{"id":"https://openalex.org/W4405566646","doi":"https://doi.org/10.1145/3709008","title":"Predicting the Occurrence of Respiratory Diseases Based on Campus Indoor Air Quality","display_name":"Predicting the Occurrence of Respiratory Diseases Based on Campus Indoor Air Quality","publication_year":2024,"publication_date":"2024-12-19","ids":{"openalex":"https://openalex.org/W4405566646","doi":"https://doi.org/10.1145/3709008"},"language":"en","primary_location":{"id":"doi:10.1145/3709008","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3709008","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Intelligent Systems and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3709008","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079531294","display_name":"Pei-En Li","orcid":null},"institutions":[{"id":"https://openalex.org/I134161618","display_name":"National Taiwan Normal University","ror":"https://ror.org/059dkdx38","country_code":"TW","type":"education","lineage":["https://openalex.org/I134161618"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pei-En Li","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan Normal University, Taipei, Taiwan","Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan (R.O.C.)"],"raw_orcid":"https://orcid.org/0009-0004-2918-8219","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan Normal University, Taipei, Taiwan","institution_ids":["https://openalex.org/I134161618"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan (R.O.C.)","institution_ids":["https://openalex.org/I134161618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054984934","display_name":"Yao-Hua Ho","orcid":"https://orcid.org/0000-0002-7993-525X"},"institutions":[{"id":"https://openalex.org/I134161618","display_name":"National Taiwan Normal University","ror":"https://ror.org/059dkdx38","country_code":"TW","type":"education","lineage":["https://openalex.org/I134161618"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yao-Hua Ho","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan Normal University, Taipei, Taiwan","Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan (R.O.C.)"],"raw_orcid":"https://orcid.org/0000-0002-7993-525X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan Normal University, Taipei, Taiwan","institution_ids":["https://openalex.org/I134161618"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan (R.O.C.)","institution_ids":["https://openalex.org/I134161618"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3604,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58326304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"16","issue":"2","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11002","display_name":"Indoor Air Quality and Microbial Exposure","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/indoor-air-quality","display_name":"Indoor air quality","score":0.829325795173645},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.6886518597602844},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5864793658256531},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5704823136329651},{"id":"https://openalex.org/keywords/ventilation","display_name":"Ventilation (architecture)","score":0.5620802640914917},{"id":"https://openalex.org/keywords/humidity","display_name":"Humidity","score":0.4417021870613098},{"id":"https://openalex.org/keywords/humidifiers","display_name":"Humidifiers","score":0.4344373941421509},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43169930577278137},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.4118434190750122},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.3607199490070343},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.243668794631958},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15714216232299805},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1565951108932495}],"concepts":[{"id":"https://openalex.org/C65469","wikidata":"https://www.wikidata.org/wiki/Q905504","display_name":"Indoor air quality","level":2,"score":0.829325795173645},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.6886518597602844},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5864793658256531},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5704823136329651},{"id":"https://openalex.org/C200457457","wikidata":"https://www.wikidata.org/wiki/Q584049","display_name":"Ventilation (architecture)","level":2,"score":0.5620802640914917},{"id":"https://openalex.org/C151420433","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Humidity","level":2,"score":0.4417021870613098},{"id":"https://openalex.org/C2909409151","wikidata":"https://www.wikidata.org/wiki/Q1073283","display_name":"Humidifiers","level":2,"score":0.4344373941421509},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43169930577278137},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4118434190750122},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.3607199490070343},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.243668794631958},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15714216232299805},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1565951108932495},{"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:10.1145/3709008","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3709008","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Intelligent Systems and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3709008","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3709008","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Intelligent Systems and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8199999928474426,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G7706801679","display_name":null,"funder_award_id":"NSTC 113-2425-H-003-010, NSTC 112-2425-H-003-006, and