{"id":"https://openalex.org/W2957729748","doi":"https://doi.org/10.3233/jifs-182780","title":"Group decision making based on hesitant fuzzy ranking of hesitant fuzzy preference relations","display_name":"Group decision making based on hesitant fuzzy ranking of hesitant fuzzy preference relations","publication_year":2019,"publication_date":"2019-07-10","ids":{"openalex":"https://openalex.org/W2957729748","doi":"https://doi.org/10.3233/jifs-182780","mag":"2957729748"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-182780","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-182780","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5053319942","display_name":"Muhammad Sarwar Sindhu","orcid":"https://orcid.org/0000-0003-1223-2629"},"institutions":[{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"M. Sarwar Sindhu","raw_affiliation_strings":["Department of Mathematics, University of Management and Technology, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Management and Technology, Lahore, Pakistan","institution_ids":["https://openalex.org/I87482320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045904242","display_name":"Tabasam Rashid","orcid":"https://orcid.org/0000-0002-8691-1088"},"institutions":[{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Tabasam Rashid","raw_affiliation_strings":["Department of Mathematics, University of Management and Technology, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Management and Technology, Lahore, Pakistan","institution_ids":["https://openalex.org/I87482320"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101543480","display_name":"Muhammad Mahmood Shah Khan","orcid":"https://orcid.org/0000-0002-1889-2583"},"institutions":[{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"M. Khan","raw_affiliation_strings":["Department of Mathematics, University of Management and Technology, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Management and Technology, Lahore, Pakistan","institution_ids":["https://openalex.org/I87482320"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053319942"],"corresponding_institution_ids":["https://openalex.org/I87482320"],"apc_list":null,"apc_paid":null,"fwci":0.6173,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7298859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"37","issue":"2","first_page":"2563","last_page":"2573"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9998000264167786,"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":0.9998000264167786,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.718743622303009},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.7096608877182007},{"id":"https://openalex.org/keywords/group-decision-making","display_name":"Group decision-making","score":0.6717622876167297},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.6231670379638672},{"id":"https://openalex.org/keywords/preference-relation","display_name":"Preference relation","score":0.5840756297111511},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.49826860427856445},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.475675493478775},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4377744495868683},{"id":"https://openalex.org/keywords/spearmans-rank-correlation-coefficient","display_name":"Spearman's rank correlation coefficient","score":0.4157814383506775},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40992626547813416},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4034917950630188},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34024477005004883},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3256889581680298},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17610469460487366},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09672817587852478},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.0780835747718811}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.718743622303009},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.7096608877182007},{"id":"https://openalex.org/C20701700","wikidata":"https://www.wikidata.org/wiki/Q388791","display_name":"Group decision-making","level":2,"score":0.6717622876167297},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6231670379638672},{"id":"https://openalex.org/C2777062324","wikidata":"https://www.wikidata.org/wiki/Q25036211","display_name":"Preference relation","level":3,"score":0.5840756297111511},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.49826860427856445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.475675493478775},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4377744495868683},{"id":"https://openalex.org/C159744936","wikidata":"https://www.wikidata.org/wiki/Q1126730","display_name":"Spearman's rank correlation