{"id":"https://openalex.org/W4391697835","doi":"https://doi.org/10.1109/icsai61474.2023.10423347","title":"Factuality Analysis of SNS Posts Containing Diverse Symptom Expressions for Public Health Surveillance","display_name":"Factuality Analysis of SNS Posts Containing Diverse Symptom Expressions for Public Health Surveillance","publication_year":2023,"publication_date":"2023-12-16","ids":{"openalex":"https://openalex.org/W4391697835","doi":"https://doi.org/10.1109/icsai61474.2023.10423347"},"language":"en","primary_location":{"id":"doi:10.1109/icsai61474.2023.10423347","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icsai61474.2023.10423347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 9th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5109681897","display_name":"Tatsuki Ando","orcid":null},"institutions":[{"id":"https://openalex.org/I201933988","display_name":"Kagawa University","ror":"https://ror.org/04j7mzp05","country_code":"JP","type":"education","lineage":["https://openalex.org/I201933988"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tatsuki Ando","raw_affiliation_strings":["Kagawa Univercity,Graduate School of Science for Creative Emergence,Kagawa,Japan","Graduate School of Science for Creative Emergence, Kagawa Univercity, Kagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kagawa Univercity,Graduate School of Science for Creative Emergence,Kagawa,Japan","institution_ids":["https://openalex.org/I201933988"]},{"raw_affiliation_string":"Graduate School of Science for Creative Emergence, Kagawa Univercity, Kagawa, Japan","institution_ids":["https://openalex.org/I201933988"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101053601","display_name":"Kazuaki Ando","orcid":null},"institutions":[{"id":"https://openalex.org/I201933988","display_name":"Kagawa University","ror":"https://ror.org/04j7mzp05","country_code":"JP","type":"education","lineage":["https://openalex.org/I201933988"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuaki Ando","raw_affiliation_strings":["Kagawa Univercity,Faculty of Engineering and Design,Kagawa,Japan","Faculty of Engineering and Design, Kagawa Univercity, Kagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kagawa Univercity,Faculty of Engineering and Design,Kagawa,Japan","institution_ids":[]},{"raw_affiliation_string":"Faculty of Engineering and Design, Kagawa Univercity, Kagawa, Japan","institution_ids":["https://openalex.org/I201933988"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I201933988"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51397698,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13751","display_name":"Diverse Approaches in Healthcare and Education Studies","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T13751","display_name":"Diverse Approaches in Healthcare and Education Studies","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14484","display_name":"Technology and Data Analysis","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.5246636867523193},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.5020778179168701},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19754499197006226}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5246636867523193},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.5020778179168701},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19754499197006226},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsai61474.2023.10423347","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icsai61474.2023.10423347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 9th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5600000023841858,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1517426226","https://openalex.org/W2251572193","https://openalex.org/W2317346090","https://openalex.org/W2602279592","https://openalex.org/W2773200982","https://openalex.org/W3046375318","https://openalex.org/W3162632106","https://openalex.org/W4362682003","https://openalex.org/W6732282879","https://openalex.org/W6751809857","https://openalex.org/W6762483495"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"We":[0,157],"are":[1,51],"developing":[2],"a":[3,40,63,116],"system":[4,37],"that":[5,44,67,159],"observes":[6],"and":[7,14,20,25,62,94,154],"analyzes":[8],"the":[9,15,55,58,69,125,131,136,139,160,164,171],"prevalence":[10],"of":[11,17,31,39,57,71,73,100,119,133,138,143,170],"infectious":[12],"diseases":[13,81],"onset":[16,56],"various":[18],"symptoms,":[19,61],"visualizes":[21],"them":[22],"by":[23,122],"prefecture":[24],"in":[26,107,115],"chronological":[27],"order,":[28],"as":[29],"one":[30],"public":[32],"health":[33],"surveillance.":[34],"The":[35],"proposed":[36],"consists":[38],"factuality":[41,98],"analysis":[42,99],"module":[43,66],"determines":[45],"whether":[46],"SNS":[47,101],"posts":[48,78,102],"containing":[49,103],"symptoms":[50,149],"intended":[52],"to":[53,80,128],"represent":[54],"poster\u2019s":[59],"own":[60],"location":[64],"estimation":[65],"estimates":[68],"place":[70],"residence":[72],"users":[74],"who":[75],"have":[76],"made":[77],"related":[79],"or":[82],"symptoms.":[83,174],"In":[84],"this":[85],"paper,":[86],"we":[87],"propose":[88],"SVM,":[89],"logistic":[90],"regression,":[91],"multilayer":[92],"perceptron,":[93],"PubMedBERT":[95,161],"models":[96],"for":[97,146,168],"86":[104],"symptom":[105],"expressions":[106,120],"11":[108,147,172],"standard":[109],"disease":[110,148,173],"names":[111],"(disease":[112],"symptoms)":[113],"defined":[114],"dictionary":[117],"consisting":[118],"used":[121],"patients.":[123],"From":[124],"experimental":[126],"results":[127],"compare":[129],"with":[130],"performance":[132,167],"each":[134,144],"model,":[135],"average":[137],"best":[140,165],"F1":[141],"scores":[142],"model":[145,162],"were":[150],"0.667,":[151],"0.663,":[152],"0.681,":[153],"0.721,":[155],"respectively.":[156],"confirmed":[158],"has":[163],"classification":[166],"9":[169]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
