{"id":"https://openalex.org/W4360605072","doi":"https://doi.org/10.1109/icaiic57133.2023.10066981","title":"Predicting Human Activity with LSTM Face Detection on Server Surveillance System","display_name":"Predicting Human Activity with LSTM Face Detection on Server Surveillance System","publication_year":2023,"publication_date":"2023-02-20","ids":{"openalex":"https://openalex.org/W4360605072","doi":"https://doi.org/10.1109/icaiic57133.2023.10066981"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic57133.2023.10066981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic57133.2023.10066981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5001849318","display_name":"Alexander Nurenie","orcid":null},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Alexander Nurenie","raw_affiliation_strings":["BINUS Graduate Program – Doctor of Computer Science Bina Nusantara University,Computer Science Department,Indonesia"],"affiliations":[{"raw_affiliation_string":"BINUS Graduate Program – Doctor of Computer Science Bina Nusantara University,Computer Science Department,Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014207051","display_name":"Yaya Heryadi","orcid":"https://orcid.org/0000-0001-7966-2573"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yaya Heryadi","raw_affiliation_strings":["BINUS Graduate Program – Doctor of Computer Science Bina Nusantara University,Computer Science Department,Indonesia"],"affiliations":[{"raw_affiliation_string":"BINUS Graduate Program – Doctor of Computer Science Bina Nusantara University,Computer Science Department,Indonesia","institution_ids":["https://openalex.org/I166073570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005599591","display_name":"Lukas Lukas","orcid":"https://orcid.org/0000-0001-6546-6555"},"institutions":[{"id":"https://openalex.org/I161010349","display_name":"Atma Jaya Catholic University of Indonesia","ror":"https://ror.org/02hd2zk59","country_code":"ID","type":"education","lineage":["https://openalex.org/I161010349"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Lukas","raw_affiliation_strings":["Universitas Katolik Indonesia Atma Jaya,Cognitive Engineering Research Group (CERG),Indonesia","Cognitive Engineering Research Group (CERG), Universitas Katolik Indonesia Atma Jaya, Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Katolik Indonesia Atma Jaya,Cognitive Engineering Research Group (CERG),Indonesia","institution_ids":["https://openalex.org/I161010349"]},{"raw_affiliation_string":"Cognitive Engineering Research Group (CERG), Universitas Katolik Indonesia Atma Jaya, Indonesia","institution_ids":["https://openalex.org/I161010349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024458121","display_name":"Wayan Suparta","orcid":"https://orcid.org/0000-0002-6193-1867"},"institutions":[{"id":"https://openalex.org/I4400600909","display_name":"Institut Teknologi Nasional Yogyakarta","ror":"https://ror.org/01yw67305","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600909"]},{"id":"https://openalex.org/I4210147600","display_name":"Universitas Teknologi Yogyakarta","ror":"https://ror.org/04jbp8w50","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210147600"]},{"id":"https://openalex.org/I4210112511","display_name":"National Institute of Technology","ror":"https://ror.org/01w3rm550","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210112511"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Wayan Suparta","raw_affiliation_strings":["Institut Teknologi Nasional Yogyakarta,Faculty of Industrial Technology,Department of Electrical Engineering,Indonesia","Department of Electrical Engineering, Faculty of Industrial Technology, Institut Teknologi Nasional Yogyakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Institut Teknologi Nasional Yogyakarta,Faculty of Industrial Technology,Department of Electrical Engineering,Indonesia","institution_ids":["https://openalex.org/I4210147600","https://openalex.org/I4210112511","https://openalex.org/I4400600909"]},{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Industrial Technology, Institut Teknologi Nasional Yogyakarta, Indonesia","institution_ids":["https://openalex.org/I4210147600","https://openalex.org/I4400600909","https://openalex.org/I4210112511"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112355027","display_name":"Yulyani Arifin","orcid":"https://orcid.org/0000-0002-4601-7313"},"institutions":[{"id":"https://openalex.org/I166073570","display_name":"Binus University","ror":"https://ror.org/03zmf4s77","country_code":"ID","type":"education","lineage":["https://openalex.org/I166073570"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yulyani Arifin","raw_affiliation_strings":["BINUS Graduate Program – Doctor of Computer Science Bina Nusantara University,Computer Science Department,Indonesia"],"affiliations":[{"raw_affiliation_string":"BINUS Graduate Program – Doctor of Computer Science Bina Nusantara University,Computer Science Department,Indonesia","institution_ids":["https://openalex.org/I166073570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001849318"],"corresponding_institution_ids":["https://openalex.org/I166073570"],"apc_list":null,"apc_paid":null,"fwci":0.369,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57296237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"078","last_page":"085"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9704999923706055,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9704999923706055,"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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9610999822616577,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7847317457199097},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6964555382728577},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.6374238729476929},{"id":"https://openalex.org/keywords/license","display_name":"License","score":0.6333247423171997},