{"id":"https://openalex.org/W3195871738","doi":"https://doi.org/10.30591/jpit.v6i2.2802","title":"Arsitektur Convolutional Neural Network (CNN) Alexnet Untuk Klasifikasi Hama Pada Citra Daun Tanaman Kopi","display_name":"Arsitektur Convolutional Neural Network (CNN) Alexnet Untuk Klasifikasi Hama Pada Citra Daun Tanaman Kopi","publication_year":2021,"publication_date":"2021-05-31","ids":{"openalex":"https://openalex.org/W3195871738","doi":"https://doi.org/10.30591/jpit.v6i2.2802","mag":"3195871738"},"language":"en","primary_location":{"id":"doi:10.30591/jpit.v6i2.2802","doi":"https://doi.org/10.30591/jpit.v6i2.2802","is_oa":true,"landing_page_url":"http://dx.doi.org/10.30591/jpit.v6i2.2802","pdf_url":null,"source":{"id":"https://openalex.org/S4210213921","display_name":"Jurnal Informatika Jurnal Pengembangan IT","issn_l":"2477-5126","issn":["2477-5126","2548-9356"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315317","host_organization_name":"Politeknik Harapan Bersama Tegal","host_organization_lineage":["https://openalex.org/P4310315317"],"host_organization_lineage_names":["Politeknik Harapan Bersama Tegal"],"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 Informatika: Jurnal Pengembangan IT","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.30591/jpit.v6i2.2802","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072786364","display_name":"Dicki Irfansyah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210087516","display_name":"Gunadarma University","ror":"https://ror.org/0028q1g19","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210087516"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dicki Irfansyah","raw_affiliation_strings":["Universitas Gunadarma"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Gunadarma","institution_ids":["https://openalex.org/I4210087516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090797128","display_name":"Metty Mustikasari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210087516","display_name":"Gunadarma University","ror":"https://ror.org/0028q1g19","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210087516"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Metty Mustikasari","raw_affiliation_strings":["Universitas Gunadarma"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Gunadarma","institution_ids":["https://openalex.org/I4210087516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111065968","display_name":"Amat Suroso","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405260610","display_name":"Universitas Bani Saleh","ror":"https://ror.org/0410qm569","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405260610"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Amat Suroso","raw_affiliation_strings":["STMIK Bani Saleh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STMIK Bani Saleh","institution_ids":["https://openalex.org/I4405260610"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":300000,"currency":"IDR","value_usd":19},"apc_paid":{"value":300000,"currency":"IDR","value_usd":19},"fwci":4.7939,"has_fulltext":true,"cited_by_count":52,"citation_normalized_percentile":{"value":0.95776509,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"6","issue":"2","first_page":"87","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.003700000001117587,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/crop-pest-detection","display_name":"plant pest detection","score":0.6830000281333923},{"id":"https://openalex.org/keywords/alexnet","display_name":"AlexNet","score":0.8550000190734863},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8920000195503235},{"id":"https://openalex.org/keywords/coffee-rust","display_name":"coffee leaf rust","score":0.5899999737739563},{"id":"https://openalex.org/keywords/red-spider-mite","display_name":"red spider mite","score":0.9879999756813049},{"id":"https://openalex.org/keywords/leaf-image-classification","display_name":"leaf image classification","score":0.6499999761581421},{"id":"https://openalex.org/keywords/coffee-plant-disease","display_name":"coffee plant disease","score":0.32199999690055847}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5714032053947449},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5025272369384766},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4867560863494873},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3612043261528015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32536208629608154},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2136792242527008},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.30591/jpit.v6i2.2802","doi":"https://doi.org/10.30591/jpit.v6i2.2802","is_oa":true,"landing_page_url":"http://dx.doi.org/10.30591/jpit.v6i2.2802","pdf_url":null,"source":{"id":"https://openalex.org/S4210213921","display_name":"Jurnal