{"id":"https://openalex.org/W2943620332","doi":"https://doi.org/10.1155/2019/6727259","title":"Interval Type\u20102 Fuzzy Multiattribute Group Decision\u2010Making for Logistics Services Providers Selection by Combining QFD with Partitioned Heronian Mean Operator","display_name":"Interval Type\u20102 Fuzzy Multiattribute Group Decision\u2010Making for Logistics Services Providers Selection by Combining QFD with Partitioned Heronian Mean Operator","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2943620332","doi":"https://doi.org/10.1155/2019/6727259","mag":"2943620332"},"language":"en","primary_location":{"id":"doi:10.1155/2019/6727259","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/6727259","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/6727259.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2019/6727259.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100323406","display_name":"Hui Zhang","orcid":"https://orcid.org/0000-0002-0843-399X"},"institutions":[{"id":"https://openalex.org/I4210136682","display_name":"Heze University","ror":"https://ror.org/041zje040","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zhang","raw_affiliation_strings":["School of Business, Heze University, Heze, Shandong, China"],"affiliations":[{"raw_affiliation_string":"School of Business, Heze University, Heze, Shandong, China","institution_ids":["https://openalex.org/I4210136682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007814097","display_name":"Hui Gao","orcid":"https://orcid.org/0000-0001-6394-0217"},"institutions":[{"id":"https://openalex.org/I4210136682","display_name":"Heze University","ror":"https://ror.org/041zje040","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136682"]},{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hui Gao","raw_affiliation_strings":["School of Management Science and Engineering, Shandong University of Finance and Economics, Jinan 250014, Shandong, China","School of Business, Heze University, Heze, Shandong, China"],"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Shandong University of Finance and Economics, Jinan 250014, Shandong, China","institution_ids":["https://openalex.org/I59483232"]},{"raw_affiliation_string":"School of Business, Heze University, Heze, Shandong, China","institution_ids":["https://openalex.org/I4210136682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089438496","display_name":"\u041f\u044d\u0439\u0434\u044d \u041b\u044e","orcid":"https://orcid.org/0000-0001-5048-8145"},"institutions":[{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peide Liu","raw_affiliation_strings":["School of Management Science and Engineering, Shandong University of Finance and Economics, Jinan 250014, Shandong, China"],"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Shandong University of Finance and Economics, Jinan 250014, Shandong, China","institution_ids":["https://openalex.org/I59483232"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007814097"],"corresponding_institution_ids":["https://openalex.org/I4210136682","https://openalex.org/I59483232"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.4125,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66997896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"2019","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9995999932289124,"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":0.9995999932289124,"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/T12945","display_name":"Quality Function Deployment in Product Design","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9728000164031982,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/quality-function-deployment","display_name":"Quality function deployment","score":0.7144685387611389},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.690119743347168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5598345994949341},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5449501276016235},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5008976459503174},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4807969629764557},{"id":"https://openalex.org/keywords/vagueness","display_name":"Vagueness","score":0.4789721965789795},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.46218976378440857},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.45350128412246704},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.45302528142929077},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3866528570652008},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.38391420245170593},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3689624071121216},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3198522925376892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2033660113811493},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.137830913066864},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.09704792499542236},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.06946137547492981},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.06693726778030396}],"concepts":[{"id":"https://openalex.org/C86992474","wikidata":"https://www.wikidata.org/wiki/Q763591","display_name":"Quality function deployment","level":3,"score":0.7144685387611389},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.690119743347168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5598345994949341},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5449501276016235},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5008976459503174},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4807969629764557},{"id":"https://openalex.org/C2776825360","wikidata":"https://www.wikidata.org/wiki/Q1411921","display_name":"Vagueness","level":3,"score":0.4789721965789795},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.46218976378440857},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.45350128412246704},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.45302528142929077},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3866528570652008},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.38391420245170593},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3689624071121216},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3198522925376892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2033660113811493},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.137830913066864},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.09704792499542236},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.06946137547492981},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.06693726778030396},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2019/6727259","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/6727259","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/6727259.