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5237048864364624},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5187661647796631},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5054664611816406},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4669889807701111},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4458504319190979},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43225809931755066},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4173429012298584},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33757707476615906},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2627943456172943},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20610147714614868}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7847317457199097},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6964555382728577},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.6374238729476929},{"id":"https://openalex.org/C2780560020","wikidata":"https://www.wikidata.org/wiki/Q79719","display_name":"License","level":2,"score":0.6333247423171997},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5237048864364624},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5187661647796631},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5054664611816406},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4669889807701111},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4458504319190979},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43225809931755066},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4173429012298584},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33757707476615906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2627943456172943},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20610147714614868},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic57133.2023.10066981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic57133.2023.10066981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2982665332","https://openalex.org/W2999905789","https://openalex.org/W3014988774","https://openalex.org/W3017209816","https://openalex.org/W3017229010","https://openalex.org/W3034361290","https://openalex.org/W3112697087","https://openalex.org/W3115610572","https://openalex.org/W3126815129","https://openalex.org/W3137077081","https://openalex.org/W3153454949","https://openalex.org/W3157111823","https://openalex.org/W3158579732","https://openalex.org/W3179759233","https://openalex.org/W3180664244","https://openalex.org/W3196189517","https://openalex.org/W3197959266","https://openalex.org/W4213071512","https://openalex.org/W4225608741","https://openalex.org/W4297690332","https://openalex.org/W6791990020"],"related_works":["https://openalex.org/W2607108626","https://openalex.org/W2532573070","https://openalex.org/W2003685048","https://openalex.org/W1560697087","https://openalex.org/W269042006","https://openalex.org/W1589930024","https://openalex.org/W1989039360","https://openalex.org/W2101773345","https://openalex.org/W2545171730","https://openalex.org/W2146295394"],"abstract_inverted_index":{"Surveillance":[0,48],"server":[1,272],"technology":[2],"was":[3,178],"growth":[4],"with":[5,17,109,187,196,209,267,269,277],"new":[6,10,75],"technology,":[7],"effective,":[8],"extra":[9],"features,":[11],"human":[12,15,61,92,141,201,220,241],"friendly,":[13],"and":[14,23,31,128,158,163,166,193,246,252],"deals":[16],"big":[18],"amount":[19,240],"data,":[20],"can't":[21],"view":[22,107],"collect":[24],"the":[25,28,54,85,88,120,138,151,156,164,172,185,188,194,197,205,212,214,236,254,263,282],"data":[26,108,116,121,213,265],"in":[27,90,224,281],"short":[29],"time,":[30],"took":[32],"time":[33,146],"to":[34,38,56,83,136,180,182,258],"analyze,":[35],"playback":[36],"video/picture":[37],"determine":[39,84],"machine,":[40],"human,":[41,278],"vehicle":[42,279],"or":[43,46,227,238],"environment":[44],"issues":[45],"performance,":[47],"Server":[49,101],"Systems":[50],"now":[51],"which":[52],"has":[53,78],"ability":[55],"face":[57,59],"recognition,":[58,67],"detection,":[60,62,64],"motion":[63],"license":[65],"plate":[66],"The":[68],"authors":[69],"perform":[70],"this":[71,76,175],"study":[72,176],"that":[73,131,143,204],"still":[74],"research":[77,262],"never":[79],"been":[80],"done":[81],"before":[82],"efficacy":[86],"of":[87,112,153,161,169,174,191,200,211],"LSTM":[89,149],"predicting":[91],"behavior":[93,280],"(Long":[94],"Short":[95],"Term":[96],"Memory)":[97],"Face":[98,114],"Detection":[99],"on":[100],"surveillance":[102,273],"system,":[103],"by":[104,244],"taking":[105],"log":[106],"a":[110],"total":[111],"91501":[113],"detection":[115],"downloaded":[117],"from":[118,171],"10/18/2022~11/9/2022,":[119],"will":[122,256],"be":[123,134,217],"processed":[124],"using":[125],"Python":[126],"programming":[127],"training":[129],"so":[130,203],"it":[132,177,230],"can":[133,207,231,233],"used":[135],"predict":[137,208],"future":[139,283],"regarding":[140],"activities":[142],"vary":[144],"utilizing":[145],"series":[147],"prediction":[148,268],"include":[150],"number":[152,190,199],"daily":[154],"activities,":[155,202],"highest":[157,198],"lowest":[159,189],"numbers":[160,168],"days,":[162],"maximum":[165,237],"minimum":[167,239],"days.":[170],"results":[173],"found":[179],"help":[181],"find":[183,234],"out":[184,235],"days":[186,195],"humans":[192],"owner":[206],"sequence":[210],"service":[215],"would":[216],"provided":[218],"when":[219],"activity":[221],"is":[222],"high":[223],"certain":[225,228],"area":[226],"day,":[229,245],"also":[232],"counting":[242],"day":[243],"compare":[247],"able":[248],"some":[249],"different":[250],"date":[251],"location,":[253],"author":[255],"continue":[257],"do":[259],"more":[260],"in-depth":[261],"others":[264],"related":[266],"deep":[270],"learning":[271],"machine":[274],"system":[275],"interaction":[276],"studies.":[284]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}