{"id":"https://openalex.org/W3139766607","doi":"https://doi.org/10.24076/citec.2021v8i1.263","title":"Deteksi Penyakit Pada Daun Kentang Menggunakan Pengolahan Citra dengan Metode Convolutional Neural Network","display_name":"Deteksi Penyakit Pada Daun Kentang Menggunakan Pengolahan Citra dengan Metode Convolutional Neural Network","publication_year":2021,"publication_date":"2021-03-31","ids":{"openalex":"https://openalex.org/W3139766607","doi":"https://doi.org/10.24076/citec.2021v8i1.263","mag":"3139766607"},"language":"id","primary_location":{"id":"doi:10.24076/citec.2021v8i1.263","doi":"https://doi.org/10.24076/citec.2021v8i1.263","is_oa":true,"landing_page_url":"https://doi.org/10.24076/citec.2021v8i1.263","pdf_url":"https://citec.amikom.ac.id/main/index.php/citec/article/download/263/182","source":{"id":"https://openalex.org/S4210231774","display_name":"Creative Information Technology Journal","issn_l":"2354-5771","issn":["2354-5771","2460-4259"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404669536","host_organization_name":"University of Amikom Yogyakarta","host_organization_lineage":["https://openalex.org/P4404669536"],"host_organization_lineage_names":["University of Amikom Yogyakarta"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Creative Information Technology Journal","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://citec.amikom.ac.id/main/index.php/citec/article/download/263/182","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061813674","display_name":"Abdul Jalil Rozaqi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4400573182","display_name":"Universitas Amikom Yogyakarta","ror":"https://ror.org/00j65mz88","country_code":"ID","type":"education","lineage":["https://openalex.org/I4400573182"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Abdul Jalil Rozaqi","raw_affiliation_strings":["Magister Teknik Informatika, Universitas Amikom Yogyakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Magister Teknik Informatika, Universitas Amikom Yogyakarta","institution_ids":["https://openalex.org/I4400573182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059898726","display_name":"Andi Sunyoto","orcid":"https://orcid.org/0000-0003-0288-1131","observed_orcids":["https://orcid.org/0000-0003-0288-1131"]},"institutions":[{"id":"https://openalex.org/I4400573182","display_name":"Universitas Amikom Yogyakarta","ror":"https://ror.org/00j65mz88","country_code":"ID","type":"education","lineage":["https://openalex.org/I4400573182"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andi Sunyoto","raw_affiliation_strings":["Universitas AMIKOM Yogyakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas AMIKOM Yogyakarta","institution_ids":["https://openalex.org/I4400573182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111882032","display_name":"M. Rudyanto Arief","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4400573182","display_name":"Universitas Amikom Yogyakarta","ror":"https://ror.org/00j65mz88","country_code":"ID","type":"education","lineage":["https://openalex.org/I4400573182"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"M rudyanto Arief","raw_affiliation_strings":["Universitas AMIKOM Yogyakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas AMIKOM Yogyakarta","institution_ids":["https://openalex.org/I4400573182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5061813674"],"corresponding_institution_ids":["https://openalex.org/I4400573182"],"apc_list":null,"apc_paid":null,"fwci":6.6824,"has_fulltext":true,"cited_by_count":60,"citation_normalized_percentile":{"value":0.97782987,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":100},"biblio":{"volume":"8","issue":"1","first_page":"22","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9994999766349792,"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":0.9994999766349792,"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":0.00039999998989515007,"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":0.0,"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/potato-leaf-disease-detection","display_name":"potato