MOST 110- 2221-E-003-001","funder_id":"https://openalex.org/F2461203286","funder_display_name":"National Science and Technology Council"}],"funders":[{"id":"https://openalex.org/F2461203286","display_name":"National Science and Technology Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1494052777","https://openalex.org/W1998725525","https://openalex.org/W2031725149","https://openalex.org/W2084818748","https://openalex.org/W2094324783","https://openalex.org/W2102031662","https://openalex.org/W2113342016","https://openalex.org/W2148143831","https://openalex.org/W2152742836","https://openalex.org/W2160961192","https://openalex.org/W2359720591","https://openalex.org/W2529940321","https://openalex.org/W2549139847","https://openalex.org/W2730157627","https://openalex.org/W2752782242","https://openalex.org/W2789995202","https://openalex.org/W2905715551","https://openalex.org/W2912023367","https://openalex.org/W2942115148","https://openalex.org/W2977623299","https://openalex.org/W2989651796","https://openalex.org/W2996980267","https://openalex.org/W3006309879","https://openalex.org/W3044129294","https://openalex.org/W3048844724","https://openalex.org/W3088939268","https://openalex.org/W3091331555","https://openalex.org/W3127482982","https://openalex.org/W3162842470","https://openalex.org/W3177150225","https://openalex.org/W3200400493","https://openalex.org/W3210478133","https://openalex.org/W4200588185","https://openalex.org/W4206121513","https://openalex.org/W4220794015","https://openalex.org/W4224997464","https://openalex.org/W4251998332","https://openalex.org/W4280583385","https://openalex.org/W4281680582","https://openalex.org/W4285820683","https://openalex.org/W4376106762","https://openalex.org/W4382399592","https://openalex.org/W4387578478","https://openalex.org/W4391134239","https://openalex.org/W4395461997","https://openalex.org/W4402564313"],"related_works":["https://openalex.org/W2019525501","https://openalex.org/W3024053770","https://openalex.org/W3122026924","https://openalex.org/W2022290169","https://openalex.org/W4245592139","https://openalex.org/W2606308228","https://openalex.org/W1607896590","https://openalex.org/W3003782515","https://openalex.org/W4389888445","https://openalex.org/W2810501863"],"abstract_inverted_index":{"Air":[0],"quality":[1,13],"is":[2],"known":[3],"to":[4,46,89,122,164,194,231],"be":[5],"strongly":[6],"correlated":[7],"with":[8,127,255,282,294],"respiratory":[9,70],"diseases.":[10],"Indoor":[11],"air":[12],"considerably":[14],"affects":[15],"human":[16],"health,":[17],"especially":[18],"in":[19,36,62,104,151,181],"spaces":[20],"such":[21,92],"as":[22,93],"classrooms,":[23],"where":[24,40],"students":[25],"gather":[26],"and":[27,95,119,136,149,174,228,251,298,302],"interact":[28],"for":[29,221],"long":[30],"periods.":[31],"Most":[32],"schools":[33],"are":[34,44],"located":[35],"relatively":[37],"old":[38],"buildings,":[39],"suitable":[41],"ventilation":[42,54,94],"systems":[43],"difficult":[45],"implement.":[47],"The":[48,160,259],"consequent":[49],"lack":[50],"of":[51,59,101,125,129,176,186,225,236,262,300],"a":[52,68,156,210,239,247,252,271],"standard":[53],"rate":[55],"increases":[56],"the":[57,99,123,171,187,200,223,234,244,279,283,287,291],"risk":[58,100,235],"cluster":[60,102,166,196,237],"infections":[61,103,167,197],"classrooms.":[63],"Accordingly,":[64],"this":[65],"article":[66],"proposes":[67],"classroom":[69],"disease":[71,226],"occurrence":[72,227],"prediction":[73],"method":[74],"based":[75],"on":[76,108],"indoor":[77,109],"air-quality":[78,161,189],"data":[79,162,173,190,205],"(CROP\u2013IAQ).":[80],"Early":[81],"warnings":[82],"provided":[83],"by":[84],"CROP\u2013IAQ":[85],"will":[86],"enable":[87],"authorities":[88,230],"implement":[90],"measures":[91],"isolation":[96],"that":[97,278],"reduce":[98],"school":[105],"campuses.":[106],"Data":[107],"temperature,":[110],"relative":[111],"humidity,":[112],"particulate":[113],"matter":[114],"(PM)":[115],"concentrations":[116,124],"(PM1.0,":[117],"PM2.5,":[118],"PM10,":[120],"referring":[121],"particles":[126],"diameters":[128],"\\(\\leq":[130,133,137],"1\\)":[131],",":[132,135],"2.5\\)":[134],"10\\)":[138],"micrometer,":[139],"respectively),":[140],"carbon":[141],"dioxide":[142],"concentration,":[143,148],"total":[144],"volatile":[145],"organic":[146],"compound":[147],"luminosity":[150],"classrooms":[152,232],"were":[153,168,207,219,265],"collected":[154,188],"using":[155,209],"MAPS":[157],"V6.0":[158],"airbox.":[159],"corresponding":[163],"potential":[165,195],"identified":[169],"from":[170],"aforementioned":[172],"records":[175],"student":[177],"epidemic":[178],"prevention":[179],"leaves":[180],"each":[182],"class.":[183],"Because":[184],"most":[185],"did":[191],"not":[192],"correspond":[193],"(that":[198],"is,":[199],"dataset":[201],"was":[202],"imbalanced),":[203],"synthetic":[204,211],"samples":[206],"generated":[208],"minority":[212],"oversampling":[213],"technique.":[214],"Four":[215],"neural":[216,241],"network":[217,242,249,254],"models":[218,264],"constructed":[220],"predicting":[222],"possibility":[224],"alerting":[229],"at":[233],"infections:":[238],"convolutional":[240],"model,":[243,246,250],"inception":[245,280],"residual":[248,253],"external":[256],"transformations":[257],"model.":[258],"predictive":[260],"capabilities":[261],"these":[263],"only":[266],"slightly":[267],"improved":[268],"after":[269],"implementing":[270],"squeeze-and-excitation":[272],"(SE)":[273],"module.":[274],"Experimental":[275],"results":[276,289],"indicated":[277],"model":[281],"SE":[284],"module":[285],"achieved":[286],"best":[288],"among":[290],"four":[292],"models,":[293],"an":[295],"F1":[296],"score":[297],"sensitivity":[299],"0.72":[301],"0.76,":[303],"respectively.":[304]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
