{"id":"https://openalex.org/W3117620850","doi":"https://doi.org/10.1109/ictc49870.2020.9289351","title":"Deep learning-based method for detecting anomalies of operating equipment dynamically in livestock farms","display_name":"Deep learning-based method for detecting anomalies of operating equipment dynamically in livestock farms","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3117620850","doi":"https://doi.org/10.1109/ictc49870.2020.9289351","mag":"3117620850"},"language":"en","primary_location":{"id":"doi:10.1109/ictc49870.2020.9289351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc49870.2020.9289351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 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/A5103118069","display_name":"Hyeon Park","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyeon Park","raw_affiliation_strings":["ETRI,SDF Convergence Research Department,Daejeon,South Korea","ETRI, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"ETRI,SDF Convergence Research Department,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"ETRI, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030380564","display_name":"Dae\u2010Heon Park","orcid":"https://orcid.org/0000-0003-1253-6577"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dae-Heon Park","raw_affiliation_strings":["ETRI,SDF Convergence Research Department,Daejeon,South Korea","ETRI, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"ETRI,SDF Convergence Research Department,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"ETRI, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070041199","display_name":"Se-Han Kim","orcid":"https://orcid.org/0000-0002-2565-7186"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Se-Han Kim","raw_affiliation_strings":["ETRI,SDF Convergence Research Department,Daejeon,South Korea","ETRI, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"ETRI,SDF Convergence Research Department,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"ETRI, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103118069"],"corresponding_institution_ids":["https://openalex.org/I142401562"],"apc_list":null,"apc_paid":null,"fwci":0.3674,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64237043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1182","last_page":"1185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9348000288009644,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9348000288009644,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9312999844551086,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/livestock","display_name":"Livestock","score":0.8288952708244324},{"id":"https://openalex.org/keywords/barn","display_name":"Barn","score":0.7174192070960999},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.6630210876464844},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4615955054759979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45365583896636963},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.33671754598617554},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2630231976509094},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.1075671911239624}],"concepts":[{"id":"https://openalex.org/C112964050","wikidata":"https://www.wikidata.org/wiki/Q103459","display_name":"Livestock","level":2,"score":0.8288952708244324},{"id":"https://openalex.org/C2780883654","wikidata":"https://www.wikidata.org/wiki/Q1303167","display_name":"Barn","level":2,"score":0.7174192070960999},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.6630210876464844},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4615955054759979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45365583896636963},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.33671754598617554},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2630231976509094},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.1075671911239624},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc49870.2020.9289351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc49870.2020.9289351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2584728594","https://openalex.org/W2585621008","https://openalex.org/W2752395418","https://openalex.org/W3037162901"],"related_works":["https://openalex.org/W2414030443","https://openalex.org/W2093676490","https://openalex.org/W2015873261","https://openalex.org/W1524277361","https://openalex.org/W1984168527","https://openalex.org/W1198667893","https://openalex.org/W1573929026","https://openalex.org/W3040800364","https://openalex.org/W3161138524","https://openalex.org/W2193329468"],"abstract_inverted_index":{"The":[0],"scale":[1],"of":[2,11,88,90,122,135,142,162,210,215,222],"livestock":[3,12,25,38,216],"farms":[4,27,217],"has":[5],"grown":[6],"significantly":[7],"and":[8,58,68,73,76,120,124,146,187,220],"the":[9,35,46,78,86,133,157,165,177,184,188,194,200,208],"amount":[10],"being":[13],"reared":[14],"is":[15,28,48,130,168,180,204,224],"also":[16],"increasing":[17,55],"recently.":[18],"As":[19],"a":[20,32,64,111,151,181],"result,":[21],"interest":[22],"in":[23,42,45,99,117,150,212],"automated":[24],"smart":[26,33],"huge.":[29],"To":[30,61],"realize":[31],"farm,":[34],"environment":[36,91,134],"for":[37,51],"(limited":[39],"to":[40,83,113,125,132,159,206],"pigs":[41,211],"this":[43,107],"paper)":[44],"barn":[47],"properly":[49],"maintained":[50],"growth":[52],"conditions,":[53],"thereby":[54],"its":[56,101],"productivity":[57,209],"animal":[59],"welfare.":[60],"maintain":[62],"such":[63,118],"suitable":[65],"environment,":[66],"many":[67],"various":[69,119,213,219],"equipment":[70,92,104,123,143,223],"are":[71,93,97,154],"built":[72,169],"operated":[74],"inside":[75],"outside":[77],"pig":[79,137,152],"house.":[80,138],"However,":[81],"due":[82],"poor":[84],"environments,":[85],"failures":[87],"lots":[89,121,141,221],"high.":[94],"Furthermore,":[95],"there":[96,179],"difficulties":[98],"detecting":[100],"malfunctions":[102,161],"during":[103],"operation.":[105],"In":[106],"paper,":[108],"we":[109],"provide":[110],"mechanism":[112],"simultaneously":[114],"detect":[115,127],"anomalies":[116],"quickly":[126],"them,":[128],"which":[129,191],"adaptable":[131],"each":[136,163],"Data":[139],"from":[140],"(environment":[144],"sensors":[145],"controllers,":[147],"etc.)":[148],"installed":[149],"house":[153],"collected.":[155],"Through":[156],"data":[158],"predict":[160],"equipment,":[164],"learning":[166],"model":[167],"using":[170],"RNN.":[171],"When":[172],"something":[173],"goes":[174],"wrong":[175],"with":[176],"sensor,":[178],"difference":[182],"between":[183],"predicted":[185],"value":[186],"measured":[189],"value,":[190],"shows":[192],"that":[193],"models":[195],"can":[196],"work":[197],"well":[198],"at":[199],"same":[201],"time.":[202],"It":[203],"possible":[205],"increase":[207],"types":[214],"where":[218],"built.":[225]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}