{"id":"https://openalex.org/W2990534482","doi":"https://doi.org/10.1109/ichi.2019.8904496","title":"The Dr-KGQA System for Automatically Answering Medication Related Questions in Chinese","display_name":"The Dr-KGQA System for Automatically Answering Medication Related Questions in Chinese","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2990534482","doi":"https://doi.org/10.1109/ichi.2019.8904496","mag":"2990534482"},"language":"en","primary_location":{"id":"doi:10.1109/ichi.2019.8904496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi.2019.8904496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Healthcare Informatics (ICHI)","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/A5100339289","display_name":"Wei Zhu","orcid":"https://orcid.org/0000-0002-6389-6866"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wei Zhu","raw_affiliation_strings":["Pingan Health Tech, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Pingan Health Tech, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112109363","display_name":"Yuan Ni","orcid":"https://orcid.org/0009-0007-5406-7103"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuan Ni","raw_affiliation_strings":["Pingan Health Tech, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Pingan Health Tech, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023775139","display_name":"Guotong Xie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guotong Xie","raw_affiliation_strings":["Pingan Health Tech, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Pingan Health Tech, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023696818","display_name":"Xiaofeng Zhou","orcid":"https://orcid.org/0000-0001-9837-1261"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaofeng Zhou","raw_affiliation_strings":["Pingan Health Tech, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Pingan Health Tech, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081062123","display_name":"Cai Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cai Chen","raw_affiliation_strings":["Pingan Health Tech, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Pingan Health Tech, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100339289"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.28,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6686141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9952999949455261,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9864000082015991,"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/computer-science","display_name":"Computer science","score":0.7648752927780151},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.7036769390106201},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6379097104072571},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5927950739860535},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.5137192010879517},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.460353821516037},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.45336630940437317},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.4466363787651062},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4126112759113312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34774625301361084},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3338361382484436},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.332780122756958},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.32680121064186096},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1678602695465088},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11063525080680847},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.08697408437728882}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7648752927780151},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.7036769390106201},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6379097104072571},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5927950739860535},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.5137192010879517},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.460353821516037},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.45336630940437317},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.4466363787651062},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4126112759113312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34774625301361084},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3338361382484436},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.332780122756958},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.32680121064186096},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1678602695465088},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11063525080680847},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.08697408437728882},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ichi.2019.8904496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi.2019.8904496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Healthcare Informatics (ICHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.699999988079071,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W1940872118","https://openalex.org/W2184957013","https://openalex.org/W2510906045","https://openalex.org/W2608787653","https://openalex.org/W2728059831","https://openalex.org/W2797383850","https://openalex.org/W2868095129","https://openalex.org/W2891420675","https://openalex.org/W2952087486","https://openalex.org/W2962745909","https://openalex.org/W2963485453","https://openalex.org/W2963505080","https://openalex.org/W2963838657","https://openalex.org/W2964121744","https://openalex.org/W3099023595","https://openalex.org/W6640362995","https://openalex.org/W6686133869","https://openalex.org/W6740216407","https://openalex.org/W6741242907","https://openalex.org/W6750322043","https://openalex.org/W6750378536","https://openalex.org/W6753202979","https://openalex.org/W6764288440"],"related_works":["https://openalex.org/W1602056621","https://openalex.org/W2135033253","https://openalex.org/W3215259232","https://openalex.org/W5053386","https://openalex.org/W3210635025","https://openalex.org/W2366644548","https://openalex.org/W2138279922","https://openalex.org/W1602736231","https://openalex.org/W2792591658","https://openalex.org/W2118091901"],"abstract_inverted_index":{"As":[0],"the":[1,12,47,52,82,91,126,152],"public":[2],"medical":[3,21,30,97],"resources":[4],"becomes":[5],"more":[6,8],"and":[7,59,75,115,151],"scarce":[9],"due":[10],"to":[11,46,79,124],"aging":[13],"of":[14,49,54,66,93,106,122,128],"a":[15,24,56,73,104,120,132,144],"large":[16],"population":[17],"in":[18,64,86,148],"China,":[19,150],"online":[20,29],"consultation":[22,31],"become":[23],"popular":[25],"alternative.":[26],"However,":[27],"existing":[28],"providers":[32],"or":[33,40],"forums":[34],"are":[35],"either":[36],"labor-intensive,":[37],"thus":[38],"expensive,":[39],"free":[41],"but":[42],"unreliable":[43],"with":[44,90],"respect":[45],"quality":[48],"answers.":[50],"With":[51],"aim":[53],"providing":[55],"convenient,":[57],"instant":[58],"reliable":[60],"tool":[61],"for":[62,160],"people":[63],"need":[65],"simple":[67],"medication":[68],"related":[69],"consultations,":[70],"we":[71,136],"developed":[72],"question":[74],"answering":[76],"system":[77,102,142,157],"(Dr-KGQA)":[78],"automatically":[80],"answer":[81],"questions":[83],"from":[84],"users":[85],"an":[87],"interactive":[88],"manner,":[89],"help":[92],"our":[94,129,141,156],"powerful":[95],"Chinese":[96],"knowledge":[98],"graph":[99],"(Med-KG).":[100],"Our":[101],"employs":[103],"pipeline":[105],"deep":[107],"learning":[108],"models":[109],"including":[110],"named":[111],"entity":[112],"recognition":[113],"(NER)":[114],"relation":[116],"matching.":[117],"We":[118,138],"conduct":[119],"series":[121],"experiments":[123],"demonstrate":[125],"performance":[127],"system,":[130],"on":[131,143],"human":[133],"annotated":[134],"dataset":[135],"collect.":[137],"have":[139],"piloted":[140],"family":[145],"doctor":[146],"platform":[147],"Chongqing,":[149],"results":[153],"show":[154],"that":[155],"is":[158],"promising":[159],"real-world":[161],"applications.":[162]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}