{"id":"https://openalex.org/W4223413042","doi":"https://doi.org/10.1007/s44196-022-00078-5","title":"Two-Sided Matching Decision-Making in an Incomplete and Heterogeneous Context: A Optimization-Based Method","display_name":"Two-Sided Matching Decision-Making in an Incomplete and Heterogeneous Context: A Optimization-Based Method","publication_year":2022,"publication_date":"2022-04-11","ids":{"openalex":"https://openalex.org/W4223413042","doi":"https://doi.org/10.1007/s44196-022-00078-5"},"language":"en","primary_location":{"id":"doi:10.1007/s44196-022-00078-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-022-00078-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-022-00078-5.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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 Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44196-022-00078-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073541605","display_name":"Junchang Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junchang Qin","raw_affiliation_strings":["Department of Electronic Commerce, School of Management, Shenzhen Institute of Information Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Commerce, School of Management, Shenzhen Institute of Information Technology, Shenzhen, China","institution_ids":["https://openalex.org/I158809036"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071882941","display_name":"Sha Fan","orcid":"https://orcid.org/0000-0002-0163-6997"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sha Fan","raw_affiliation_strings":["Center for Network Big Data and Decision-Making, Business School, Sichuan University, Chengdu, 610065, China"],"raw_orcid":"https://orcid.org/0000-0002-0163-6997","affiliations":[{"raw_affiliation_string":"Center for Network Big Data and Decision-Making, Business School, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002185546","display_name":"Haiming Liang","orcid":"https://orcid.org/0000-0002-5408-8533"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiming Liang","raw_affiliation_strings":["Center for Network Big Data and Decision-Making, Business School, Sichuan University, Chengdu, 610065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Network Big Data and Decision-Making, Business School, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083906120","display_name":"Cong\u2010Cong Li","orcid":"https://orcid.org/0000-0002-7199-4001"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong-Cong Li","raw_affiliation_strings":["School of Economics and Management, Southwest Jiaotong University, Chengdu, 610031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Southwest Jiaotong University, Chengdu, 610031, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050358854","display_name":"Yucheng Dong","orcid":"https://orcid.org/0000-0002-0028-6796"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yucheng Dong","raw_affiliation_strings":["Center for Network Big Data and Decision-Making, Business School, Sichuan University, Chengdu, 610065, China","Department of Electronic Commerce, School of Management, Shenzhen Institute of Information Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Network Big Data and Decision-Making, Business School, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"Department of Electronic Commerce, School of Management, Shenzhen Institute of Information Technology, Shenzhen, China","institution_ids":["https://openalex.org/I158809036"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071882941"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":1.3067,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81019839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"15","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":0.9980999827384949,"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":0.9980999827384949,"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/T10991","display_name":"Game Theory and Voting Systems","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9785000085830688,"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/matching","display_name":"Matching (statistics)","score":0.7453149557113647},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.640580952167511},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6006820797920227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6006740927696228},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.590090811252594},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5732319355010986},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5482691526412964},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4840497374534607},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4644921123981476},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28903722763061523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2407805323600769},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22888952493667603},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09128931164741516}],"concepts":[{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.7453149557113647},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.640580952167511},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6006820797920227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