{"id":"https://openalex.org/W4400930474","doi":"https://doi.org/10.52362/jmijayakarta.v4i1.1300","title":"PENERAPAN ALGORITMA BACKPROPOGATION DALAM PREDIKSI JUMLAH PENDUDUK DI PROVINSI SUMATERA UTARA","display_name":"PENERAPAN ALGORITMA BACKPROPOGATION DALAM PREDIKSI JUMLAH PENDUDUK DI PROVINSI SUMATERA UTARA","publication_year":2024,"publication_date":"2024-02-12","ids":{"openalex":"https://openalex.org/W4400930474","doi":"https://doi.org/10.52362/jmijayakarta.v4i1.1300"},"language":"en","primary_location":{"id":"doi:10.52362/jmijayakarta.v4i1.1300","doi":"https://doi.org/10.52362/jmijayakarta.v4i1.1300","is_oa":true,"landing_page_url":"http://dx.doi.org/10.52362/jmijayakarta.v4i1.1300","pdf_url":"https://journal.stmikjayakarta.ac.id/index.php/JMIJayakarta/article/download/1300/874","source":{"id":"https://openalex.org/S4210223515","display_name":"Jurnal Manajamen Informatika Jayakarta","issn_l":"2746-5985","issn":["2746-5985","2797-0930"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405275961","host_organization_name":"STMIK Jayakarta","host_organization_lineage":["https://openalex.org/I4405275961"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Manajamen Informatika Jayakarta","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.stmikjayakarta.ac.id/index.php/JMIJayakarta/article/download/1300/874","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104976037","display_name":"Pretty Natalia Napitupulu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4387152555","display_name":"STIKOM Tunas Bangsa","ror":"https://ror.org/05ghce186","country_code":"ID","type":"other","lineage":["https://openalex.org/I4387152555"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Pretty Natalia Napitupulu","raw_affiliation_strings":["STIKOM Tunas Bangsa, Pematang Siantar, Sumatera Utara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STIKOM Tunas Bangsa, Pematang Siantar, Sumatera Utara","institution_ids":["https://openalex.org/I4387152555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130963017","display_name":"M. Safii","orcid":"https://orcid.org/0009-0000-6794-6798","observed_orcids":["https://orcid.org/0009-0000-6794-6798"]},"institutions":[{"id":"https://openalex.org/I4387152555","display_name":"STIKOM Tunas Bangsa","ror":"https://ror.org/05ghce186","country_code":"ID","type":"other","lineage":["https://openalex.org/I4387152555"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"M. Safii","raw_affiliation_strings":["STIKOM Tunas Bangsa, Pematang Siantar, Sumatera Utara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STIKOM Tunas Bangsa, Pematang Siantar, Sumatera Utara","institution_ids":["https://openalex.org/I4387152555"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4387152555"],"apc_list":null,"apc_paid":null,"fwci":0.7618,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73009837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"4","issue":"1","first_page":"15","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9208999872207642,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9208999872207642,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10320","display_name":"Neural Networks and Applications","score":0.050599999725818634,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.015300000086426735,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/population-forecasting","display_name":"population forecasting","score":0.8330000042915344},{"id":"https://openalex.org/keywords/backpropagation","display_name":"backpropagation","score":0.8029999732971191},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8899999856948853},{"id":"https://openalex.org/keywords/north-sumatra","display_name":"North Sumatra","score":0.8019999861717224},{"id":"https://openalex.org/keywords/population-growth","display_name":"population growth","score":0.7329999804496765},{"id":"https://openalex.org/keywords/neural-network-architecture","display_name":"neural network architecture","score":0.800000011920929},{"id":"https://openalex.org/keywords/development-planning","display_name":"development planning","score":0.49000000953674316},{"id":"https://openalex.org/keywords/resource-management","display_name":"resource management","score":0.7390000224113464}],"concepts":[{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3269621431827545}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.52362/jmijayakarta.v4i1.1300","doi":"https://doi.org/10.52362/jmijayakarta.v4i1.1300","is_oa":true,"landing_page_url":"http://dx.doi.org/10.52362/jmijayakarta.v4i1.1300","pdf_url":"https://journal.stmikjayakarta.ac.id/index.php/JMIJayakarta/article/download/1300/874","source":{"id":"https://openalex.org/S4210223515","display_name":"Jurnal