{"id":"https://openalex.org/W2510195648","doi":"https://doi.org/10.4018/ijoris.2016100102","title":"A Fuzzy TOPSIS+Worst-Case Model for Personnel Evaluation Using Information Culture Criteria","display_name":"A Fuzzy TOPSIS+Worst-Case Model for Personnel Evaluation Using Information Culture Criteria","publication_year":2016,"publication_date":"2016-08-18","ids":{"openalex":"https://openalex.org/W2510195648","doi":"https://doi.org/10.4018/ijoris.2016100102","mag":"2510195648"},"language":"en","primary_location":{"id":"doi:10.4018/ijoris.2016100102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijoris.2016100102","pdf_url":null,"source":{"id":"https://openalex.org/S176018216","display_name":"International Journal of Operations Research and Information Systems","issn_l":"1947-9328","issn":["1947-9328","1947-9336"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Operations Research and Information 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/A5071502081","display_name":"Rasim Alguliyev","orcid":"https://orcid.org/0000-0003-1223-7411"},"institutions":[{"id":"https://openalex.org/I126595936","display_name":"Azerbaijan National Academy of Sciences","ror":"https://ror.org/006m4q736","country_code":"AZ","type":"government","lineage":["https://openalex.org/I126595936"]}],"countries":["AZ"],"is_corresponding":false,"raw_author_name":"Rasim M. Alguliyev","raw_affiliation_strings":["Institute of Information Technology, Azerbaijan National Academy of Sciences, Baku, Azerbaijan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Azerbaijan National Academy of Sciences, Baku, Azerbaijan","institution_ids":["https://openalex.org/I126595936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051760682","display_name":"Ramiz M. Aliguliyev","orcid":"https://orcid.org/0000-0001-9795-1694"},"institutions":[{"id":"https://openalex.org/I126595936","display_name":"Azerbaijan National Academy of Sciences","ror":"https://ror.org/006m4q736","country_code":"AZ","type":"government","lineage":["https://openalex.org/I126595936"]}],"countries":["AZ"],"is_corresponding":false,"raw_author_name":"Ramiz M. Aliguliyev","raw_affiliation_strings":["Institute of Information Technology, Azerbaijan National Academy of Sciences, Baku, Azerbaijan"],"raw_orcid":"https://orcid.org/0000-0001-9795-1694","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Azerbaijan National Academy of Sciences, Baku, Azerbaijan","institution_ids":["https://openalex.org/I126595936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010423315","display_name":"Rasmiyya S. Mahmudova","orcid":null},"institutions":[{"id":"https://openalex.org/I126595936","display_name":"Azerbaijan National Academy of Sciences","ror":"https://ror.org/006m4q736","country_code":"AZ","type":"government","lineage":["https://openalex.org/I126595936"]}],"countries":["AZ"],"is_corresponding":false,"raw_author_name":"Rasmiyya S. Mahmudova","raw_affiliation_strings":["Institute of Information Technology, Azerbaijan National Academy of Sciences, Baku, Azerbaijan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Azerbaijan National Academy of Sciences, Baku, Azerbaijan","institution_ids":["https://openalex.org/I126595936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126595936"],"apc_list":null,"apc_paid":null,"fwci":2.8923,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.91435959,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":"4","first_page":"38","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9994000196456909,"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":0.9994000196456909,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9455000162124634,"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/T12945","display_name":"Quality Function Deployment in Product Design","score":0.9200999736785889,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6536536812782288},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.6353242993354797},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.6036731004714966},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5229876041412354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4646320641040802},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4533700942993164},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.41747578978538513},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39498764276504517},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3564643859863281},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.3446308374404907},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3308013081550598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2995538115501404}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6536536812782288},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.6353242993354797},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.6036731004714966},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5229876041412354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4646320641040802},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4533700942993164},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.41747578978538513},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39498764276504517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3564643859863281},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.3446308374404907},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3308013081550598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2995538115501404},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijoris.2016100102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijoris.2016100102","pdf_url":null,"source":{"id":"https://openalex.org/S176018216","display_name":"International