6006740927696228},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.590090811252594},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5732319355010986},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5482691526412964},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4840497374534607},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4644921123981476},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28903722763061523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2407805323600769},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22888952493667603},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09128931164741516},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44196-022-00078-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-022-00078-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-022-00078-5.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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 Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2c53f041f6fe43878fe645646f08cf1c","is_oa":true,"landing_page_url":"https://doaj.org/article/2c53f041f6fe43878fe645646f08cf1c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 15, Iss 1, Pp 1-15 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44196-022-00078-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-022-00078-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-022-00078-5.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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 Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335981","display_name":"Guangdong Province Higher Vocational Colleges and Schools Pearl River Scholar Funded Scheme","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4223413042.pdf","grobid_xml":"https://content.openalex.org/works/W4223413042.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1987936822","https://openalex.org/W1996160681","https://openalex.org/W1999336648","https://openalex.org/W2028350568","https://openalex.org/W2034883132","https://openalex.org/W2040722641","https://openalex.org/W2051306036","https://openalex.org/W2052361825","https://openalex.org/W2092245450","https://openalex.org/W2112148168","https://openalex.org/W2117827905","https://openalex.org/W2148186245","https://openalex.org/W2162195070","https://openalex.org/W2201428219","https://openalex.org/W2342430154","https://openalex.org/W2483999136","https://openalex.org/W2736806615","https://openalex.org/W2797500614","https://openalex.org/W2811687412","https://openalex.org/W2959247396","https://openalex.org/W2965998361","https://openalex.org/W2989861224","https://openalex.org/W3005461883","https://openalex.org/W3049559018","https://openalex.org/W3091722739","https://openalex.org/W3093652463","https://openalex.org/W3153011644","https://openalex.org/W3168287727","https://openalex.org/W3201092255","https://openalex.org/W3209396682"],"related_works":["https://openalex.org/W4231775656","https://openalex.org/W2046435967","https://openalex.org/W2090624569","https://openalex.org/W1972035260","https://openalex.org/W2383646825","https://openalex.org/W4236298560","https://openalex.org/W4322508012","https://openalex.org/W3123407378","https://openalex.org/W4394832455","https://openalex.org/W4236362086"],"abstract_inverted_index":{"Abstract":[0],"Driven":[1],"by":[2,97],"the":[3,16,21,39,50,59,73,92,98,101,107,117,122,127,130,137,141,150,154,165,171,183,186],"development":[4],"of":[5,15,23,168,185],"platform":[6],"economy,":[7],"two-sided":[8,102,131,172],"matching":[9,103,132,173],"decision-making":[10],"(TSDM)":[11],"has":[12],"become":[13],"one":[14],"most":[17],"important":[18],"applications":[19],"in":[20,38,100,129,170],"field":[22],"intelligent":[24],"computation":[25],"system.":[26],"Many":[27],"recommendation":[28],"systems":[29],"based":[30,90],"on":[31,42,91,140],"TSDM":[32,74],"have":[33,58],"facilitated":[34],"our":[35],"life.":[36],"However,":[37],"existing":[40],"studies":[41],"TSDM,":[43],"it":[44],"is":[45,179],"usually":[46],"assumed":[47],"that":[48],"all":[49],"individuals":[51,99,128,169],"provide":[52],"their":[53],"preference":[54,79,95],"orderings":[55],"accurately,":[56],"and":[57,81,121,148],"same":[60],"stable":[61,84,143,155],"demand.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66,105,115,135,158],"develop":[67,159],"an":[68,160],"optimization":[69,161],"method":[70],"to":[71,181],"solve":[72],"problem":[75],"with":[76],"incomplete":[77,93],"weak":[78,94],"ordering":[80,96],"heterogeneous":[82],"fuzzy":[83,138,142],"demand":[85,144],"(i.e.,":[86],"TSDM-IH":[87,187],"method).":[88],"First,":[89],"party,":[104],"calculate":[106,116],"expectation":[108],"ordinal":[109],"values":[110,167],"for":[111,126,145,152],"each":[112,146],"individual.":[113],"Then,":[114],"perceived":[118,123,166],"difference":[119],"matrices":[120,125],"value":[124],"party.":[133,174],"Next,":[134],"analyze":[136],"expression":[139],"individual,":[147],"obtain":[149],"constraint":[151],"obtaining":[153],"alternatives.":[156],"Furthermore,":[157],"model":[162],"which":[163],"maximizes":[164],"Finally,":[175],"a":[176],"numerical":[177],"example":[178],"given":[180],"illustrate":[182],"feasibility":[184],"method.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}