{"id":"https://openalex.org/W4406356169","doi":"https://doi.org/10.1109/ictc62082.2024.10826814","title":"A Machine Learning-Based Virtual Sensor System for Temperature Prediction in Forest Environments","display_name":"A Machine Learning-Based Virtual Sensor System for Temperature Prediction in Forest Environments","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4406356169","doi":"https://doi.org/10.1109/ictc62082.2024.10826814"},"language":"en","primary_location":{"id":"doi:10.1109/ictc62082.2024.10826814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5020994965","display_name":"Minyoung Yoon","orcid":"https://orcid.org/0000-0001-7436-6273"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Minyoung Yoon","raw_affiliation_strings":["Korea Electronics Technology Institute,dept. Autonomous Intelligent System,Gyeonggi-do,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea Electronics Technology Institute,dept. Autonomous Intelligent System,Gyeonggi-do,Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065138268","display_name":"Hyoseon Kye","orcid":"https://orcid.org/0000-0001-7808-0387"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyoseon Kye","raw_affiliation_strings":["Korea Electronics Technology Institute,dept. Autonomous Intelligent System,Gyeonggi-do,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea Electronics Technology Institute,dept. Autonomous Intelligent System,Gyeonggi-do,Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034390433","display_name":"Jeehyeong Kim","orcid":"https://orcid.org/0000-0002-1650-0902"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeehyeong Kim","raw_affiliation_strings":["Korea Electronics Technology Institute,dept. Autonomous Intelligent System,Gyeonggi-do,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea Electronics Technology Institute,dept. Autonomous Intelligent System,Gyeonggi-do,Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020994965"],"corresponding_institution_ids":["https://openalex.org/I4210131650"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23535298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1654","last_page":"1655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7768999934196472,"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/T10320","display_name":"Neural Networks and Applications","score":0.7768999934196472,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.6960999965667725,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.6654000282287598,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6737736463546753},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.45141199231147766},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.387765496969223},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34183287620544434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6737736463546753},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.45141199231147766},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.387765496969223},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34183287620544434}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc62082.2024.10826814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2979561210","https://openalex.org/W4243100843","https://openalex.org/W6804910252"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4394984040","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694"],"abstract_inverted_index":{"Internet":[0],"of":[1,10,14,22,87],"Things":[2],"(IoT)":[3],"sensors":[4],"are":[5],"difficult":[6],"to":[7,78],"maintain":[8],"because":[9],"the":[11,85,88],"frequent":[12],"replacement":[13],"components":[15],"and":[16,25,65,83],"batteries,":[17],"which":[18],"requires":[19],"a":[20,34],"lot":[21],"maintenance":[23],"costs":[24],"manpower.":[26],"To":[27],"address":[28],"these":[29],"challenges,":[30],"this":[31],"study":[32],"proposes":[33],"virtual":[35,89],"sensor":[36,47,90],"system":[37,53],"that":[38],"predicts":[39],"temperature":[40],"in":[41,67],"forest":[42],"environments":[43],"by":[44,57],"combining":[45],"IoT":[46],"data":[48],"with":[49],"meteorological":[50],"data.":[51],"The":[52],"optimizes":[54],"prediction":[55],"performance":[56],"applying":[58],"various":[59],"regression":[60],"models,":[61],"ensuring":[62],"high":[63],"accuracy":[64],"reliability":[66],"real-time":[68],"environmental":[69,81],"monitoring.":[70],"Future":[71],"research":[72],"will":[73],"focus":[74],"on":[75],"developing":[76],"models":[77],"predict":[79],"additional":[80],"variables":[82],"explore":[84],"scalability":[86],"system.":[91]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
