{"id":"https://openalex.org/W4200514732","doi":"https://doi.org/10.25299/itjrd.2022.7424","title":"Multiple Linear Regression and Deep Learning in Body Temperature Detection and Mask Detection","display_name":"Multiple Linear Regression and Deep Learning in Body Temperature Detection and Mask Detection","publication_year":2021,"publication_date":"2021-12-22","ids":{"openalex":"https://openalex.org/W4200514732","doi":"https://doi.org/10.25299/itjrd.2022.7424"},"language":"en","primary_location":{"id":"doi:10.25299/itjrd.2022.7424","doi":"https://doi.org/10.25299/itjrd.2022.7424","is_oa":true,"landing_page_url":"https://doi.org/10.25299/itjrd.2022.7424","pdf_url":"https://journal.uir.ac.id/index.php/ITJRD/article/download/7424/3797","source":{"id":"https://openalex.org/S4210199989","display_name":"IT JOURNAL RESEARCH AND DEVELOPMENT","issn_l":"2528-4053","issn":["2528-4053","2528-4061"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310320651","host_organization_name":"UIR Press","host_organization_lineage":["https://openalex.org/P4310320651"],"host_organization_lineage_names":["UIR Press"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IT Journal Research and Development","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.uir.ac.id/index.php/ITJRD/article/download/7424/3797","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102751812","display_name":"Faisal Abdullah","orcid":"https://orcid.org/0009-0000-9812-3743","observed_orcids":["https://orcid.org/0009-0000-9812-3743"]},"institutions":[{"id":"https://openalex.org/I4405274225","display_name":"Universitas Logistik dan Bisnis Internasional","ror":"https://ror.org/01aabhj03","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405274225"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Faisal Najib Abdullah","raw_affiliation_strings":["Informatics Engineering, Polytechnic Pos Indonesia, Bandung, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics Engineering, Polytechnic Pos Indonesia, Bandung, Indonesia","institution_ids":["https://openalex.org/I4405274225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069442176","display_name":"Mohamad Nurkamal Fauzan","orcid":"https://orcid.org/0000-0002-4516-897X","observed_orcids":["https://orcid.org/0000-0002-4516-897X"]},"institutions":[{"id":"https://openalex.org/I4405274225","display_name":"Universitas Logistik dan Bisnis Internasional","ror":"https://ror.org/01aabhj03","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405274225"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Mohamad Nurkamal Fauzan","raw_affiliation_strings":["Politeknik Pos Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politeknik Pos Indonesia","institution_ids":["https://openalex.org/I4405274225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042775149","display_name":"Noviana Riza","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405274225","display_name":"Universitas Logistik dan Bisnis Internasional","ror":"https://ror.org/01aabhj03","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405274225"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Noviana Riza","raw_affiliation_strings":["Informatics Engineering, Polytechnic Pos Indonesia, Bandung, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics Engineering, Polytechnic Pos Indonesia, Bandung, Indonesia","institution_ids":["https://openalex.org/I4405274225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405274225"],"apc_list":null,"apc_paid":null,"fwci":0.3254,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.48201744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"109","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.421099990606308,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.421099990606308,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11448","display_name":"Face recognition and analysis","score":0.2125999927520752,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0731000006198883,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/body-temperature-measurement","display_name":"body temperature measurement","score":0.9860000014305115},{"id":"https://openalex.org/keywords/face-mask-detection","display_name":"face mask detection","score":0.8629999756813049},{"id":"https://openalex.org/keywords/infrared-thermography","display_name":"infrared thermography","score":0.6309999823570251},{"id":"https://openalex.org/keywords/raspberry-pi","display_name":"Raspberry Pi","score":0.7590000033378601},{"id":"https://openalex.org/keywords/multiple-linear-regression","display_name":"multiple linear regression","score":0.7609999775886536},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.7760000228881836},{"id":"https://openalex.org/keywords/ultrasonic-distance-measurement","display_name":"ultrasonic ranging","score":0.6000000238418579},{"id":"https://openalex.org/keywords/public-health-protocols","display_name":"public health protocols","score":0.531000018119812},{"id":"https://openalex.org/keywords/web-based-monitoring","display_name":"web-based monitoring","score":0.3889999985694885}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6052705645561218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.589144229888916},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5766658186912537},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5476781129837036},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4403002858161926},{"id":"https://openalex.org/C2985745059","wikidata":"https://www.wikidata.org/wiki/Q245","display_name":"Raspberry