{"id":"https://openalex.org/W2773818766","doi":"https://doi.org/10.1109/healthcom.2017.8210781","title":"LSTM based classification model and its application for doctor-patient relationship evaluation","display_name":"LSTM based classification model and its application for doctor-patient relationship evaluation","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2773818766","doi":"https://doi.org/10.1109/healthcom.2017.8210781","mag":"2773818766"},"language":"en","primary_location":{"id":"doi:10.1109/healthcom.2017.8210781","is_oa":false,"landing_page_url":"http://doi.org/10.1109/healthcom.2017.8210781","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 19th International Conference on e-Health Networking, Applications and Services (Healthcom)","raw_type":"proceedings-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/A5054298685","display_name":"Hongrui Kuang","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongrui Kuang","raw_affiliation_strings":["Key Lab of Advanced Design and Intelligent Computing (Dalian University), Ministry of Education, Dalian, P. R. China"],"affiliations":[{"raw_affiliation_string":"Key Lab of Advanced Design and Intelligent Computing (Dalian University), Ministry of Education, Dalian, P. R. China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008461757","display_name":"Chao Che","orcid":"https://orcid.org/0000-0003-2978-5430"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Che","raw_affiliation_strings":["Key Lab of Advanced Design and Intelligent Computing (Dalian University), Ministry of Education, Dalian, P. R. China"],"affiliations":[{"raw_affiliation_string":"Key Lab of Advanced Design and Intelligent Computing (Dalian University), Ministry of Education, Dalian, P. R. China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100381999","display_name":"Qiang Zhang","orcid":"https://orcid.org/0000-0003-3776-9799"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Zhang","raw_affiliation_strings":["Key Lab of Advanced Design and Intelligent Computing (Dalian University), Ministry of Education, Dalian, P. R. China"],"affiliations":[{"raw_affiliation_string":"Key Lab of Advanced Design and Intelligent Computing (Dalian University), Ministry of Education, Dalian, P. R. China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003257736","display_name":"Xiaopeng Wei","orcid":"https://orcid.org/0000-0002-8497-611X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaopeng Wei","raw_affiliation_strings":["Key Lab of Advanced Design and Intelligent Computing (Dalian University), Ministry of Education, Dalian, P. R. China"],"affiliations":[{"raw_affiliation_string":"Key Lab of Advanced Design and Intelligent Computing (Dalian University), Ministry of Education, Dalian, P. R. China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054298685"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":0.7801,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80181618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9987000226974487,"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/T10028","display_name":"Topic Modeling","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/praise","display_name":"Praise","score":0.8656675219535828},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6665171384811401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4583733379840851},{"id":"https://openalex.org/keywords/medical-information","display_name":"Medical information","score":0.4507347643375397},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4489988088607788},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3868994116783142},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3254462480545044},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32117611169815063},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.23573803901672363},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12567222118377686},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.11733606457710266}],"concepts":[{"id":"https://openalex.org/C2775868214","wikidata":"https://www.wikidata.org/wiki/Q1208425","display_name":"Praise","level":2,"score":0.8656675219535828},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6665171384811401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4583733379840851},{"id":"https://openalex.org/C3019150057","wikidata":"https://www.wikidata.org/wiki/Q92779279","display_name":"Medical information","level":2,"score":0.4507347643375397},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4489988088607788},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3868994116783142},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3254462480545044},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32117611169815063},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.23573803901672363},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12567222118377686},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.11733606457710266}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/healthcom.2017.8210781","is_oa":false,"landing_page_url":"http://doi.org/10.1109/healthcom.2017.8210781","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 19th International Conference on e-Health Networking, Applications and Services (Healthcom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.8199999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"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":19,"referenced_works":["https://openalex.org/W71795751","https://openalex.org/W1832693441","https://openalex.org/W1889268436","https://openalex.org/W2019759670","https://openalex.org/W2064675550","https://openalex.org/W2108563286","https://openalex.org/W2111369166","https://openalex.org/W2113459411","https://openalex.org/W2114535528","https://openalex.org/W2136848157","https://openalex.org/W2144499799","https://openalex.org/W2149551942","https://openalex.org/W2149684865","https://openalex.org/W2166706824","https://openalex.org/W2168505588","https://openalex.org/W3005198936","https://openalex.org/W6639364127","https://openalex.org/W6676984168","https://openalex.org/W6682126143"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4230470889","https://openalex.org/W4297154351","https://openalex.org/W2385075022","https://openalex.org/W4298326097","https://openalex.org/W2618656217","https://openalex.org/W1976531352","https://openalex.org/W2465155321","https://openalex.org/W2373922510","https://openalex.org/W3167909219"],"abstract_inverted_index":{"The":[0,78,116,155],"emergence":[1],"of":[2,81,114,118,125,132,140,145,167],"medical":[3,23,75],"social":[4,76],"media":[5],"has":[6],"made":[7],"it":[8],"possible":[9],"for":[10,33,44,174],"more":[11,13],"and":[12,19,35,46,68,164,178],"patients":[14,45,69],"to":[15,39,62,88,97],"share":[16],"their":[17],"views":[18],"experiences":[20],"on":[21,106,149],"the":[22,64,71,90,94,107,112,123,126,130,137,150,158,165],"care":[24],"platform.":[25],"These":[26],"subjective":[27],"texts":[28],"contains":[29],"patients'":[30,108],"evaluation":[31,109,172],"information":[32,43],"doctors":[34,67],"can":[36,84],"be":[37,86],"analyzed":[38],"provide":[40],"rich":[41],"decision-making":[42],"hospitals.":[47,101],"Therefore,":[48],"we":[49,135],"propose":[50],"a":[51],"LSTM":[52],"(Long":[53],"Short":[54],"Term":[55],"Memory)":[56],"based":[57,148],"text":[58],"sentiment":[59],"classification":[60,79,121,127,153],"method":[61,163,173],"evaluate":[63,89],"relationship":[65,83,120,152],"between":[66,157],"through":[70],"comment":[72],"data":[73,110,166],"from":[74,111],"media.":[77],"model":[80],"doctor-patient":[82,119,151],"also":[85],"performed":[87],"hospital":[91,133],"by":[92,161],"calculating":[93],"praise":[95,138],"rate":[96,139],"help":[98],"people":[99],"choose":[100],"We":[102],"perform":[103],"two":[104],"experiments":[105],"website":[113],"Haodaifu.":[115],"experiment":[117,131],"confirms":[122],"effectiveness":[124],"model.":[128],"In":[129],"evaluation,":[134],"calculate":[136],"11":[141],"hospitals":[142,175],"in":[143],"Jinan":[144],"Shandong":[146],"province":[147],"results.":[154],"consistency":[156],"results":[159],"obtained":[160],"our":[162,171],"Mingyihui":[168],"shows":[169],"that":[170],"is":[176],"reasonable":[177],"effective.":[179]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}