{"id":"https://openalex.org/W4410220140","doi":"https://doi.org/10.34304/scientific.v2i1.344","title":"Optimasi Ekstraksi Fitur Citra Karakter Font Menggunakan Algoritma Support Vector Machines (SVM) untuk Klasifikasi Tipografi","display_name":"Optimasi Ekstraksi Fitur Citra Karakter Font Menggunakan Algoritma Support Vector Machines (SVM) untuk Klasifikasi Tipografi","publication_year":2025,"publication_date":"2025-01-30","ids":{"openalex":"https://openalex.org/W4410220140","doi":"https://doi.org/10.34304/scientific.v2i1.344"},"language":"id","primary_location":{"id":"doi:10.34304/scientific.v2i1.344","doi":"https://doi.org/10.34304/scientific.v2i1.344","is_oa":true,"landing_page_url":"https://doi.org/10.34304/scientific.v2i1.344","pdf_url":"https://ejurnal.umbima.ac.id/index.php/scientific/article/download/344/185","source":{"id":"https://openalex.org/S5407050053","display_name":"Scientific Journal of Computer Science and Informatics","issn_l":"3090-1391","issn":["3090-1391"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405273758","host_organization_name":"Universitas Muhammadiyah Bima","host_organization_lineage":["https://openalex.org/I4405273758"],"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":"Scientific : Journal of Computer Science and Informatics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ejurnal.umbima.ac.id/index.php/scientific/article/download/344/185","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091839009","display_name":"Zumhur Alamin","orcid":"https://orcid.org/0000-0003-0419-6699","observed_orcids":["https://orcid.org/0000-0003-0419-6699"]},"institutions":[{"id":"https://openalex.org/I4405273758","display_name":"Universitas Muhammadiyah Bima","ror":"https://ror.org/00dxvvz94","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405273758"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Zumhur Alamin","raw_affiliation_strings":["Universitas Muhammadiyah Bima"],"raw_orcid":"https://orcid.org/0000-0003-0419-6699","affiliations":[{"raw_affiliation_string":"Universitas Muhammadiyah Bima","institution_ids":["https://openalex.org/I4405273758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057238497","display_name":"Sutriawan Sutriawan","orcid":"https://orcid.org/0009-0001-0632-6541","observed_orcids":["https://orcid.org/0009-0001-0632-6541"]},"institutions":[{"id":"https://openalex.org/I4405273758","display_name":"Universitas Muhammadiyah Bima","ror":"https://ror.org/00dxvvz94","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405273758"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sutriawan","raw_affiliation_strings":["Universitas Muhammadiyah Bima"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Muhammadiyah Bima","institution_ids":["https://openalex.org/I4405273758"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Siti Mutmainah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405273758","display_name":"Universitas Muhammadiyah Bima","ror":"https://ror.org/00dxvvz94","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405273758"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Siti Mutmainah","raw_affiliation_strings":["Universitas Muhammadiyah Bima"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Muhammadiyah Bima","institution_ids":["https://openalex.org/I4405273758"]}]},{"author_position":"last","author":{"id":null,"display_name":"Muhammad Hayun","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I315861787","display_name":"University of Nusa Cendana","ror":"https://ror.org/04yf4aj88","country_code":"ID","type":"education","lineage":["https://openalex.org/I315861787"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Hayun","raw_affiliation_strings":["Universitas Nusa Cendana Kupang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Nusa Cendana Kupang","institution_ids":["https://openalex.org/I315861787"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9577,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71304064,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"2","issue":"1","first_page":"30","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9937000274658203,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9937000274658203,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.003100000089034438,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.000699999975040555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.9700000286102295},{"id":"https://openalex.org/keywords/histogram-of-oriented-gradients","display_name":"histogram of oriented gradients","score":0.9520000219345093},{"id":"https://openalex.org/keywords/local-binary-pattern","display_name":"local binary pattern","score":0.972000002861023},{"id":"https://openalex.org/keywords/zoning","display_name":"zoning","score":0.6940000057220459},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8069999814033508},{"id":"https://openalex.org/keywords/gaussian-kernel","display_name":"Gaussian kernel","score":0.9750000238418579},{"id":"https://openalex.org/keywords/feature-combination","display_name":"feature combination","score":0.5550000071525574},{"id":"https://openalex.org/keywords/optical-character-recognition","display_name":"optical character recognition","score":0.7009999752044678},{"id":"https://openalex.org/keywords/document-digitization","display_name":"document digitization","score":0.7710000276565552}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6276788711547852},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5242564678192139},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.501049280166626},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39327147603034973}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.34304/scientific.v2i1.344","doi":"https://doi.org/10.34304/scientific.v2i1.344","is_oa":true,"landing_page_url":"https://doi.org/10.34304/scientific.v2i1.344","pdf_url":"https://ejurnal.umbima.ac.id/index.php/scientific/article/download/344/185","source":{"id":"https://openalex.org/S5407050053","display_name":"Scientific