{"id":"https://openalex.org/W7217034867","doi":null,"title":"Studi Klasifikasi dengan KNN dan ANN pada Sarung Tangan Penerjemah Angka dan Alfabet Bahasa Isyarat SIBI","display_name":"Studi Klasifikasi dengan KNN dan ANN pada Sarung Tangan Penerjemah Angka dan Alfabet Bahasa Isyarat SIBI","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W7217034867"},"language":"en","primary_location":{"id":"pmh:oai:ocs.machung.ac.id:article/329","doi":null,"is_oa":true,"landing_page_url":"https://ocs.machung.ac.id/index.php/seminarnasionalmachung/article/view/329","pdf_url":"https://ocs.machung.ac.id/index.php/seminarnasionalmachung/article/download/329/175","source":{"id":"https://openalex.org/S4210207144","display_name":"Prosiding Seminar Nasional Universitas Ma Chung","issn_l":"2808-7771","issn":["2808-7771"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210094540","host_organization_name":"Universitas Ma Chung","host_organization_lineage":["https://openalex.org/I4210094540"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.33479/snumc.v2i","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ocs.machung.ac.id/index.php/seminarnasionalmachung/article/download/329/175","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5156249949","display_name":"Kevin Christopher Wungow","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210094540","display_name":"Universitas Ma Chung","ror":"https://ror.org/00k5x6r15","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210094540"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Wungow, Kevin Christopher","raw_affiliation_strings":["Pusat Studi Human-Machine Interaction, Teknik Informatika, Universitas Ma Chung"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pusat Studi Human-Machine Interaction, Teknik Informatika, Universitas Ma Chung","institution_ids":["https://openalex.org/I4210094540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019339869","display_name":"Romy Budhi Widodo","orcid":"https://orcid.org/0000-0003-1457-6839","observed_orcids":["https://orcid.org/0000-0003-1457-6839"]},"institutions":[{"id":"https://openalex.org/I4210094540","display_name":"Universitas Ma Chung","ror":"https://ror.org/00k5x6r15","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210094540"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Widodo, Romy Budhi","raw_affiliation_strings":["Pusat Studi Human-Machine Interaction, Teknik Informatika, Universitas Ma Chung"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pusat Studi Human-Machine Interaction, Teknik Informatika, Universitas Ma Chung","institution_ids":["https://openalex.org/I4210094540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036697268","display_name":"Mochamad Subianto","orcid":"https://orcid.org/0000-0003-3570-7025","observed_orcids":["https://orcid.org/0000-0003-3570-7025"]},"institutions":[{"id":"https://openalex.org/I4210094540","display_name":"Universitas Ma Chung","ror":"https://ror.org/00k5x6r15","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210094540"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Subianto, Mochamad","raw_affiliation_strings":["Teknik Informatika, Universitas Ma Chung"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Teknik Informatika, Universitas Ma Chung","institution_ids":["https://openalex.org/I4210094540"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210094540"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9951000213623047,"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":0.9951000213623047,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","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"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/sibi","display_name":"SIBI","score":0.5019999742507935},{"id":"https://openalex.org/keywords/indonesian-sign-language","display_name":"Indonesian Sign Language","score":0.9430000185966492},{"id":"https://openalex.org/keywords/sign-language-translation","display_name":"sign language translation","score":0.6779999732971191},{"id":"https://openalex.org/keywords/hand-gesture-recognition","display_name":"hand gesture recognition","score":0.5709999799728394},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.6899999976158142},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9739999771118164},{"id":"https://openalex.org/keywords/real-time-classification","display_name":"real-time classification","score":0.6700000166893005},{"id":"https://openalex.org/keywords/deaf-and-mute-people","display_name":"deaf and mute people","score":0.6489999890327454},{"id":"https://openalex.org/keywords/k-value-selection","display_name":"k-value