{"id":"https://openalex.org/W4200008375","doi":"https://doi.org/10.1145/3487075.3487114","title":"Chinese Herbal Recognition Databases Using Human-In-The-Loop Feedback","display_name":"Chinese Herbal Recognition Databases Using Human-In-The-Loop Feedback","publication_year":2021,"publication_date":"2021-10-19","ids":{"openalex":"https://openalex.org/W4200008375","doi":"https://doi.org/10.1145/3487075.3487114"},"language":"en","primary_location":{"id":"doi:10.1145/3487075.3487114","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487075.3487114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Computer Science and Application Engineering","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/A5087939993","display_name":"Nan Wu","orcid":"https://orcid.org/0000-0002-3531-1656"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nan Wu","raw_affiliation_strings":["Yunnan Medical Health College, China and School of Medicine, Yunnan University of Business Management, China"],"affiliations":[{"raw_affiliation_string":"Yunnan Medical Health College, China and School of Medicine, Yunnan University of Business Management, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028930388","display_name":"Yujun Zhou","orcid":"https://orcid.org/0000-0001-6571-3691"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujun Zhou","raw_affiliation_strings":["School of Medicine, Yunnan University of Business Management, China"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Yunnan University of Business Management, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102748904","display_name":"Hao Xu","orcid":"https://orcid.org/0000-0003-0054-9709"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Xu","raw_affiliation_strings":["School of Medicine, Yunnan University of Business Management, China"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Yunnan University of Business Management, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043728985","display_name":"Xingjiao Wu","orcid":"https://orcid.org/0000-0001-9146-051X"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinjiao Wu","raw_affiliation_strings":["East China Normal University, China"],"affiliations":[{"raw_affiliation_string":"East China Normal University, China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087939993"],"corresponding_institution_ids":["https://openalex.org/I189210763"],"apc_list":null,"apc_paid":null,"fwci":0.2486,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6483774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2019","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9577000141143799,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/computer-science","display_name":"Computer science","score":0.7785851955413818},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.7558133602142334},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6901886463165283},{"id":"https://openalex.org/keywords/traditional-chinese-medicine","display_name":"Traditional Chinese medicine","score":0.63759446144104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49504056572914124},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4332151412963867},{"id":"https://openalex.org/keywords/web-crawler","display_name":"Web crawler","score":0.42671722173690796},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4252609312534332},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3964845538139343},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16518595814704895}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7785851955413818},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7558133602142334},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6901886463165283},{"id":"https://openalex.org/C188947578","wikidata":"https://www.wikidata.org/wiki/Q200253","display_name":"Traditional Chinese medicine","level":3,"score":0.63759446144104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49504056572914124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4332151412963867},{"id":"https://openalex.org/C13743948","wikidata":"https://www.wikidata.org/wiki/Q45842","display_name":"Web crawler","level":2,"score":0.42671722173690796},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4252609312534332},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3964845538139343},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16518595814704895},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3487075.3487114","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487075.3487114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2750620035","https://openalex.org/W2791899572","https://openalex.org/W2965762238","https://openalex.org/W3047584205","https://openalex.org/W3097711533"],"related_works":["https://openalex.org/W3005260231","https://openalex.org/W2904469652","https://openalex.org/W4362647146","https://openalex.org/W2383572231","https://openalex.org/W2042034567","https://openalex.org/W3179424333","https://openalex.org/W2782340266","https://openalex.org/W4230722125","https://openalex.org/W2149158941","https://openalex.org/W2351975925"],"abstract_inverted_index":{"Traditional":[0,15],"Chinese":[1,13,16,26,38,60,74,159],"medicine":[2,17,27,39,61,75,160],"identification":[3,18,28,35,62],"plays":[4],"an":[5,41],"important":[6],"role":[7],"in":[8],"the":[9,33,56,107,125,167,174],"development":[10],"of":[11,36,52,58,158,164,173,180],"traditional":[12,25,37,59],"medicine.":[14],"mostly":[19],"relies":[20],"on":[21,78,124],"researchers'":[22],"experience,":[23],"so":[24],"is":[29,55,195],"still":[30],"challenging.":[31],"Using":[32],"computer":[34],"seems":[40],"effective":[42],"method,":[43],"but":[44],"no":[45],"dataset":[46,54,76,133],"can":[47],"train":[48],"models.":[49],"The":[50,153,190],"lack":[51],"a":[53,69,73,83,90,100,111,132,144,162],"challenge":[57],"by":[63,138],"use":[64,99,110],"computers.":[65],"This":[66,80],"paper":[67],"proposes":[68],"method":[70,81,87],"for":[71,147],"constructing":[72],"based":[77,123],"human-in-the-loop.":[79],"uses":[82],"manual":[84],"intervention":[85],"labeling":[86,91,192],"to":[88,103,113],"realize":[89],"mode":[92],"that":[93,136],"saves":[94],"labour":[95],"resources.":[96],"First,":[97],"we":[98,119,129,142],"web":[101],"crawler":[102],"collect":[104],"data":[105,121,181,186],"from":[106,187],"Internet,":[108],"then":[109],"pre-model":[112],"remove":[114],"some":[115],"irrelevant":[116],"data,":[117,161],"next,":[118],"iterative":[120],"annotation":[122,137],"classification":[126],"confidence,":[127],"finally,":[128],"will":[130],"obtain":[131],"named":[134],"CH42":[135,154],"human-computer":[139],"collaboration.":[140],"Besides,":[141],"designed":[143],"backbone":[145],"network":[146],"explicitly":[148],"modeling":[149],"interdependencies":[150],"between":[151],"channels.":[152],"contains":[155],"42":[156],"types":[157],"total":[163],"6,112":[165],"pictures,":[166],"model":[168,191],"automatically":[169],"labeled":[170],"about":[171,196],"64%":[172],"data.":[175],"We":[176],"sampled":[177],"6":[178,184],"sets":[179],"and":[182],"found":[183],"mislabeled":[185],"1458":[188],"pictures.":[189],"accuracy":[193],"rate":[194],"98.6%.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}