{"id":"https://openalex.org/W4412914640","doi":"https://doi.org/10.56995/sintek.v5i2.174","title":"Klasifikasi Bahasa Isyarat Huruf Hijaiyah Dengan GAN Dan CNN","display_name":"Klasifikasi Bahasa Isyarat Huruf Hijaiyah Dengan GAN Dan CNN","publication_year":2025,"publication_date":"2025-07-24","ids":{"openalex":"https://openalex.org/W4412914640","doi":"https://doi.org/10.56995/sintek.v5i2.174"},"language":"id","primary_location":{"id":"doi:10.56995/sintek.v5i2.174","doi":"https://doi.org/10.56995/sintek.v5i2.174","is_oa":true,"landing_page_url":"https://doi.org/10.56995/sintek.v5i2.174","pdf_url":"https://www.sintek.stmikku.ac.id/index.php/home/article/download/174/67","source":{"id":"https://openalex.org/S4387283544","display_name":"Jurnal Sistem Informasi dan Teknologi (SINTEK)","issn_l":"2775-0051","issn":["2775-0051","2775-7544"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Sistem Informasi dan Teknologi (SINTEK)","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.sintek.stmikku.ac.id/index.php/home/article/download/174/67","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119192147","display_name":"L. Nanda Cahaya Ardi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405266341","display_name":"Universitas Bumigora","ror":"https://ror.org/027r5pw20","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405266341"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"L. Nanda Cahaya Ardi","raw_affiliation_strings":["Universitas Bumigora Mataram"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Bumigora Mataram","institution_ids":["https://openalex.org/I4405266341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086688066","display_name":"Bambang Krismono Triwijoyo","orcid":"https://orcid.org/0000-0003-2514-4505","observed_orcids":["https://orcid.org/0000-0003-2514-4505"]},"institutions":[{"id":"https://openalex.org/I4405266341","display_name":"Universitas Bumigora","ror":"https://ror.org/027r5pw20","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405266341"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Bambang Krismono","raw_affiliation_strings":["Universitas Bumigora Mataram"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Bumigora Mataram","institution_ids":["https://openalex.org/I4405266341"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038290600","display_name":"Khasnur Hidjah","orcid":"https://orcid.org/0000-0003-1804-6923","observed_orcids":["https://orcid.org/0000-0003-1804-6923"]},"institutions":[{"id":"https://openalex.org/I4405266341","display_name":"Universitas Bumigora","ror":"https://ror.org/027r5pw20","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405266341"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Khasnur Hidjah","raw_affiliation_strings":["Universitas Bumigora Mataram"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Bumigora Mataram","institution_ids":["https://openalex.org/I4405266341"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405266341"],"apc_list":null,"apc_paid":null,"fwci":0.4617,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57055579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"5","issue":"2","first_page":"124","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.009200000204145908,"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":0.003100000089034438,"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/hijaiyah","display_name":"hijaiyah","score":0.6980000138282776},{"id":"https://openalex.org/keywords/sign-language-classification","display_name":"sign language classification","score":0.746999979019165},{"id":"https://openalex.org/keywords/deaf-education","display_name":"deaf education","score":0.5989999771118164},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.7639999985694885},{"id":"https://openalex.org/keywords/dcgan","display_name":"DCGAN","score":0.8360000252723694},{"id":"https://openalex.org/keywords/data-augmentation","display_name":"data augmentation","score":0.7829999923706055},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.7459999918937683},{"id":"https://openalex.org/keywords/image-classification","display_name":"image classification","score":0.44200000166893005},{"id":"https://openalex.org/keywords/interactive-learning-media","display_name":"interactive learning media","score":0.5540000200271606}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41434264183044434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40490561723709106}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.56995/sintek.v5i2.174","doi":"https://doi.org/10.56995/sintek.v5i2.174","is_oa":true,"landing_page_url":"https://doi.org/10.56995/sintek.v5i2.174","pdf_url":"https://www.sintek.stmikku.ac.id/index.php/home/article/download/174/67","source":{"id":"https://openalex.org/S4387283544","display_name":"Jurnal Sistem Informasi dan Teknologi (SINTEK)","issn_l":"2775-0051","issn":["2775-0051","2775-7544"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Sistem Informasi dan Teknologi (SINTEK)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.56995/sintek.v5i2.174","doi":"https://doi.org/10.56995/sintek.v5i2.174","is_oa":true,"landing_page_url":"https://doi.org/10.56995/sintek.v5i2.174","pdf_url":"https://www.sintek.stmikku.ac.id/index.php/home/article/download/174/67","source":{"id":"https://openalex.org/S4387283544","display_name":"Jurnal Sistem Informasi dan Teknologi (SINTEK)","issn_l":"2775-0051","issn":["2775-0051","2775-7544"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Sistem Informasi dan Teknologi (SINTEK)","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/W4412914640.pdf","grobid_xml":"https://content.openalex.org/works/W4412914640.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W4381432060","https://openalex.org/W4405675303","https://openalex.org/W4406939028","https://openalex.org/W4410380950"],"related_works":["https://openalex.org/W4404972712","https://openalex.org/W7124861255","https://openalex.org/W3127639378","https://openalex.org/W4402012743","https://openalex.org/W4381432060","https://openalex.org/W7164747798","https://openalex.org/W7123573658","https://openalex.org/W4410380950","https://openalex.org/W4405956784","https://openalex.org/W7220511301"],"abstract_inverted_index":{"Pembelajaran":[0],"huruf":[1,31,58],"hijaiyah,":[2],"termasuk":[3],"untuk":[4,13,45,53,116],"penyandang":[5,117],"tunarungu":[6],"yang":[7,39,62,70],"menggunakan":[8,40,75],"bahasa":[9,29,56],"isyarat,":[10],"sangat":[11],"penting":[12],"memahami":[14],"Al-Qur'an.":[15],"Namun,":[16],"pengembangan":[17],"sistem":[18,107],"klasifikasi":[19,93,108],"berbasis":[20],"kecerdasan":[21],"buatan":[22],"menghadapi":[23],"kendala":[24],"karena":[25],"jumlah":[26],"data":[27],"citra":[28],"isyarat":[30,57],"hijaiyah":[32],"terbatas.":[33],"Studi":[34],"ini":[35,101],"menyarankan":[36],"metode":[37],"hibrida":[38],"Generative":[41],"Adversarial":[42],"Network":[43,51],"(GAN)":[44],"memperluas":[46],"dataset":[47],"dan":[48,77,86,109],"Convolutional":[49],"Neural":[50],"(CNN)":[52],"mengklasifikasikan":[54],"gambar":[55,66],"hijaiyah.":[59],"Dataset":[60],"awal,":[61],"terdiri":[63],"dari":[64,72],"1.877":[65],"dengan":[67,95],"28":[68],"kelas":[69],"dikumpulkan":[71],"Roboflow,":[73],"diperluas":[74],"DCGAN":[76],"augmentasi":[78,87],"gambar.":[79],"Hasil":[80],"pengujian":[81],"menunjukkan":[82],"bahwa":[83],"integrasi":[84],"GAN":[85],"dapat":[88,110],"secara":[89],"signifikan":[90],"meningkatkan":[91,105],"akurasi":[92,97],"CNN,":[94],"tingkat":[96],"tertinggi":[98],"95%.":[99],"Metode":[100],"terbukti":[102],"efektif":[103],"dalam":[104],"kinerja":[106],"digunakan":[111],"sebagai":[112],"media":[113],"pembelajaran":[114],"interaktif":[115],"disabilitas,":[118],"terutama":[119],"tunarungu.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-10-10T00:00:00"}