{"id":"https://openalex.org/W2744206687","doi":"https://doi.org/10.1145/3092090.3092136","title":"A Data Driven Method to Build Learning Models for Correlation Analysis of Regional Air Quality","display_name":"A Data Driven Method to Build Learning Models for Correlation Analysis of Regional Air Quality","publication_year":2017,"publication_date":"2017-07-17","ids":{"openalex":"https://openalex.org/W2744206687","doi":"https://doi.org/10.1145/3092090.3092136","mag":"2744206687"},"language":"en","primary_location":{"id":"doi:10.1145/3092090.3092136","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3092090.3092136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Multidisciplinary International Social Networks Conference","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/A5008093202","display_name":"Chung-Hong Lee","orcid":"https://orcid.org/0000-0003-4178-5388"},"institutions":[{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chung-Hong Lee","raw_affiliation_strings":["Department of Electrical Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung City, Taiwan (R.O.C.)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung City, Taiwan (R.O.C.)","institution_ids":["https://openalex.org/I89178830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024590926","display_name":"Chiao-Hsun Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chiao-Hsun Hsu","raw_affiliation_strings":["Department of Electrical Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung City, Taiwan (R.O.C.)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung City, Taiwan (R.O.C.)","institution_ids":["https://openalex.org/I89178830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102271870","display_name":"Chung-Han Tsai","orcid":null},"institutions":[{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chung-Han Tsai","raw_affiliation_strings":["Department of Electrical Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung City, Taiwan (R.O.C.)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung City, Taiwan (R.O.C.)","institution_ids":["https://openalex.org/I89178830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I89178830"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9998000264167786,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9995999932289124,"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/T11692","display_name":"Noise Effects and Management","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7572616338729858},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.7120552659034729},{"id":"https://openalex.org/keywords/damages","display_name":"Damages","score":0.6310582160949707},{"id":"https://openalex.org/keywords/humidity","display_name":"Humidity","score":0.5557610988616943},{"id":"https://openalex.org/keywords/human-health","display_name":"Human health","score":0.5267621278762817},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.5148788690567017},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.49345698952674866},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4890773892402649},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4866867661476135},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.47754156589508057},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.46287277340888977},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.4567505121231079},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.42866426706314087},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.4125405550003052},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.342486709356308},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30717718601226807},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.22855663299560547},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.17492526769638062},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16753032803535461},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16029173135757446},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1602039337158203},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.11156952381134033}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7572616338729858},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7120552659034729},{"id":"https://openalex.org/C2777381055","wikidata":"https://www.wikidata.org/wiki/Q308922","display_name":"Damages","level":2,"score":0.6310582160949707},{"id":"https://openalex.org/C151420433","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Humidity","level":2,"score":0.5557610988616943},{"id":"https://openalex.org/C2987857752","wikidata":"https://www.wikidata.org/wiki/Q12147","display_name":"Human health","level":2,"score":0.5267621278762817},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.5148788690567017},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.49345698952674866},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4890773892402649},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4866867661476135},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.47754156589508057},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.46287277340888977},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.4567505121231079},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.42866426706314087},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.4125405550003052},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.342486709356308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30717718601226807},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.22855663299560547},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.17492526769638062},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16753032803535461},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16029173135757446},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1602039337158203},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.11156952381134033},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3092090.3092136","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3092090.3092136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Multidisciplinary International Social Networks Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.4399999976158142,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1587559447","https://openalex.org/W1663792126","https://openalex.org/W1698155719","https://openalex.org/W1808678438","https://openalex.org/W1965387421","https://openalex.org/W1979642241","https://openalex.org/W1996385075","https://openalex.org/W2006036148","https://openalex.org/W2008056655","https://openalex.org/W2009598717","https://openalex.org/W2010953549","https://openalex.org/W2035597753","https://openalex.org/W2043895506","https://openalex.org/W2061634726","https://openalex.org/W2066636673","https://openalex.org/W2090593940","https://openalex.org/W2102836090","https://openalex.org/W2112676449","https://openalex.org/W2117087906","https://openalex.org/W2135998216","https://openalex.org/W2145214662","https://openalex.org/W2149298154","https://openalex.org/W2150039188","https://openalex.org/W2166604768","https://openalex.org/W2168308413","https://openalex.org/W2335637623","https://openalex.org/W2416262024","https://openalex.org/W2562568953","https://openalex.org/W4298347049"],"related_works":["https://openalex.org/W4205240985","https://openalex.org/W2314597598","https://openalex.org/W1527183021","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W1598471830","https://openalex.org/W3107369729","https://openalex.org/W142516085"],"abstract_inverted_index":{"With":[0],"the":[1,17,26,46,50,57,64,68,89,105,108,119,124,130,144],"consciousness":[2],"of":[3,20,32,37,39,107,129,150],"environmental":[4],"protection":[5],"is":[6,25],"going":[7],"to":[8,44,75,93,141],"rising":[9],"up":[10],"globally,":[11],"every":[12],"government":[13],"have":[14],"seriously":[15],"concerned":[16],"related":[18,92],"issues":[19],"PM2.5.":[21],"In":[22,101],"essence,":[23],"PM2.5":[24],"microscopic":[27],"contaminated":[28,69],"particles.":[29],"The":[30],"sizes":[31],"particles":[33,70],"are":[34],"just":[35],"one":[36],"twenty-eighth":[38],"human's":[40],"hair,":[41],"in":[42,79,110,113,123],"addition":[43],"penetrating":[45],"respiration":[47],"system,":[48],"carrying":[49],"heavy":[51],"mental,":[52],"dioxin":[53],"and":[54,98,135],"bacteria,":[55],"through":[56],"blood":[58],"circulation":[59],"could":[60],"intrude":[61],"easily":[62],"into":[63],"human":[65,76],"alveoli.":[66],"Furthermore,":[67],"may":[71,87],"cause":[72],"great":[73],"damages":[74],"health.":[77],"Thus,":[78],"this":[80],"work":[81],"we":[82,103,126],"investigate":[83],"some":[84],"factors":[85,109],"which":[86],"influence":[88],"air":[90,152],"quality":[91],"PM2.5,":[94],"including":[95],"temperature,":[96],"humidity,":[97],"wind":[99],"speed.":[100],"particular,":[102],"collected":[104,145],"data":[106,121,146],"several":[111],"cities":[112],"Taiwan":[114],"for":[115,147],"experimentation.":[116],"After":[117],"removing":[118],"outlier":[120],"samples":[122],"database,":[125],"make":[127],"use":[128],"Support":[131,136],"Vector":[132,137],"Machines":[133],"(SVM)":[134],"Regression":[138],"(SVR)":[139],"techniques":[140],"experiment":[142],"with":[143],"correlation":[148],"analysis":[149],"regional":[151],"quality.":[153]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