Informatika Jurnal Pengembangan IT","issn_l":"2477-5126","issn":["2477-5126","2548-9356"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315317","host_organization_name":"Politeknik Harapan Bersama Tegal","host_organization_lineage":["https://openalex.org/P4310315317"],"host_organization_lineage_names":["Politeknik Harapan Bersama Tegal"],"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 Informatika: Jurnal Pengembangan IT","raw_type":"journal-article"},{"id":"pmh:oai:ojs.ejournal.poltektegal.ac.id:article/2802","doi":null,"is_oa":true,"landing_page_url":"http://ejournal.poltektegal.ac.id/index.php/informatika/article/view/2802","pdf_url":"http://ejournal.poltektegal.ac.id/index.php/informatika/article/view/2802","source":{"id":"https://openalex.org/S4306400399","display_name":"e-Journal Politeknik Tegal (POLITEKNIK HARAPAN BERSAMA TEGAL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jurnal Informatika: Jurnal Pengembangan IT; Vol 6, No 2 (2021): JPIT, Mei 2021; 87-92","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.30591/jpit.v6i2.2802","doi":"https://doi.org/10.30591/jpit.v6i2.2802","is_oa":true,"landing_page_url":"http://dx.doi.org/10.30591/jpit.v6i2.2802","pdf_url":null,"source":{"id":"https://openalex.org/S4210213921","display_name":"Jurnal Informatika Jurnal Pengembangan IT","issn_l":"2477-5126","issn":["2477-5126","2548-9356"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315317","host_organization_name":"Politeknik Harapan Bersama Tegal","host_organization_lineage":["https://openalex.org/P4310315317"],"host_organization_lineage_names":["Politeknik Harapan Bersama Tegal"],"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 Informatika: Jurnal Pengembangan IT","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6875}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3195871738.pdf","grobid_xml":"https://content.openalex.org/works/W3195871738.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W44815768","https://openalex.org/W2140190241","https://openalex.org/W2163605009","https://openalex.org/W2344314039","https://openalex.org/W2523246573","https://openalex.org/W2582523608","https://openalex.org/W2903264578","https://openalex.org/W3003884894","https://openalex.org/W3082267033","https://openalex.org/W3194955008"],"related_works":["https://openalex.org/W7162187370","https://openalex.org/W4401406724","https://openalex.org/W7061199817","https://openalex.org/W4409613099","https://openalex.org/W4322487198","https://openalex.org/W3040765761","https://openalex.org/W4384637900","https://openalex.org/W4319335747","https://openalex.org/W7167629424","https://openalex.org/W4390034416"],"abstract_inverted_index":{"Indonesia":[0],"is":[1,21,49,105,109,163],"the":[2,9,32,44,52,74,77,85,90,150,153,160,166],"fourth":[3],"largest":[4],"coffee":[5,19,36,69,95,172],"producing":[6],"country":[7],"in":[8,54,67,94,129,143],"world.":[10],"However,":[11],"when":[12],"compared":[13],"to":[14,29,60],"3":[15,112],"other":[16,61],"countries,":[17],"Indonesia's":[18],"production":[20],"still":[22],"relatively":[23],"small.":[24],"Many":[25],"factors":[26],"cause":[27],"this":[28,47,72],"happen,":[30],"including":[31],"number":[33,101],"of":[34,46,92,102,132,146,152,168],"farmers'":[35],"trees":[37],"that":[38,159],"are":[39],"attacked":[40],"by":[41],"diseases.":[42],"If":[43],"handling":[45],"disease":[48,53],"slow,":[50],"then":[51],"one":[55],"tree":[56],"can":[57,156],"be":[58,157],"transmitted":[59],"trees.":[62],"This":[63],"causes":[64],"a":[65],"decrease":[66],"Indonesian":[68],"productivity.":[70],"In":[71],"study,":[73,154],"author":[75],"implemented":[76],"Alexnet":[78,161],"Convolutional":[79],"Neural":[80],"Network":[81],"(CNN)":[82],"architecture":[83,162],"using":[84,138],"MATLAB":[86],"programming":[87],"platform":[88],"for":[89,165],"identification":[91],"diseases":[93],"plants":[96,173],"through":[97],"images.":[98],"The":[99,121,134],"total":[100],"datasets":[103],"used":[104],"300":[106],"data":[107,127,141],"which":[108],"divided":[110],"into":[111],"classes,":[113],"namely":[114],"health,":[115],"rust":[116],"and":[117],"red":[118],"spider":[119],"mite.":[120],"training":[122,126],"process":[123,137],"involving":[124],"260":[125],"resulted":[128,142],"an":[130,144],"accuracy":[131,145],"69.44-80.56%.":[133],"network":[135],"testing":[136],"40":[139],"test":[140],"81.6%.":[147],"Based":[148],"on":[149,171],"results":[151],"it":[155],"said":[158],"accurate":[164],"classification":[167],"leaf":[169],"pests":[170]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-08-30T00:00:00"}