{"id":"https://openalex.org/W4213028552","doi":"https://doi.org/10.37034/jidt.v4i1.178","title":"Peramalan Jumlah Permintaan Produksi Menggunakan Jaringan Saraf Tiruan Algoritma Backpropagation","display_name":"Peramalan Jumlah Permintaan Produksi Menggunakan Jaringan Saraf Tiruan Algoritma Backpropagation","publication_year":2022,"publication_date":"2022-02-16","ids":{"openalex":"https://openalex.org/W4213028552","doi":"https://doi.org/10.37034/jidt.v4i1.178"},"language":"en","primary_location":{"id":"doi:10.37034/jidt.v4i1.178","doi":"https://doi.org/10.37034/jidt.v4i1.178","is_oa":true,"landing_page_url":"https://doi.org/10.37034/jidt.v4i1.178","pdf_url":"https://jidt.org/index.php/jidt/article/download/178/99","source":{"id":"https://openalex.org/S4210194181","display_name":"Jurnal Informasi dan Teknologi","issn_l":"2714-9730","issn":["2714-9730"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3020390545","host_organization_name":"Universitas Putra Indonesia \"YPTK\"","host_organization_lineage":["https://openalex.org/I3020390545"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Informasi dan Teknologi","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://jidt.org/index.php/jidt/article/download/178/99","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112617024","display_name":"Muhammad Thoriq","orcid":"https://orcid.org/0009-0002-7592-0525","observed_orcids":["https://orcid.org/0009-0002-7592-0525"]},"institutions":[{"id":"https://openalex.org/I4405273823","display_name":"Universitas Adzkia","ror":"https://ror.org/00hr18740","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405273823"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Muhammad Thoriq","raw_affiliation_strings":["Universitas Adzkia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Adzkia","institution_ids":["https://openalex.org/I4405273823"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5112617024"],"corresponding_institution_ids":["https://openalex.org/I4405273823"],"apc_list":null,"apc_paid":null,"fwci":4.6034,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.95332089,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.8759999871253967,"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"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.8759999871253967,"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"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.09780000150203705,"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":0.020999999716877937,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"demand forecasting","score":0.824999988079071},{"id":"https://openalex.org/keywords/salt-production","display_name":"salt production","score":0.8460000157356262},{"id":"https://openalex.org/keywords/production-demand","display_name":"production demand","score":0.5040000081062317},{"id":"https://openalex.org/keywords/back-propagation-neural-network","display_name":"BP neural network","score":0.890999972820282},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7490000128746033},{"id":"https://openalex.org/keywords/production-cost-reduction","display_name":"production cost reduction","score":0.8119999766349792}],"concepts":[{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.7284754514694214},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.724406898021698},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.697955846786499},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6074942350387573},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5017030239105225},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4741078019142151},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42060425877571106},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.42024359107017517},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40497663617134094},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34566569328308105},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3432144522666931},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29251813888549805},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17461153864860535},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.37034/jidt.v4i1.178","doi":"https://doi.org/10.37034/jidt.v4i1.178","is_oa":true,"landing_page_url":"https://doi.org/10.37034/jidt.v4i1.178","pdf_url":"https://jidt.org/index.php/jidt/article/download/178/99","source":{"id":"https://openalex.org/S4210194181","display_name":"Jurnal Informasi dan Teknologi","issn_l":"2714-9730","issn":["2714-9730"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3020390545","host_organization_name":"Universitas Putra Indonesia \"YPTK\"","host_organization_lineage":["https://openalex.org/I3020390545"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Informasi dan