coefficient","level":2,"score":0.4157814383506775},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40992626547813416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4034917950630188},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34024477005004883},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3256889581680298},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17610469460487366},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09672817587852478},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0780835747718811}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-182780","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-182780","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W51237492","https://openalex.org/W75252204","https://openalex.org/W108373517","https://openalex.org/W622302252","https://openalex.org/W1764590599","https://openalex.org/W1941358455","https://openalex.org/W1970842794","https://openalex.org/W1973633876","https://openalex.org/W1976115933","https://openalex.org/W1982675899","https://openalex.org/W1991419869","https://openalex.org/W1993223769","https://openalex.org/W1993418540","https://openalex.org/W1995047796","https://openalex.org/W1999163821","https://openalex.org/W1999943538","https://openalex.org/W2001482754","https://openalex.org/W2006727531","https://openalex.org/W2007654951","https://openalex.org/W2011178513","https://openalex.org/W2015282411","https://openalex.org/W2016361660","https://openalex.org/W2022222680","https://openalex.org/W2028612155","https://openalex.org/W2039792815","https://openalex.org/W2047161103","https://openalex.org/W2050262998","https://openalex.org/W2057791961","https://openalex.org/W2062537294","https://openalex.org/W2065942227","https://openalex.org/W2068843436","https://openalex.org/W2070527116","https://openalex.org/W2078483536","https://openalex.org/W2088234840","https://openalex.org/W2089336319","https://openalex.org/W2089909281","https://openalex.org/W2091287769","https://openalex.org/W2091328381","https://openalex.org/W2096962026","https://openalex.org/W2129521002","https://openalex.org/W2137911902","https://openalex.org/W2139487545","https://openalex.org/W2162465503","https://openalex.org/W2168943719","https://openalex.org/W2297028316","https://openalex.org/W2324464097","https://openalex.org/W2340399613","https://openalex.org/W2340494682","https://openalex.org/W2365137510","https://openalex.org/W2561431885","https://openalex.org/W2591222206","https://openalex.org/W2610473867","https://openalex.org/W2745348434","https://openalex.org/W2773008388","https://openalex.org/W2783087774","https://openalex.org/W2794734159","https://openalex.org/W2795795179","https://openalex.org/W2894919183","https://openalex.org/W2896101539","https://openalex.org/W2897005736","https://openalex.org/W2901306906","https://openalex.org/W2907094430","https://openalex.org/W2993706351","https://openalex.org/W4211007335","https://openalex.org/W4292158025","https://openalex.org/W6602063287","https://openalex.org/W6604496649","https://openalex.org/W6638657645","https://openalex.org/W6648974641","https://openalex.org/W6679780668"],"related_works":["https://openalex.org/W1985267346","https://openalex.org/W1480022374","https://openalex.org/W2145983060","https://openalex.org/W3165934940","https://openalex.org/W2060134929","https://openalex.org/W2261904096","https://openalex.org/W2189469603","https://openalex.org/W3167104440","https://openalex.org/W2351322794","https://openalex.org/W1608688035"],"abstract_inverted_index":{"Hesitant":[0],"fuzzy":[1,30,65,74],"sets":[2],"(HFSs)":[3],"play":[4],"a":[5,50,63,86],"dominant":[6],"role":[7],"in":[8,23,79,134],"the":[9,19,25,28,37,55,72,77,80,89,102,106,112,119,123,132],"decision":[10,20,58,82],"making":[11,24,83],"process.":[12],"Different":[13],"tools":[14],"are":[15,129],"developed":[16,92],"to":[17,53,104,121],"attract":[18],"makers":[21],"(DMs)":[22],"effective":[26],"decision,":[27],"hesitant":[29,64,73],"preference":[31,125],"relation":[32],"(HFPR)":[33],"is":[34,49,69,91,115],"one":[35],"of":[36,40,43,57,111],"important":[38],"implementation":[39],"them.":[41],"Preference":[42],"an":[44],"alternative":[45,48],"over":[46],"another":[47],"useful":[51],"way":[52],"express":[54],"opinion":[56],"maker.":[59],"In":[60],"this":[61],"paper,":[62],"ranking":[66,75],"(HFR)":[67],"technique":[68],"established,":[70],"constructed":[71],"from":[76],"HFPR":[78],"group":[81],"situations.":[84],"Secondly,":[85],"correlation":[87,97],"between":[88],"alternatives":[90],"by":[93],"using":[94],"Spearman":[95],"ranked":[96],"coefficient":[98],"formula,":[99],"which":[100],"helps":[101],"DMs":[103],"identify":[105],"better":[107],"alternative.":[108],"The":[109],"novelty":[110],"proposed":[113],"strategy":[114],"that":[116],"it":[117],"evades":[118],"need":[120],"compute":[122],"cooperative":[124],"relations":[126],"and":[127],"approvals":[128],"generated":[130],"for":[131],"individuals":[133],"their":[135],"original":[136],"domains.":[137]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}