{"id":"https://openalex.org/W2605289998","doi":"https://doi.org/10.3233/jifs-12495","title":"A fuzzy decision making methodology based on fuzzy AHP and fuzzy TOPSIS with a case study for information systems outsourcing decisions","display_name":"A fuzzy decision making methodology based on fuzzy AHP and fuzzy TOPSIS with a case study for information systems outsourcing decisions","publication_year":2017,"publication_date":"2017-04-07","ids":{"openalex":"https://openalex.org/W2605289998","doi":"https://doi.org/10.3233/jifs-12495","mag":"2605289998"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-12495","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-12495","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/A5057610655","display_name":"Salman Nazari-Shirkouhi","orcid":"https://orcid.org/0000-0001-6320-4607"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Salman Nazari-Shirkouhi","raw_affiliation_strings":["Department of Industrial Engineering, Fouman Faculty of Engineering, College of Engineering, University of Tehran, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Fouman Faculty of Engineering, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109447655","display_name":"Sina Miri-Nargesi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sina Miri-Nargesi","raw_affiliation_strings":["Department of Industrial Engineering, Science and research Branch, Islamic Azad University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Science and research Branch, Islamic Azad University, Tehran, Iran","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061989722","display_name":"Ayyub Ansarinejad","orcid":null},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ayyub Ansarinejad","raw_affiliation_strings":["Department of Industrial Engineering, College ofEngineering, University of Tehran, Tehran, Iran","Fax: +98 13134737228","E-mail:"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, College ofEngineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"Fax: +98 13134737228","institution_ids":[]},{"raw_affiliation_string":"E-mail:","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057610655"],"corresponding_institution_ids":["https://openalex.org/I23946033"],"apc_list":null,"apc_paid":null,"fwci":4.1877,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93913496,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"32","issue":"6","first_page":"3921","last_page":"3943"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11912","display_name":"Outsourcing and Supply Chain Management","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11912","display_name":"Outsourcing and Supply Chain Management","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9969000220298767,"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/T11223","display_name":"Maritime Ports and Logistics","score":0.965499997138977,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.8521221876144409},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.7289188504219055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6682403683662415},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.6344561576843262},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.6335251927375793},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5905435085296631},{"id":"https://openalex.org/keywords/ideal-solution","display_name":"Ideal solution","score":0.5311962962150574},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5076662302017212},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4208833873271942},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42024707794189453},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38843250274658203},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3440714478492737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.194707453250885},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1310807168483734},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08485111594200134}],"concepts":[{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.8521221876144409},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.7289188504219055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6682403683662415},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.6344561576843262},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.6335251927375793},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5905435085296631},{"id":"https://openalex.org/C89591040","wikidata":"https://www.wikidata.org/wiki/Q1779030","display_name":"Ideal