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:6727259","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2019/6727259.xml","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"},{"id":"pmh:oai:doaj.org/article:1e92f8b0eeeb4da5b47caa1927106547","is_oa":true,"landing_page_url":"https://doaj.org/article/1e92f8b0eeeb4da5b47caa1927106547","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2019 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2019/6727259","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/6727259","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/6727259.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2620561031","display_name":null,"funder_award_id":"71771140, 71471172","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3418866712","display_name":null,"funder_award_id":"71471172","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3651238070","display_name":null,"funder_award_id":"151104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G64525708","display_name":null,"funder_award_id":"71801142","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6991593215","display_name":null,"funder_award_id":"XY16SK02","funder_id":"https://openalex.org/F4320325563","funder_display_name":"Heze University"},{"id":"https://openalex.org/G7345124094","display_name":null,"funder_award_id":"71771140","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325563","display_name":"Heze University","ror":"https://ror.org/041zje040"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2943620332.pdf","grobid_xml":"https://content.openalex.org/works/W2943620332.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W962441393","https://openalex.org/W1850100130","https://openalex.org/W1905771608","https://openalex.org/W2007628748","https://openalex.org/W2009932846","https://openalex.org/W2059901265","https://openalex.org/W2079058468","https://openalex.org/W2079417563","https://openalex.org/W2080179900","https://openalex.org/W2126397993","https://openalex.org/W2141178894","https://openalex.org/W2284453827","https://openalex.org/W2474665338","https://openalex.org/W2494085801","https://openalex.org/W2513041396","https://openalex.org/W2530583575","https://openalex.org/W2537158668","https://openalex.org/W2563128797","https://openalex.org/W2569194645","https://openalex.org/W2593418740","https://openalex.org/W2597706542","https://openalex.org/W2613185130","https://openalex.org/W2735910048","https://openalex.org/W2749556445","https://openalex.org/W2766645648","https://openalex.org/W2782199659","https://openalex.org/W2791183046","https://openalex.org/W2792527526","https://openalex.org/W2799400863","https://openalex.org/W2803366142","https://openalex.org/W2808442168","https://openalex.org/W2809399083","https://openalex.org/W2883882819","https://openalex.org/W2885799613","https://openalex.org/W2886100642","https://openalex.org/W2897565540","https://openalex.org/W2898935091","https://openalex.org/W2963701940","https://openalex.org/W4245152641"],"related_works":["https://openalex.org/W2496023037","https://openalex.org/W2350451705","https://openalex.org/W2060617333","https://openalex.org/W2093381264","https://openalex.org/W2060378619","https://openalex.org/W2085182244","https://openalex.org/W3009713318","https://openalex.org/W2917836534","https://openalex.org/W2040401713","https://openalex.org/W1899703204"],"abstract_inverted_index":{"Logistics":[0],"service":[1],"(LS)":[2],"has":[3],"key":[4],"impacts":[5],"on":[6,153],"customers\u2019":[7,114],"satisfaction.":[8],"Quality":[9],"function":[10],"deployment":[11],"(QFD)":[12],"can":[13,66,89],"guarantee":[14],"that":[15,38],"logistic":[16],"services":[17],"provider\u2019s":[18],"(LSP)":[19],"attributes":[20,40,48,57,78,164,180],"are":[21,41,53,61,79,209],"in":[22,49,58,75,123,169,194,211],"accordance":[23],"with":[24,119],"the":[25,29,47,50,56,64,93,113,120,129,137,154,157,162,173,198,203,215,218],"customer\u2019s":[26],"preferences":[27],"for":[28,175,181],"LS.":[30],"The":[31],"partitioned":[32,42,80],"Heronian":[33],"mean":[34],"(PHM)":[35],"operator":[36,65,122,135,144],"assumes":[37],"all":[39,77],"into":[43,81,178],"several":[44,82],"clusters.":[45,83],"Herein,":[46],"same":[51],"clusters":[52,60],"interrelated,":[54],"while":[55],"different":[59],"independent,":[62],"and":[63,95,97,136,145,161,200,206],"be":[67],"utilized":[68,168],"to":[69,171,196,213],"solve":[70],"LSP":[71],"selection":[72],"(LSPS)":[73],"problems":[74],"which":[76],"Interval":[84],"type\u20102":[85,131,139],"fuzzy":[86,132,140],"sets":[87],"(IT2FSs)":[88],"more":[90,99],"competently":[91],"express":[92],"ambiguity":[94],"vagueness":[96],"have":[98],"powerful":[100],"processing":[101],"abilities.":[102],"In":[103],"this":[104],"paper,":[105],"we":[106,127],"propose":[107],"a":[108,185,188],"novel":[109],"LSPS":[110,191],"method":[111],"from":[112],"perspective":[115],"by":[116],"combining":[117],"QFD":[118,166],"PHM":[121,133,142],"IT2FSs":[124],"environments.":[125],"First,":[126],"develop":[128],"interval":[130,138],"(IT2FPHM)":[134],"weighted":[141],"(IT2FWPHM)":[143],"discuss":[146],"some":[147,207],"properties":[148],"of":[149,187,202,217],"them.":[150],"Then,":[151],"based":[152],"relationships":[155],"between":[156],"customer":[158],"requirements":[159],"(CRs)":[160],"technical":[163],"(TAs),":[165],"is":[167,192],"order":[170,195,212],"convert":[172],"CRs":[174],"LS":[176],"concerns":[177],"multiple":[179],"LSP\u2019s":[182],"TAs.":[183],"Finally,":[184],"case":[186],"fresh":[189],"E\u2010business":[190],"used":[193,210],"demonstrate":[197],"validity":[199],"rationality":[201],"proposed":[204,219],"method,":[205],"comparisons":[208],"show":[214],"superiority":[216],"method.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2025-10-10T00:00:00"}