openalex.org/W2892779988","https://openalex.org/W2894574891","https://openalex.org/W2953924006","https://openalex.org/W2964318164","https://openalex.org/W2989005266","https://openalex.org/W2991138813","https://openalex.org/W2997327380","https://openalex.org/W2999172991","https://openalex.org/W3121364520","https://openalex.org/W3139132409","https://openalex.org/W3176409552","https://openalex.org/W4206456869","https://openalex.org/W4229661224","https://openalex.org/W4240278385","https://openalex.org/W4245152641","https://openalex.org/W4256173697"],"related_works":["https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W3177062893","https://openalex.org/W3125143773","https://openalex.org/W2007032764","https://openalex.org/W803550684","https://openalex.org/W2483226803","https://openalex.org/W4352977312","https://openalex.org/W1536056491","https://openalex.org/W2041180560"],"abstract_inverted_index":{"Abstract":[0],"Consumers":[1],"perform":[2,41],"decision-making":[3],"(DM)":[4],"processes":[5,18],"to":[6,62,101,111,160,170],"select":[7],"their":[8,12,90,161],"preferred":[9],"brands":[10],"during":[11],"entire":[13],"consumer":[14,75,82,103,108,119,210],"journeys.":[15],"These":[16,38],"DM":[17,43,70,109,178],"are":[19,35],"based":[20],"on":[21,50],"the":[22,28,32,51,54,66,113,118,153,157,172,190,200,216,220],"multiple":[23],"perceptions":[24,83,104],"they":[25,34],"have":[26],"about":[27],"products":[29],"available":[30],"in":[31,141,152,175,195,222],"market":[33,225],"aware":[36],"of.":[37],"consumers":[39,158,221],"usually":[40],"different":[42],"strategies":[44],"and":[45,84,105,136],"employ":[46],"diverse":[47],"heuristics":[48,110,150,174,194],"depending":[49],"nature":[52],"of":[53,68,81,144,148,155,192,202,209,219],"purchase,":[55],"ranging":[56],"from":[57],"more":[58,134],"pure":[59],"optimal":[60],"choices":[61],"faster":[63],"decisions.":[64,162],"Therefore,":[65],"design":[67],"realistic":[69,137,207],"approaches":[71],"for":[72,88,117],"modeling":[73],"these":[74,193],"behaviors":[76],"requires":[77],"a":[78,85,132,142,166,176,182,196,206],"good":[79],"representation":[80,138,208],"reliable":[86],"process":[87],"integrating":[89],"corresponding":[91],"heuristics.":[92],"In":[93,122],"this":[94],"work,":[95],"we":[96,124,164],"use":[97,125],"fuzzy":[98,127],"linguistic":[99,115,128],"information":[100,116],"represent":[102],"propose":[106,165],"four":[107,173],"model":[112,204],"qualitative":[114],"buying":[120],"decision.":[121],"particular,":[123],"2-tuple":[126],"variables,":[129],"which":[130],"is":[131],"substantially":[133],"natural":[135],"without":[139],"falling":[140],"loss":[143],"information.":[145],"The":[146,212],"set":[147],"selected":[149],"differ":[151],"degree":[154],"involvement":[156],"give":[159],"Additionally,":[163],"heuristic":[167],"selection":[168],"mechanism":[169],"integrate":[171],"single":[177],"procedure":[179],"by":[180],"using":[181],"regulation":[183],"parameter.":[184],"Our":[185],"experimental":[186],"analysis":[187],"shows":[188],"that":[189],"combination":[191],"portfolio":[197],"manner":[198],"improves":[199],"performance":[201],"our":[203],"with":[205],"perceptions.":[211],"model\u2019s":[213],"outcome":[214],"matches":[215],"expected":[217],"behavior":[218],"several":[223],"real":[224],"scenarios.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}