solution","level":2,"score":0.5311962962150574},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5076662302017212},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4208833873271942},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42024707794189453},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38843250274658203},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3440714478492737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.194707453250885},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1310807168483734},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08485111594200134},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-12495","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-12495","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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W58642354","https://openalex.org/W244275214","https://openalex.org/W1504039589","https://openalex.org/W1514854448","https://openalex.org/W1516798127","https://openalex.org/W1522302384","https://openalex.org/W1524771255","https://openalex.org/W1532788689","https://openalex.org/W1549472903","https://openalex.org/W1672240586","https://openalex.org/W1972253454","https://openalex.org/W1976549461","https://openalex.org/W1978343529","https://openalex.org/W1978354626","https://openalex.org/W1981484446","https://openalex.org/W1983695969","https://openalex.org/W1984408857","https://openalex.org/W1986005279","https://openalex.org/W1986781224","https://openalex.org/W1987347924","https://openalex.org/W1990629762","https://openalex.org/W1992581312","https://openalex.org/W1993664678","https://openalex.org/W1995415491","https://openalex.org/W1995552598","https://openalex.org/W1996558791","https://openalex.org/W1999059195","https://openalex.org/W2001804323","https://openalex.org/W2004698524","https://openalex.org/W2009513178","https://openalex.org/W2016371562","https://openalex.org/W2017132227","https://openalex.org/W2031109273","https://openalex.org/W2032048465","https://openalex.org/W2033361986","https://openalex.org/W2034329931","https://openalex.org/W2035451011","https://openalex.org/W2037906803","https://openalex.org/W2042102899","https://openalex.org/W2044346873","https://openalex.org/W2046879192","https://openalex.org/W2049552225","https://openalex.org/W2052635646","https://openalex.org/W2059536960","https://openalex.org/W2060731203","https://openalex.org/W2068087887","https://openalex.org/W2072144776","https://openalex.org/W2074661206","https://openalex.org/W2076309564","https://openalex.org/W2078255126","https://openalex.org/W2079475141","https://openalex.org/W2080151622","https://openalex.org/W2081220549","https://openalex.org/W2092543529","https://openalex.org/W2093815139","https://openalex.org/W2096681460","https://openalex.org/W2097658314","https://openalex.org/W2098919443","https://openalex.org/W2111338664","https://openalex.org/W2113392571","https://openalex.org/W2117562430","https://openalex.org/W2125084158","https://openalex.org/W2129221019","https://openalex.org/W2139444754","https://openalex.org/W2142978062","https://openalex.org/W2145174529","https://openalex.org/W2147680910","https://openalex.org/W2156958265","https://openalex.org/W2168936936","https://openalex.org/W2188257212","https://openalex.org/W2338081556","https://openalex.org/W2912565176","https://openalex.org/W2994474006","https://openalex.org/W3123205257","https://openalex.org/W4211007335","https://openalex.org/W4232860612","https://openalex.org/W4233704167","https://openalex.org/W4243993620","https://openalex.org/W4285719527","https://openalex.org/W6631339861","https://openalex.org/W6632554369"],"related_works":["https://openalex.org/W3006483227","https://openalex.org/W4281691896","https://openalex.org/W2191080415","https://openalex.org/W1538914270","https://openalex.org/W2766705749","https://openalex.org/W4246137084","https://openalex.org/W2971636142","https://openalex.org/W2412990819","https://openalex.org/W3174689065","https://openalex.org/W4310385841"],"abstract_inverted_index":{"Many":[0],"companies":[1],"outsource":[2],"their":[3],"information":[4,35],"systems":[5,36],"(ISs)":[6],"to":[7,73,110,135],"share":[8],"risk,":[9],"reduce":[10],"cost":[11],"and":[12,65,79,118,124],"achieve":[13],"high":[14],"level":[15],"of":[16,20,30,57,114,121,132],"performance":[17,70],"quality.":[18],"One":[19],"the":[21,31,43,58,81,112,115,122,137],"most":[22],"important":[23],"steps":[24],"in":[25,96,104],"IS":[26],"outsourcing":[27,116],"is":[28,108,127,143],"selection":[29],"best":[32],"appropriate":[33,82],"candidate":[34],"for":[37,68,77,129],"outsourcing.":[38],"To":[39],"address":[40],"such":[41],"problem,":[42],"multiple-criteria":[44],"decision":[45],"making":[46],"(MCDM)":[47],"methods":[48],"could":[49],"be":[50,88],"applied.":[51],"Therefore":[52],"two":[53],"MCDM":[54],"approaches":[55],"consisting":[56],"integrated":[59],"fuzzy":[60,66],"analytical":[61],"hierarchy":[62],"process":[63],"(FAHP)":[64],"technique":[67],"order":[69],"by":[71],"similarity":[72],"ideal":[74],"solution":[75],"(FTOPSIS)":[76],"evaluating":[78],"selecting":[80],"Information":[83],"System":[84],"Project":[85],"(ISP)":[86],"can":[87],"employed.":[89],"The":[90,106],"proposed":[91],"method":[92,126],"has":[93],"been":[94],"applied":[95],"an":[97,100],"actual":[98],"case,":[99],"online":[101],"book":[102],"store":[103],"Iran.":[105],"FAHP":[107],"used":[109,128],"analyze":[111],"structure":[113],"problem":[117],"determine":[119],"weights":[120],"criteria,":[123],"FTOPSIS":[125],"final":[130],"ranking":[131],"ISPs.":[133],"Finally":[134],"validate":[136],"obtained":[138],"results,":[139],"a":[140],"sensitivity":[141],"analysis":[142],"carried":[144],"out.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}