Journal of Computer Science and Informatics","issn_l":"3090-1391","issn":["3090-1391"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405273758","host_organization_name":"Universitas Muhammadiyah Bima","host_organization_lineage":["https://openalex.org/I4405273758"],"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":"Scientific : Journal of Computer Science and Informatics","raw_type":"journal-article"},{"id":"pmh:oai:ojs2.ejurnal.stihm-bima.ac.id:article/344","doi":null,"is_oa":true,"landing_page_url":"https://ejurnal.umbima.ac.id/index.php/scientific/article/view/344","pdf_url":null,"source":{"id":"https://openalex.org/S5407050053","display_name":"Scientific Journal of Computer Science and Informatics","issn_l":"3090-1391","issn":["3090-1391"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405273758","host_organization_name":"Universitas Muhammadiyah Bima","host_organization_lineage":["https://openalex.org/I4405273758"],"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":"3090-1391","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.34304/scientific.v2i1.344","doi":"https://doi.org/10.34304/scientific.v2i1.344","is_oa":true,"landing_page_url":"https://doi.org/10.34304/scientific.v2i1.344","pdf_url":"https://ejurnal.umbima.ac.id/index.php/scientific/article/download/344/185","source":{"id":"https://openalex.org/S5407050053","display_name":"Scientific Journal of Computer Science and Informatics","issn_l":"3090-1391","issn":["3090-1391"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405273758","host_organization_name":"Universitas Muhammadiyah Bima","host_organization_lineage":["https://openalex.org/I4405273758"],"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":"Scientific : Journal of Computer Science and Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410220140.pdf","grobid_xml":"https://content.openalex.org/works/W4410220140.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1534466353","https://openalex.org/W1842289377","https://openalex.org/W1855553174","https://openalex.org/W2161969291","https://openalex.org/W2561684977","https://openalex.org/W2613289684","https://openalex.org/W2805001284","https://openalex.org/W2806418186","https://openalex.org/W2921351590","https://openalex.org/W3012303414","https://openalex.org/W3036954479","https://openalex.org/W3096650565","https://openalex.org/W3109175299","https://openalex.org/W3120937225","https://openalex.org/W3131089693","https://openalex.org/W3147675069","https://openalex.org/W3170315722","https://openalex.org/W3198954380","https://openalex.org/W3209587391","https://openalex.org/W4213319984","https://openalex.org/W4388440783","https://openalex.org/W4390006284","https://openalex.org/W4391621893","https://openalex.org/W4399365293","https://openalex.org/W4400290660","https://openalex.org/W4402466963","https://openalex.org/W4403064813","https://openalex.org/W4405565230","https://openalex.org/W4414290370","https://openalex.org/W6885112153"],"related_works":["https://openalex.org/W2943539340","https://openalex.org/W3014098854","https://openalex.org/W2321512288","https://openalex.org/W2986476569","https://openalex.org/W7167629457","https://openalex.org/W4412754490","https://openalex.org/W3089289667","https://openalex.org/W7202116407","https://openalex.org/W2155100088","https://openalex.org/W4320068772"],"abstract_inverted_index":{"Klasifikasi":[0],"tipografi":[1,159],"berbasis":[2,187],"citra":[3,16,37,59,91,160],"karakter":[4,38,92],"merupakan":[5],"salah":[6],"satu":[7],"tantangan":[8],"penting":[9],"dalam":[10,19,93,166,182],"bidang":[11],"pengenalan":[12],"pola":[13],"dan":[14,23,73,109,115,125,147,174,189],"pengolahan":[15],"digital,":[17],"terutama":[18],"konteks":[20],"digitalisasi":[21,190],"dokumen":[22],"sistem":[24,168,185],"OCR":[25],"(Optical":[26],"Character":[27],"Recognition).":[28],"Penelitian":[29,162],"ini":[30,104,143,163],"bertujuan":[31],"untuk":[32,52,112],"mengoptimalkan":[33],"proses":[34],"ekstraksi":[35,61,150],"fitur":[36,45,62,123,135,140,151],"font":[39,101,170],"dengan":[40,79],"memanfaatkan":[41],"kombinasi":[42,122,138],"beberapa":[43],"teknik":[44,134,149],"serta":[46,75,176],"algoritma":[47],"Support":[48],"Vector":[49],"Machines":[50],"(SVM)":[51],"klasifikasi.":[53],"Metode":[54],"yang":[55,86,96,152,171],"digunakan":[56,87],"melibatkan":[57],"preprocessing":[58],"karakter,":[60],"menggunakan":[63],"Histogram":[64],"of":[65],"Oriented":[66],"Gradients":[67],"(HOG),":[68],"Local":[69],"Binary":[70],"Pattern":[71],"(LBP),":[72],"Zoning,":[74],"pelatihan":[76,114],"model":[77],"SVM":[78],"kernel":[80],"Radial":[81],"Basis":[82],"Function":[83],"(RBF).":[84],"Dataset":[85,103],"terdiri":[88],"dari":[89,98],"2.600":[90],"format":[94],"grayscale":[95],"berasal":[97],"lima":[99],"jenis":[100],"populer.":[102],"dibagi":[105],"menjadi":[106],"data":[107,110],"latih":[108],"uji":[111],"keperluan":[113],"evaluasi":[116],"model.":[117],"Hasil":[118],"eksperimen":[119],"menunjukkan":[120,144],"bahwa":[121,145],"HOG":[124],"Zoning":[126],"menghasilkan":[127],"akurasi":[128],"klasifikasi":[129,158,169],"tertinggi":[130],"sebesar":[131],"94,6%,":[132],"mengungguli":[133],"tunggal":[136],"maupun":[137],"dua":[139],"lainnya.":[141],"Temuan":[142],"pemilihan":[146],"penggabungan":[148],"tepat":[153],"secara":[154],"signifikan":[155],"meningkatkan":[156],"performa":[157],"karakter.":[161],"memberikan":[164],"kontribusi":[165],"pengembangan":[167],"lebih":[172,180],"akurat":[173],"efisien,":[175],"membuka":[177],"peluang":[178],"aplikasi":[179],"lanjut":[181],"digital":[183],"forensik,":[184],"pencarian":[186],"citra,":[188],"arsip.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-05-10T00:00:00"}