Teknologi","raw_type":"journal-article"},{"id":"pmh:oai:ojs2.jidt.org:article/178","doi":null,"is_oa":true,"landing_page_url":"https://jidt.org/jidt/article/view/178","pdf_url":"https://jidt.org/jidt/article/download/178/99","source":{"id":"https://openalex.org/S4210194181","display_name":"Jurnal Informasi dan Teknologi","issn_l":"2714-9730","issn":["2714-9730"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3020390545","host_organization_name":"Universitas Putra Indonesia \"YPTK\"","host_organization_lineage":["https://openalex.org/I3020390545"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.37034/jidt.v4i1","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.37034/jidt.v4i1.178","doi":"https://doi.org/10.37034/jidt.v4i1.178","is_oa":true,"landing_page_url":"https://doi.org/10.37034/jidt.v4i1.178","pdf_url":"https://jidt.org/index.php/jidt/article/download/178/99","source":{"id":"https://openalex.org/S4210194181","display_name":"Jurnal Informasi dan Teknologi","issn_l":"2714-9730","issn":["2714-9730"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3020390545","host_organization_name":"Universitas Putra Indonesia \"YPTK\"","host_organization_lineage":["https://openalex.org/I3020390545"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Informasi dan Teknologi","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/W4213028552.pdf","grobid_xml":"https://content.openalex.org/works/W4213028552.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2893234681","https://openalex.org/W2897205124","https://openalex.org/W2898042291","https://openalex.org/W2902720727","https://openalex.org/W2910373711","https://openalex.org/W2960745427","https://openalex.org/W2983226128","https://openalex.org/W3010961790","https://openalex.org/W3011767001","https://openalex.org/W3020113004","https://openalex.org/W3048092648","https://openalex.org/W3104194676","https://openalex.org/W3112454785","https://openalex.org/W3148961479","https://openalex.org/W4233322830"],"related_works":["https://openalex.org/W4313395531","https://openalex.org/W3083461059","https://openalex.org/W1974521697","https://openalex.org/W6921359696","https://openalex.org/W7216014774","https://openalex.org/W2770471151","https://openalex.org/W2901499298","https://openalex.org/W2253655540","https://openalex.org/W4386689945","https://openalex.org/W4235291784"],"abstract_inverted_index":{"Artificial":[0],"Neural":[1],"Network":[2],"(ANN)":[3],"technique":[4],"has":[5,30,87],"developed":[6],"rapidly":[7],"in":[8,26,32,35,77,93,230],"the":[9,27,44,61,82,88,94,122,128,132,148,154,178,206],"field":[10],"of":[11,42,57,63,147,151,157],"estimation.":[12],"ANN":[13,29,38,59,71,129],"can":[14,176],"predict":[15,121],"based":[16],"on":[17,19,105],"data":[18,45,107,183,188,207,213],"events":[20],"and":[21,66,109,214,233],"related":[22],"factors":[23],"that":[24,73,101,159,174],"existed":[25],"past.":[28],"advantages":[31],"parallel":[33],"computing":[34],"classifying":[36],"patterns.":[37],"is":[39,60,74,81,144,185,222,227],"also":[40],"capable":[41],"self-regulating":[43],"to":[46,90,112,120,161,170,191],"be":[47,162,168],"processed":[48,184],"without":[49],"requiring":[50],"an":[51],"explicit":[52],"function":[53],"specification.":[54],"The":[55,70,182,198,218],"advantage":[56],"using":[58,127],"elimination":[62],"complex":[64,114],"analytical":[65],"numerical":[67],"iterative":[68],"computations.":[69],"method":[72],"often":[75],"used":[76],"prediction":[78,220],"case":[79],"studies":[80],"Backpropagation":[83],"Algorithm.":[84],"This":[85,117,142],"algorithm":[86],"ability":[89],"solve":[91],"problems":[92],"real":[95],"world":[96],"by":[97],"building":[98],"trained":[99],"methods":[100],"show":[102],"good":[103],"performance":[104],"large":[106,155],"scales":[108],"are":[110,202],"able":[111,169],"overcome":[113],"pattern":[115],"recognition.":[116],"study":[118],"aims":[119],"demand":[123],"for":[124,204],"salt":[125,186],"optimally":[126],"Method":[130],"with":[131,153],"Backprogation":[133],"Algorithm":[134],"at":[135,193],"PT.":[136,194],"Kurnia":[137,195],"Garam":[138,196],"Prosperous":[139],"Padang":[140],"City.":[141],"forecasting":[143,166,231],"needed":[145],"because":[146],"high":[149],"cost":[150],"production":[152,172,180,187,235],"number":[156],"requests":[158],"occur":[160],"more":[163],"effective.":[164],"Proper":[165],"will":[167],"optimize":[171],"so":[173,224],"it":[175],"reduce":[177],"required":[179],"costs.":[181,236],"from":[189],"2016":[190],"2018":[192],"Prosperous.":[197],"momentum":[199],"results":[200],"obtained":[201],"3-9-1":[203],"dividing":[205],"into":[208],"2,":[209],"namely":[210],"24":[211],"training":[212],"12":[215],"test":[216],"data.":[217],"optimal":[219,232],"result":[221],"0.98946,":[223],"this":[225],"research":[226],"very":[228],"helpful":[229],"efficient":[234]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":6}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-02-24T00:00:00"}