leaf disease detection","score":0.9459999799728394},{"id":"https://openalex.org/keywords/late-blight","display_name":"late blight","score":0.9860000014305115},{"id":"https://openalex.org/keywords/early-blight","display_name":"early blight","score":1.0},{"id":"https://openalex.org/keywords/potato","display_name":"potato","score":0.5320000052452087},{"id":"https://openalex.org/keywords/plant-disease-classification","display_name":"plant disease classification","score":0.7749999761581421},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9129999876022339},{"id":"https://openalex.org/keywords/image-based-disease-identification","display_name":"image-based disease identification","score":0.5450000166893005},{"id":"https://openalex.org/keywords/crop-disease-management","display_name":"crop disease management","score":0.47200000286102295},{"id":"https://openalex.org/keywords/food-security","display_name":"food security","score":0.37400001287460327}],"concepts":[{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.5051353573799133},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.4696808457374573}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24076/citec.2021v8i1.263","doi":"https://doi.org/10.24076/citec.2021v8i1.263","is_oa":true,"landing_page_url":"https://doi.org/10.24076/citec.2021v8i1.263","pdf_url":"https://citec.amikom.ac.id/main/index.php/citec/article/download/263/182","source":{"id":"https://openalex.org/S4210231774","display_name":"Creative Information Technology Journal","issn_l":"2354-5771","issn":["2354-5771","2460-4259"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404669536","host_organization_name":"University of Amikom Yogyakarta","host_organization_lineage":["https://openalex.org/P4404669536"],"host_organization_lineage_names":["University of Amikom Yogyakarta"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Creative Information Technology Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.24076/citec.2021v8i1.263","doi":"https://doi.org/10.24076/citec.2021v8i1.263","is_oa":true,"landing_page_url":"https://doi.org/10.24076/citec.2021v8i1.263","pdf_url":"https://citec.amikom.ac.id/main/index.php/citec/article/download/263/182","source":{"id":"https://openalex.org/S4210231774","display_name":"Creative Information Technology Journal","issn_l":"2354-5771","issn":["2354-5771","2460-4259"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4404669536","host_organization_name":"University of Amikom Yogyakarta","host_organization_lineage":["https://openalex.org/P4404669536"],"host_organization_lineage_names":["University of Amikom Yogyakarta"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Creative Information Technology Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.991100013256073,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3139766607.pdf","grobid_xml":"https://content.openalex.org/works/W3139766607.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2714342494","https://openalex.org/W2785346471","https://openalex.org/W2903264578","https://openalex.org/W2988207890","https://openalex.org/W3015562698","https://openalex.org/W3029628429","https://openalex.org/W3036669725","https://openalex.org/W3095586564","https://openalex.org/W3182645882"],"related_works":["https://openalex.org/W4283740900","https://openalex.org/W4409666803","https://openalex.org/W4415166978","https://openalex.org/W4310867949","https://openalex.org/W4387694448","https://openalex.org/W4387777284","https://openalex.org/W4400177323","https://openalex.org/W7110516330","https://openalex.org/W4410870707","https://openalex.org/W4381162324"],"abstract_inverted_index":{"Produk":[0],"pertanian":[1,23],"kentang":[2,24,37],"menjadi":[3],"sangat":[4,97],"penting":[5],"karena":[6,162],"termasuk":[7],"makanan":[8,19],"utama":[9],"bagi":[10],"manusia.":[11],"Kentang":[12],"memiliki":[13,27,65],"kandungan":[14],"karbohidrat":[15],"yang":[16,33,38,44,57,88,124],"menjadikanya":[17],"sebagai