pi","level":3,"score":0.4162621796131134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36298179626464844},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34413599967956543},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17221114039421082},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.12401601672172546}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25299/itjrd.2022.7424","doi":"https://doi.org/10.25299/itjrd.2022.7424","is_oa":true,"landing_page_url":"https://doi.org/10.25299/itjrd.2022.7424","pdf_url":"https://journal.uir.ac.id/index.php/ITJRD/article/download/7424/3797","source":{"id":"https://openalex.org/S4210199989","display_name":"IT JOURNAL RESEARCH AND DEVELOPMENT","issn_l":"2528-4053","issn":["2528-4053","2528-4061"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310320651","host_organization_name":"UIR Press","host_organization_lineage":["https://openalex.org/P4310320651"],"host_organization_lineage_names":["UIR Press"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IT Journal Research and Development","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.25299/itjrd.2022.7424","doi":"https://doi.org/10.25299/itjrd.2022.7424","is_oa":true,"landing_page_url":"https://doi.org/10.25299/itjrd.2022.7424","pdf_url":"https://journal.uir.ac.id/index.php/ITJRD/article/download/7424/3797","source":{"id":"https://openalex.org/S4210199989","display_name":"IT JOURNAL RESEARCH AND DEVELOPMENT","issn_l":"2528-4053","issn":["2528-4053","2528-4061"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310320651","host_organization_name":"UIR Press","host_organization_lineage":["https://openalex.org/P4310320651"],"host_organization_lineage_names":["UIR Press"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IT Journal Research and Development","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200514732.pdf","grobid_xml":"https://content.openalex.org/works/W4200514732.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2909071385","https://openalex.org/W3016950572","https://openalex.org/W3030790048","https://openalex.org/W3036307258","https://openalex.org/W3084282128","https://openalex.org/W3084342640","https://openalex.org/W3088020307","https://openalex.org/W3104951425","https://openalex.org/W3114847452","https://openalex.org/W3114977466","https://openalex.org/W3120190276","https://openalex.org/W3129249380","https://openalex.org/W3131211814","https://openalex.org/W3149191350","https://openalex.org/W3157196760","https://openalex.org/W3161494377","https://openalex.org/W3175181340","https://openalex.org/W3180548295","https://openalex.org/W6787558600"],"related_works":["https://openalex.org/W4313524993","https://openalex.org/W3103574947","https://openalex.org/W4312617717","https://openalex.org/W7171294039","https://openalex.org/W4288754682","https://openalex.org/W4362612847","https://openalex.org/W4205598781","https://openalex.org/W4289539124","https://openalex.org/W4323306703","https://openalex.org/W3216421704"],"abstract_inverted_index":{"In":[0],"this":[1,93,228],"new":[2],"normal":[3,193],"era,":[4],"many":[5],"activities":[6],"began":[7],"to":[8,40,59,96,133,168,217,240],"operate":[9],"again,":[10],"such":[11],"as":[12,28,64],"offices,":[13],"malls,":[14],"etc.":[15],"This":[16,47,69],"creates":[17],"a":[18,50,120,189,210,236],"potential":[19],"mass":[20],"crowd.":[21],"The":[22,90,106,124,139,173,213],"public":[23],"must":[24],"follow":[25],"health":[26,62],"protocols":[27,63],"recommended":[29,65],"by":[30,66],"the":[31,38,42,45,67,102,111,116,129,135,143,146,150,155,177,183,192,218,223],"government,":[32],"including":[33],"wearing":[34,119,261],"masks":[35,251,262],"and":[36,56,86,100,149,154,158,191,198,208,220,257],"checking":[37],"temperature":[39,99,144,194,234],"anticipate":[41],"spread":[43],"of":[44,92,104,137,145,176,238,246,255,266],"coronavirus.":[46],"study":[48],"tested":[49],"tool":[51,70,94,229],"that":[52,227],"included":[53],"image":[54],"processing":[55],"artificial":[57],"intelligence":[58],"help":[60],"implement":[61],"government.":[68],"connects":[71],"Raspberry":[72],"PI,":[73],"Thermal":[74],"Camera":[75],"(amg8833),":[76],"Pi":[77],"Camera,":[78],"an":[79,244,253,264],"ultrasonic":[80],"sensor":[81],"with":[82,243,252,263],"Multiple":[83],"Linear":[84],"Regression":[85],"Deep":[87,130],"Learning":[88,131],"algorithms.":[89],"purpose":[91],"is":[95,118,126,201,215],"detect":[97,101,134],"body":[98,148,233],"use":[103,136],"masks.":[105,138],"system":[107,125,140,178],"will":[108,141,179,195,205],"check":[109,142],"on":[110,182],"pi":[112],"camera":[113],"frame":[114],"whether":[115],"person":[117],"mask":[121,190],"or":[122],"not.":[123],"trained":[127],"using":[128,188,250],"method":[132],"human":[147],"distance":[151,159,237],"between":[152],"humans":[153],"tool.":[156],"Temperature":[157],"data":[160,214],"are":[161],"entered":[162],"in":[163,231],"multiple":[164],"linear":[165],"regression":[166],"formulas":[167],"get":[169],"more":[170],"accurate":[171],"results.":[172],"processed":[174],"results":[175],"be":[180,196,206],"displayed":[181,221],"monitor":[184],"screen":[185],"if":[186,199],"detected":[187,203],"green":[197],"it":[200,204],"not":[202,260],"red":[207],"give":[209],"warning":[211],"sound.":[212],"sent":[216],"server":[219],"via":[222],"web.":[224],"We":[225],"found":[226],"succeeded":[230],"detecting":[232,248,258],"within":[235],"1":[239],"3":[241],"meters":[242],"accuracy":[245,254,265],"99.49%,":[247],"people":[249,259],"94.71%,":[256],"97.7%.":[267]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2021-12-31T00:00:00"}
