{"id":"https://openalex.org/W2903763571","doi":"https://doi.org/10.20956/jmsk.v14i1.3539","title":"Penggunaan Jaringan Syaraf Tiruanuntuk Membaca Karakter pada Formulir Nilai Mata Kuliah","display_name":"Penggunaan Jaringan Syaraf Tiruanuntuk Membaca Karakter pada Formulir Nilai Mata Kuliah","publication_year":2018,"publication_date":"2018-02-11","ids":{"openalex":"https://openalex.org/W2903763571","doi":"https://doi.org/10.20956/jmsk.v14i1.3539","mag":"2903763571"},"language":"id","primary_location":{"id":"doi:10.20956/jmsk.v14i1.3539","doi":"https://doi.org/10.20956/jmsk.v14i1.3539","is_oa":true,"landing_page_url":"https://doi.org/10.20956/jmsk.v14i1.3539","pdf_url":"http://journal.unhas.ac.id/index.php/jmsk/article/download/3539/2103","source":{"id":"https://openalex.org/S4210203012","display_name":"Jurnal Matematika Statistika dan Komputasi","issn_l":"1858-1382","issn":["1858-1382","2614-8811"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315277","host_organization_name":"Hasanuddin University","host_organization_lineage":["https://openalex.org/P4310315277"],"host_organization_lineage_names":["Hasanuddin University"],"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 Matematika Statistika dan Komputasi","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://journal.unhas.ac.id/index.php/jmsk/article/download/3539/2103","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043356980","display_name":"La Surimi","orcid":"https://orcid.org/0009-0003-0636-3822","observed_orcids":["https://orcid.org/0009-0003-0636-3822"]},"institutions":[{"id":"https://openalex.org/I4210086780","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19","country_code":"JP","type":"government","lineage":["https://openalex.org/I1319490839","https://openalex.org/I4210086780"]},{"id":"https://openalex.org/I98301867","display_name":"Hasanuddin University","ror":"https://ror.org/00da1gf19","country_code":"ID","type":"education","lineage":["https://openalex.org/I98301867"]}],"countries":["ID","JP"],"is_corresponding":false,"raw_author_name":"La Surimi","raw_affiliation_strings":[". Pendahuluan Kemajuan teknologi","Jaringan Syaraf Tiruan atau yang sering dikenal dengan JST","Jaringan syaraf tiruan (JST) telah banyak diaplikasikan dalam berbagai bidang terutama","\uf02a Jurusan Matematika, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Hasanuddin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":". Pendahuluan Kemajuan teknologi","institution_ids":[]},{"raw_affiliation_string":"Jaringan Syaraf Tiruan atau yang sering dikenal dengan JST","institution_ids":["https://openalex.org/I4210086780"]},{"raw_affiliation_string":"Jaringan syaraf tiruan (JST) telah banyak diaplikasikan dalam berbagai bidang terutama","institution_ids":[]},{"raw_affiliation_string":"\uf02a Jurusan Matematika, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Hasanuddin","institution_ids":["https://openalex.org/I98301867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100709756","display_name":"Hendra Hendra","orcid":"https://orcid.org/0009-0004-2875-2391","observed_orcids":["https://orcid.org/0009-0004-2875-2391"]},"institutions":[{"id":"https://openalex.org/I4210086780","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19","country_code":"JP","type":"government","lineage":["https://openalex.org/I1319490839","https://openalex.org/I4210086780"]},{"id":"https://openalex.org/I98301867","display_name":"Hasanuddin University","ror":"https://ror.org/00da1gf19","country_code":"ID","type":"education","lineage":["https://openalex.org/I98301867"]}],"countries":["ID","JP"],"is_corresponding":false,"raw_author_name":"Hendra Hendra","raw_affiliation_strings":[". Pendahuluan Kemajuan teknologi","Jaringan Syaraf Tiruan atau yang sering dikenal dengan JST","Jaringan syaraf tiruan (JST) telah banyak diaplikasikan dalam berbagai bidang terutama","\uf02a Jurusan Matematika, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Hasanuddin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":". Pendahuluan Kemajuan teknologi","institution_ids":[]},{"raw_affiliation_string":"Jaringan Syaraf Tiruan atau yang sering dikenal dengan JST","institution_ids":["https://openalex.org/I4210086780"]},{"raw_affiliation_string":"Jaringan syaraf tiruan (JST) telah banyak diaplikasikan dalam berbagai bidang terutama","institution_ids":[]},{"raw_affiliation_string":"\uf02a Jurusan Matematika, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Hasanuddin","institution_ids":["https://openalex.org/I98301867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000217557","display_name":"Diaraya Diaraya","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210086780","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19","country_code":"JP","type":"government","lineage":["https://openalex.org/I1319490839","https://openalex.org/I4210086780"]},{"id":"https://openalex.org/I98301867","display_name":"Hasanuddin University","ror":"https://ror.org/00da1gf19","country_code":"ID","type":"education","lineage":["https://openalex.org/I98301867"]}],"countries":["ID","JP"],"is_corresponding":false,"raw_author_name":"Diaraya Diaraya","raw_affiliation_strings":[". Pendahuluan Kemajuan teknologi","Jaringan Syaraf Tiruan atau yang sering dikenal dengan JST","Jaringan syaraf tiruan (JST) telah banyak diaplikasikan dalam berbagai bidang terutama","\uf02a Jurusan Matematika, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Hasanuddin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":". Pendahuluan Kemajuan teknologi","institution_ids":[]},{"raw_affiliation_string":"Jaringan Syaraf Tiruan