{"id":"https://openalex.org/W2994558564","doi":"https://doi.org/10.1109/tase.2019.2950724","title":"Physician Recommendation on Healthcare Appointment Platforms Considering Patient Choice","display_name":"Physician Recommendation on Healthcare Appointment Platforms Considering Patient Choice","publication_year":2019,"publication_date":"2019-12-04","ids":{"openalex":"https://openalex.org/W2994558564","doi":"https://doi.org/10.1109/tase.2019.2950724","mag":"2994558564"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2019.2950724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2019.2950724","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","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/A5103167829","display_name":"H. Wen","orcid":"https://orcid.org/0000-0003-3035-0581"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hanqi Wen","raw_affiliation_strings":["Department of Industrial Engineering and Management, College of Engineering, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, College of Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015181840","display_name":"Jie Song","orcid":"https://orcid.org/0000-0003-2592-8238"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Song","raw_affiliation_strings":["Department of Industrial Engineering and Management, College of Engineering, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, College of Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033094340","display_name":"Xin Pan","orcid":"https://orcid.org/0000-0001-9492-6960"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Pan","raw_affiliation_strings":["Department of Industrial Engineering and Management, College of Engineering, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, College of Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103167829"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":3.3226,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.9268342,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"17","issue":"2","first_page":"886","last_page":"899"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9975000023841858,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9975000023841858,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.6996639966964722},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6996104717254639},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6418628692626953},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6316457986831665},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6149044632911682},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5145708918571472},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4952518045902252},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4920894503593445},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4827210605144501},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26119619607925415},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2303033173084259},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19070330262184143},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16996130347251892},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.09248137474060059}],"concepts":[{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.6996639966964722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6996104717254639},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6418628692626953},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6316457986831665},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6149044632911682},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5145708918571472},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4952518045902252},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4920894503593445},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4827210605144501},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26119619607925415},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2303033173084259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19070330262184143},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16996130347251892},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09248137474060059},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2019.2950724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2019.2950724","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1358177551","display_name":null,"funder_award_id":"71671005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3375356113","display_name":null,"funder_award_id":"71731006","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W158123262","https://openalex.org/W853679117","https://openalex.org/W1485062311","https://openalex.org/W1550812296","https://openalex.org/W1947899035","https://openalex.org/W1980695207","https://openalex.org/W1983885210","https://openalex.org/W2037797072","https://openalex.org/W2102037914","https://openalex.org/W2105562458","https://openalex.org/W2108197659","https://openalex.org/W2117923605","https://openalex.org/W2118791906","https://openalex.org/W2120840732","https://openalex.org/W2136299942","https://openalex.org/W2144425834","https://openalex.org/W2157089297","https://openalex.org