Journal of Operations Research and Information Systems","issn_l":"1947-9328","issn":["1947-9328","1947-9336"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Operations Research and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:joris0:v:7:y:2016:i:4:p:38-66","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJORIS.2016100102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W194786220","https://openalex.org/W984321119","https://openalex.org/W1541271393","https://openalex.org/W1549601402","https://openalex.org/W1595267951","https://openalex.org/W1730023220","https://openalex.org/W1980628638","https://openalex.org/W1989221798","https://openalex.org/W1994809115","https://openalex.org/W2001468102","https://openalex.org/W2001837191","https://openalex.org/W2005195995","https://openalex.org/W2006762481","https://openalex.org/W2010148999","https://openalex.org/W2016442988","https://openalex.org/W2026775901","https://openalex.org/W2034960640","https://openalex.org/W2035751167","https://openalex.org/W2038611322","https://openalex.org/W2042510122","https://openalex.org/W2045287851","https://openalex.org/W2046443955","https://openalex.org/W2049457286","https://openalex.org/W2052145358","https://openalex.org/W2052729728","https://openalex.org/W2056245729","https://openalex.org/W2057172398","https://openalex.org/W2059354089","https://openalex.org/W2066893215","https://openalex.org/W2070381592","https://openalex.org/W2071378251","https://openalex.org/W2071604995","https://openalex.org/W2076589766","https://openalex.org/W2086460595","https://openalex.org/W2089442758","https://openalex.org/W2089542369","https://openalex.org/W2096561211","https://openalex.org/W2101133662","https://openalex.org/W2103271443","https://openalex.org/W2105651716","https://openalex.org/W2138542827","https://openalex.org/W2139707647","https://openalex.org/W2142071684","https://openalex.org/W2184093437","https://openalex.org/W2225661679","https://openalex.org/W2321684664","https://openalex.org/W2498218675","https://openalex.org/W2506768821","https://openalex.org/W3213239161"],"related_works":["https://openalex.org/W3154161952","https://openalex.org/W2963319272","https://openalex.org/W2778781604","https://openalex.org/W4235219488","https://openalex.org/W2355511198","https://openalex.org/W2744391954","https://openalex.org/W2359284531","https://openalex.org/W2367235275","https://openalex.org/W2127368611","https://openalex.org/W2355331022"],"abstract_inverted_index":{"Personnel":[0],"evaluation":[1,146,164],"process":[2],"is":[3,95],"aimed":[4],"at":[5],"choosing":[6],"the":[7,12,20,40,63,99,117,134,150,152,165,183,188],"best":[8],"alternative":[9],"to":[10,87,97,129,141,169],"fill":[11],"defined":[13],"vacancy":[14],"in":[15,31,112,176],"an":[16,28,139,156],"organization.":[17],"It":[18,61],"determines":[19],"input":[21],"quality":[22],"of":[23,42,90,133,160,185,187],"personnel":[24,59,145],"and":[25,39,82,107,116,136],"thus":[26,137],"plays":[27],"important":[29],"role":[30],"human":[32],"resource":[33],"management.":[34],"The":[35,101,121],"multi":[36],"criteria":[37,174],"nature":[38],"presence":[41],"qualitative":[43],"factors":[44],"make":[45],"it":[46],"considerably":[47],"more":[48,143],"complex.":[49],"This":[50],"paper":[51],"proposes":[52],"a":[53],"hybrid":[54],"fuzzy":[55,64,68,93,105,113,122],"MCDM":[56,123],"model":[57],"for":[58,73,124],"evaluation.":[60],"combines":[62],"TOPSIS":[65,94,114],"method":[66,72],"with":[67],"worst-case":[69,81,106],"(or":[70],"entropy)":[71],"linguistic":[74,177],"reasoning":[75],"under":[76],"group":[77,125,158,166],"decision":[78,126],"making.":[79],"Fuzzy":[80],"entropy":[83,108],"methods":[84,109],"are":[85,110,119],"used":[86],"get":[88],"weights":[89,102],"criteria,":[91],"while":[92],"utilized":[96],"rank":[98],"alternatives.":[100],"obtained":[103],"from":[104],"included":[111],"computations":[115],"alternatives":[118,151],"evaluated.":[120],"making":[127],"enables":[128],"aggregate":[130],"subjective":[131],"assessments":[132],"decision-makers":[135],"offer":[138],"opportunity":[140],"perform":[142],"robust":[144],"procedures.":[147],"To":[148],"evaluate":[149],"authors":[153],"have":[154],"formed":[155],"executive":[157],"consisting":[159],"five":[161,171],"decision-makers.":[162],"For":[163],"has":[167],"decided":[168],"consider":[170],"information":[172],"culture":[173],"expressed":[175],"variables.":[178],"A":[179],"numerical":[180],"example":[181],"demonstrated":[182],"possibilities":[184],"application":[186],"proposed":[189],"method.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