atau yang sering dikenal dengan JST","institution_ids":["https://openalex.org/I4210086780"]},{"raw_affiliation_string":"Jaringan syaraf tiruan (JST) telah banyak diaplikasikan dalam berbagai bidang terutama","institution_ids":[]},{"raw_affiliation_string":"\uf02a Jurusan Matematika, Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Hasanuddin","institution_ids":["https://openalex.org/I98301867"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13539067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"1","first_page":"61","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9926999807357788,"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":0.9926999807357788,"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":0.006099999882280827,"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/T13674","display_name":"Computer Science and Engineering","score":0.00039999998989515007,"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/character-recognition","display_name":"character recognition","score":0.8529999852180481},{"id":"https://openalex.org/keywords/handwritten-character-recognition","display_name":"handwritten character recognition","score":0.5379999876022339},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.5690000057220459},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"pattern recognition","score":0.5830000042915344},{"id":"https://openalex.org/keywords/image-preprocessing","display_name":"image preprocessing","score":0.6449999809265137},{"id":"https://openalex.org/keywords/thinning","display_name":"thinning","score":0.8379999995231628},{"id":"https://openalex.org/keywords/segmentation","display_name":"segmentation","score":0.6110000014305115},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"noise reduction","score":0.6140000224113464},{"id":"https://openalex.org/keywords/hidden-layer-size","display_name":"hidden layer size","score":0.8519999980926514}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.5471429824829102},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45504558086395264},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09926003217697144}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.20956/jmsk.v14i1.3539","doi":"https://doi.org/10.20956/jmsk.v14i1.3539","is_oa":true,"landing_page_url":"https://doi.org/10.20956/jmsk.v14i1.3539","pdf_url":"http://journal.unhas.ac.id/index.php/jmsk/article/download/3539/2103","source":{"id":"https://openalex.org/S4210203012","display_name":"Jurnal Matematika Statistika dan Komputasi","issn_l":"1858-1382","issn":["1858-1382","2614-8811"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315277","host_organization_name":"Hasanuddin University","host_organization_lineage":["https://openalex.org/P4310315277"],"host_organization_lineage_names":["Hasanuddin University"],"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 Matematika Statistika dan Komputasi","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.20956/jmsk.v14i1.3539","doi":"https://doi.org/10.20956/jmsk.v14i1.3539","is_oa":true,"landing_page_url":"https://doi.org/10.20956/jmsk.v14i1.3539","pdf_url":"http://journal.unhas.ac.id/index.php/jmsk/article/download/3539/2103","source":{"id":"https://openalex.org/S4210203012","display_name":"Jurnal Matematika Statistika dan Komputasi","issn_l":"1858-1382","issn":["1858-1382","2614-8811"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315277","host_organization_name":"Hasanuddin University","host_organization_lineage":["https://openalex.org/P4310315277"],"host_organization_lineage_names":["Hasanuddin University"],"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 Matematika Statistika dan Komputasi","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2903763571.pdf","grobid_xml":"https://content.openalex.org/works/W2903763571.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2164352117"],"related_works":["https://openalex.org/W2292694857","https://openalex.org/W2235752995","https://openalex.org/W7004937114","https://openalex.org/W2745171218","https://openalex.org/W151403906","https://openalex.org/W2272884771","https://openalex.org/W2346861275","https://openalex.org/W162304974","https://openalex.org/W2464978210","https://openalex.org/W1818962335"],"abstract_inverted_index":{"Jaringan":[0],"syaraf":[1],"tiruan":[2],"(JST)":[3],"telah":[4],"banyak":[5],"diaplikasikan":[6,29],"dalam":[7,11],"berbagai":[8],"bidang":[9],"terutama":[10],"pengenalan":[12,85],"pola.":[13],"Kemampuan":[14],"JST":[15,69],"untuk":[16,30],"mentolerir":[17],"perbedaan":[18],"antara":[19],"data":[20,23,93],"pelatihan":[21],"dan":[22,58],"yang":[24,34,50,86],"akan":[25],"diolah":[26],"diharapkan":[27],"dapat":[28,78,89],"mengenali":[31],"pola":[32],"karakter":[33],"ada":[35,87],"pada":[36,68,95],"lembar":[37],"formulir":[38,76],"nilai":[39,77],"matakuliah.":[40],"Pemrosesan":[41],"awal":[42],"citra":[43],"blanko":[44],"dibutuhkan":[45],"sebelum":[46],"menggunakan":[47],"JST,":[48],"pemrosesan":[49],"digunakan":[51],"adalah":[52],"traceholding,":[53],"noise":[54],"eliminator,":[55],"thinning,":[56],"segmentasi":[57],"normalisasi":[59],"karakter.":[60],"Hasil":[61],"penelitian":[62],"menunjukkan":[63],"penggunakaan128":[64],"node":[65],"layer":[66],"tersembunyi":[67],"memberikan":[70],"hasil":[71],"terbaik":[72],"dimana":[73],"4":[74],"buah":[75],"dikenali":[79],"dengan":[80,91],"baik":[81],"tanpa":[82],"kesalahan.":[83],"Kesalahan":[84],"masih":[88],"dihilangkan":[90],"menambahkan":[92],"pembelajaran":[94],"sistem.":[96]},"counts_by_year":[],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2018-12-22T00:00:00"}