Manajamen Informatika Jayakarta","issn_l":"2746-5985","issn":["2746-5985","2797-0930"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405275961","host_organization_name":"STMIK Jayakarta","host_organization_lineage":["https://openalex.org/I4405275961"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Manajamen Informatika Jayakarta","raw_type":"journal-article"},{"id":"pmh:oai:ojs2.journal.stmikjayakarta.ac.id:article/1300","doi":null,"is_oa":true,"landing_page_url":"https://journal.stmikjayakarta.ac.id/index.php/JMIJayakarta/article/view/1300","pdf_url":null,"source":{"id":"https://openalex.org/S4210223515","display_name":"Jurnal Manajamen Informatika Jayakarta","issn_l":"2746-5985","issn":["2746-5985","2797-0930"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405275961","host_organization_name":"STMIK Jayakarta","host_organization_lineage":["https://openalex.org/I4405275961"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.52362/jmijayakarta.v4i1","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.52362/jmijayakarta.v4i1.1300","doi":"https://doi.org/10.52362/jmijayakarta.v4i1.1300","is_oa":true,"landing_page_url":"http://dx.doi.org/10.52362/jmijayakarta.v4i1.1300","pdf_url":"https://journal.stmikjayakarta.ac.id/index.php/JMIJayakarta/article/download/1300/874","source":{"id":"https://openalex.org/S4210223515","display_name":"Jurnal Manajamen Informatika Jayakarta","issn_l":"2746-5985","issn":["2746-5985","2797-0930"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405275961","host_organization_name":"STMIK Jayakarta","host_organization_lineage":["https://openalex.org/I4405275961"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Manajamen Informatika Jayakarta","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400930474.pdf","grobid_xml":"https://content.openalex.org/works/W4400930474.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W4308260781","https://openalex.org/W4312340574","https://openalex.org/W4382302123"],"related_works":["https://openalex.org/W3175300919","https://openalex.org/W3127512295","https://openalex.org/W3200400208","https://openalex.org/W4225276458","https://openalex.org/W7139011645","https://openalex.org/W4400617984","https://openalex.org/W7219985151","https://openalex.org/W7213919240","https://openalex.org/W4401331707","https://openalex.org/W7220355727"],"abstract_inverted_index":{"Total":[0],"Population":[1],"is":[2,70,93,127,198],"the":[3,49,52,59,98,107,111,115,124,142,150],"total":[4],"number":[5],"of":[6,30,36,41,51,61,67,86,97,119,144,208],"individuals":[7],"living":[8],"in":[9,55,58,79,95,153,159],"an":[10,135,154],"area":[11],"or":[12],"country":[13],"at":[14,18,217],"any":[15,19],"given":[16,20],"time.country":[17],"time.":[21],"However,":[22],"a":[23,203],"large":[24],"population":[25,57,108,109,158],"has":[26,202],"several":[27],"negative":[28],"effects":[29],"social":[31],"instability,":[32],"poverty,":[33],"reduced":[34],"quality":[35],"life,":[37,42],"and":[38,43,82,110,168,175,182,210],"increased":[39,44],"unemployment.quality":[40],"unemployment.":[45],"This":[46,139],"research":[47,69,145],"discusses":[48],"application":[50],"Backpropagation":[53,91,151],"algorithm":[54,152],"predicting":[56],"province":[60,162],"North":[62,160],"Sumatra":[63,161],"province.":[64],"The":[65,90,117,184,193],"purpose":[66],"this":[68],"to":[71,129,148,156],"make":[72],"predictions":[73,133],"that":[74,113,123,146],"can":[75],"help":[76],"local":[77],"governments":[78],"development":[80],"planning":[81],"more":[83,88],"effective":[84],"management":[85],"resources":[87],"effectively.":[89],"method":[92],"used":[94],"training":[96],"artificial":[99],"neural":[100],"network":[101],"model":[102,126,197,200],"using":[103,165],"historical":[104],"data":[105,173,180],"on":[106],"factors":[112],"influence":[114],"growth.":[116],"results":[118,121,143],"experimental":[120],"show":[122],"resulting":[125],"able":[128],"provide":[130],"fairly":[131],"accurate":[132,195],"with":[134,214],"acceptable":[136],"error":[137],"rate.":[138],"paper":[140],"presents":[141],"aims":[147],"apply":[149],"effort":[155],"predict":[157],"from":[163],"2013-2022":[164],"Microsoft":[166],"Excel":[167],"Matlab":[169],"version":[170,177],"2011b":[171,178],"for":[172,179],"processing":[174,181],"analysis.":[176,183],"architecture":[185,196],"uses":[186],"three":[187],"models,":[188],"namely:":[189],"4-5-1,":[190],"4-10-1,":[191],"4-15-1.":[192],"most":[194],"3-15-1":[199],"which":[201],"Mean":[204],"Squared":[205],"Error":[206],"(MSE)":[207],"0.00000034":[209],"100%":[211],"accuracy":[212],"rate":[213],"time":[215],"00:05":[216],"epoch":[218],"92.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-07-24T00:00:00"}