/W2158777411","https://openalex.org/W2166506088","https://openalex.org/W2197840208","https://openalex.org/W2233452228","https://openalex.org/W2507673992","https://openalex.org/W2771192055","https://openalex.org/W2789459036","https://openalex.org/W2807714922","https://openalex.org/W2964324472","https://openalex.org/W3122081216","https://openalex.org/W3123656730","https://openalex.org/W3125400505","https://openalex.org/W4321595806","https://openalex.org/W6633117799","https://openalex.org/W6680254863"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4288390103","https://openalex.org/W4317039510","https://openalex.org/W2077303884"],"abstract_inverted_index":{"In":[0,138,186],"recent":[1],"years,":[2],"web-based":[3,302,330,441],"appointment":[4,303,331,442],"platforms":[5],"develop":[6],"rapidly,":[7],"and":[8,24,45,65,121,135,146,172,209,279,326,342,380,400,434],"many":[9],"of":[10,52,78,99,150,169,177,198,246,283,301,308,316,354,360,412],"them":[11],"provide":[12],"physician":[13,53,79,151,193,310,367,385],"recommendation":[14,51,128,149,234,386],"services":[15],"to":[16,31,60,81,108,249,292,318,335,364,383],"patients.":[17],"Considering":[18,305],"patients'":[19,62,203],"heterogeneity":[20,204],"in":[21,58,88,113,132,205,227,267,286,323,333,369,451],"both":[22,133,206],"illness":[23],"behavior,":[25,112],"it":[26,445],"is":[27,130,295,419],"a":[28,161,196,214,244,273,324,377],"great":[29],"challenge":[30],"deliver":[32],"personalized":[33,50,325,366],"recommendations.":[34],"Motivated":[35],"by":[36,221,297],"this":[37,40,166],"healthcare":[38],"application,":[39],"study":[41,275,403],"incorporates":[42],"patient":[43,82,111],"choices":[44],"focuses":[46],"on":[47,93,237,329,396,456],"optimizing":[48],"real-time":[49,239,327],"assortment":[54,80,90,152],"with":[55,181,253,276,372,404],"limited":[56,309,373],"resources,":[57,311],"order":[59,98,334],"satisfy":[61],"varying":[63],"demands":[64],"improve":[66,336],"the":[67,76,89,94,97,103,110,118,139,148,156,170,174,182,187,192,228,238,263,281,298,306,314,337,347,352,361,397,401,414,423,426,440],"resource":[68,144,348],"allocation":[69,349],"efficiency.":[70,290,350],"This":[71],"work":[72,294],"considers":[73],"not":[74],"only":[75],"influence":[77],"choice":[83,106,210],"but":[84,444],"also":[85,271,447],"how":[86,317],"physicians":[87,120,320,341],"are":[91,436],"displayed":[92,157],"webpage,":[95],"i.e.,":[96],"physicians.":[100],"We":[101,159,212,242,270,375],"adopt":[102],"location-based":[104],"two-stage":[105],"model":[107,379,427,433],"capture":[109],"which":[114,232,388],"patients":[115,201,322,343],"randomly":[116,199],"view":[117],"top":[119],"then":[122],"choose":[123],"one":[124,359],"among":[125],"them.":[126],"The":[127,256,432],"problem":[129,171],"studied":[131],"static":[134,140,167,224],"dynamic":[136,188,215,370],"environments.":[137],"environment,":[141,189],"we":[142,190,312,357],"ignore":[143],"capacities":[145],"optimize":[147,191],"as":[153,155,344,346,461],"well":[154,345],"ranking.":[158],"propose":[160,213,358,381],"heuristic":[162],"algorithm":[163,178,216,225,252,285],"SORT":[164,226],"for":[165,195,321,422,439],"version":[168],"prove":[173],"lower":[175],"bound":[176],"performance,":[179],"along":[180],"numerical":[183,247,257,398],"performance":[184],"validation.":[185],"recommendations":[194],"sequence":[197],"arriving":[200],"considering":[202],"matching":[207,338],"degrees":[208],"probabilities.":[211],"Adjust-exponential":[217],"inventory":[218],"balancing":[219],"(Adjust-EIB)":[220],"incorporating":[222],"our":[223,251,284,355,409],"improved":[229],"existing":[230],"algorithm,":[231],"makes":[233],"decisions":[235],"based":[236,395,455],"remaining":[240],"resources.":[241,374],"conduct":[243,272],"series":[245],"experiments":[248],"compare":[250],"several":[254],"benchmarks.":[255],"results":[258],"show":[259],"that":[260,425],"Adjust-EIB":[261],"outperforms":[262],"benchmark":[264,393],"algorithms,":[265],"especially":[266],"congested":[268],"systems.":[269],"case":[274,402],"real-world":[277,288,405],"data":[278,407],"verify":[280],"capability":[282,411],"improving":[287],"system":[289,406],"Note":[291],"Practitioners-This":[293],"motivated":[296],"increasing":[299],"popularity":[300],"platforms.":[304],"fact":[307],"address":[313],"issue":[315],"recommend":[319,365],"way":[328],"platform,":[332],"degree":[339],"between":[340],"To":[351],"best":[353],"knowledge,":[356],"initial":[362],"methods":[363,435],"rankings":[368],"environments":[371],"construct":[376],"specific":[378],"algorithms":[382],"make":[384],"decision,":[387],"performs":[389],"better":[390],"than":[391],"other":[392,452],"approaches":[394],"analysis,":[399],"indicates":[408],"method's":[410],"solving":[413],"practical":[415],"problem.":[416],"Our":[417],"method":[418],"robust":[420],"enough":[421],"reason":[424],"allows":[428],"arbitrary":[429],"arrival":[430],"pattern.":[431],"specifically":[437],"designed":[438],"platforms,":[443],"can":[446],"be":[448],"easily":[449],"applied":[450],"application":[453],"scenarios":[454],"visual":[457],"web":[458],"pages,":[459],"such":[460],"e-commerce.":[462]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}