":[18],"utama.":[20],"Dalam":[21],"mengelola":[22],"ini":[25,64,82,96,114,120,159],"tentu":[26],"beberapa":[28],"kendala":[29],"diantaranya":[30],"adalah":[31,55],"penyakit":[32,56,94,128],"menyerang":[34],"pada":[35,60,77,93,118,129,157,163],"daun":[36,61,78,95,130,139,180],"jika":[39,74,91],"dibiarkan":[40],"akan":[41,99,121,133],"menghasilkan":[42,171],"produksi":[43],"buruk":[45],"atau":[46],"bahkan":[47],"gagal":[48],"panen.":[49],"Late":[50],"blight":[51,54,145,243,246,353],"dan":[52,90,143,175],"early":[53,141,184,245,349,390],"sering":[58],"ditemui":[59],"kentang.":[62,131],"Penyakit":[63],"gejala":[66,76],"masing-masing":[67],"sehingga":[68],"para":[69],"petani":[70],"dapat":[71],"melakukan":[72],"pencegahan":[73],"melihat":[75],"kentang,":[79,181],"tetapi":[80],"langkah":[81],"memliki":[83],"kelemahan":[84],"yaitu":[85,107],"proses":[86],"identifikasi":[87],"lama,":[89],"penanganan":[92],"lambat":[98],"mengakibatkan":[100],"penambahan":[101],"biaya":[102],"perawatan.":[103],"Dengan":[104],"memanfaatkan":[105],"teknologi":[106],"berupa":[108,138],"pengolahan":[109],"citra":[110],"digital":[111,311],"maka":[112],"hal":[113],"bisa":[115],"diatasi,":[116],"jadi":[117],"penelitian":[119],"mengusulkan":[122],"metode":[123,147],"tepat":[125],"dalam":[126],"mendeteksi":[127],"Klasifikasi":[132],"dilakukan":[134],"dengan":[135,167],"tiga":[136],"kelas":[137],"sehat,":[140],"blight,":[142,183,185,350,389,391],"late":[144,182,242,352,388],"menggunakan":[146],"Deep":[148],"Learning":[149],"mengguanakan":[150],"arsitektur":[151],"Convolutional":[152,356],"Neural":[153,357],"Network":[154,358],"(CNN).":[155],"Hasil":[156],"peneltian":[158],"dianggap":[160],"baik":[161],"epoch":[164,373],"ke":[165],"10":[166],"batch":[168,375],"size":[169,376],"20":[170,377],"training":[172,381],"akurasi":[173],"95%":[174,379],"validation":[176,384],"accuracy":[177,380],"94%.Kata":[178],"Kunci\u2014Penyakit":[179],"identifikasi,":[186],"CNNPotato":[187],"agricultural":[188],"products":[189],"are":[190,194,247,250,366],"essential":[191],"because":[192,369],"they":[193,269],"the":[195,205,222,226,289,308,330,344,355,371],"leading":[196,206],"food.":[197],"Potatoes":[198],"have":[199],"carbohydrate":[200],"content,":[201],"which":[202,229],"makes":[203],"them":[204],"food":[207],"for":[208],"humans.":[209],"But":[210],"in":[211,235,253,300,307,326,329,343],"carrying":[212],"out":[213,339],"this":[214,276,292,314,319,364],"potato":[215,227,254,273,333],"farming":[216],"certainly":[217],"has":[218,258,278],"several":[219],"obstacles,":[220],"including":[221],"disease":[223,257,294],"that":[224,249,263,281],"attacks":[225],"leaves":[228,331],"if":[230,268,288],"left":[231],"unchecked":[232],"will":[233,298,321,336],"result":[234,299],"poor":[236],"production":[237],"or":[238],"even":[239],"crop":[240],"failure.":[241],"and":[244,287,351,382],"diseases":[248,328],"often":[251],"found":[252],"leaves.":[255],"This":[256],"its":[259],"own":[260],"symptoms":[261,271],"so":[262,318],"farmers":[264],"can":[265,315],"take":[266],"precautions":[267],"see":[270],"on":[272,370],"leaves,":[274,348],"but":[275],"step":[277],"a":[279,283],"weakness":[280],"is":[282,295],"long":[284],"identification":[285],"process,":[286],"handling":[290],"of":[291,310,332,346,363],"leaf":[293,386],"very":[296],"slow":[297],"additional":[301],"maintenance":[302],"costs.":[303],"By":[304],"utilizing":[305],"technology":[306],"form":[309,345],"image":[312],"processing,":[313],"be":[316,337],"overcome,":[317],"research":[320,365],"propose":[322],"an":[323],"appropriate":[324],"method":[325],"detecting":[327],"plants.":[334],"Classification":[335],"carried":[338],"with":[340,374],"three":[341],"classes":[342],"healthy":[347],"using":[354],"(CNN)":[359],"algorithm.":[360],"The":[361],"results":[362],"considered":[367],"good":[368],"10th":[372],"produces":[378],"94%":[383],"accuracy.Keywords\u2014Potato":[385],"disease,":[387],"identification,":[392],"CNN":[393]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-04-13T00:00:00"}