selection","score":0.3959999978542328}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.5303000211715698},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3822999894618988},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2854999899864197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24789999425411224},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.24140000343322754},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21400000154972076},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21130000054836273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2029000073671341},{"id":"https://openalex.org/C92209122","wikidata":"https://www.wikidata.org/wiki/Q16937537","display_name":"Informatics engineering","level":2,"score":0.1770000010728836},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.16140000522136688}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ocs.machung.ac.id:article/329","doi":null,"is_oa":true,"landing_page_url":"https://ocs.machung.ac.id/index.php/seminarnasionalmachung/article/view/329","pdf_url":"https://ocs.machung.ac.id/index.php/seminarnasionalmachung/article/download/329/175","source":{"id":"https://openalex.org/S4210207144","display_name":"Prosiding Seminar Nasional Universitas Ma Chung","issn_l":"2808-7771","issn":["2808-7771"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210094540","host_organization_name":"Universitas Ma Chung","host_organization_lineage":["https://openalex.org/I4210094540"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.33479/snumc.v2i","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ocs.machung.ac.id:article/329","doi":null,"is_oa":true,"landing_page_url":"https://ocs.machung.ac.id/index.php/seminarnasionalmachung/article/view/329","pdf_url":"https://ocs.machung.ac.id/index.php/seminarnasionalmachung/article/download/329/175","source":{"id":"https://openalex.org/S4210207144","display_name":"Prosiding Seminar Nasional Universitas Ma Chung","issn_l":"2808-7771","issn":["2808-7771"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210094540","host_organization_name":"Universitas Ma Chung","host_organization_lineage":["https://openalex.org/I4210094540"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.33479/snumc.v2i","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7217034867.pdf","grobid_xml":"https://content.openalex.org/works/W7217034867.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4410660886","https://openalex.org/W7219343391","https://openalex.org/W2980232330","https://openalex.org/W4361801520","https://openalex.org/W3128147467","https://openalex.org/W4311788049","https://openalex.org/W6986311748","https://openalex.org/W4410862301","https://openalex.org/W3177674433","https://openalex.org/W3119836966"],"abstract_inverted_index":{"Penyandang":[0],"disabilitas":[1,7],"di":[2,36],"Indonesia":[3,37,67,71,83],"khususnya":[4],"pada":[5,11,78,134],"jenis":[6],"tunawicara":[8,31],"dan":[9,19,32,68,90,110,120,152,178,210],"tunarungu":[10,33],"tahun":[12],"2018,":[13],"yaitu":[14,63,192],"0,15%":[15],"untuk":[16,21,104,224],"tuna":[17,22],"wicara":[18],"0,11%":[20],"rungu":[23],"dari":[24],"total":[25],"masyarakat":[26],"Indonesia.":[27],"Berdasarkan":[28],"jumlah":[29],"penyandang":[30,49],"yang":[34,85,96,132,183,196],"ada":[35],"jika":[38],"menggunakan":[39,93,116,174,202,238],"alat":[40],"penerjemah":[41,88],"bahasa":[42,61,79,175],"isyarat":[43,62],"tentu":[44],"akan":[45],"mempermudah":[46],"komunikasi":[47],"antara":[48],"dengan":[50,92,98,143,201,221,227,241],"non":[51],"penyandang.":[52],"Hal":[53],"tersebut":[54],"disebabkan":[55],"oleh":[56],"kurang":[57],"pahamnya":[58],"orang":[59],"tentang":[60],"Sistem":[64,80],"Bahasa":[65,69,81],"Isyarat":[66,70,82],"(BISINDO).":[72],"Pada":[73],"penelitian":[74,135,187],"kali":[75],"ini":[76,102,136,172,188],"fokus":[77],"(SIBI)":[84],"digunakan":[86,133],"sebagai":[87],"angka":[89,106,148],"alfabet":[91],"sarung":[94],"tangan":[95,200],"dilengkapi":[97],"sensor":[99],"tekuk.":[100],"Penelitian":[101],"bertujuan":[103],"mengklasifikasi":[105,198],"1":[107,149],"sampai":[108,113,150,155],"10":[109,151],"huruf":[111,153],"A":[112,154],"Z,":[114],"serta":[115,124,205],"metode":[117,203],"K-Nearest":[118],"Neighbors":[119],"Artificial":[121],"Neural":[122],"Network,":[123],"dilakukan":[125,142,173,191],"pengujian":[126],"secara":[127,207],"real-time.":[128],"Total":[129],"data":[130,141,164],"sampel":[131,165],"sebanyak":[137,157,166],"288":[138],"buah.":[139,168],"Pengambilan":[140],"cara":[144],"subjek":[145,162],"menggerakan":[146],"gestur":[147,199],"Z":[156],"2x":[158],"jadi":[159],"masing":[160,161],"memiliki":[163],"72":[167],"Pembuatan":[169],"program":[170,194],"klasifikasi":[171],"pemrograman":[176],"Python":[177,180],"pustaka-pustaka":[179],"lainnya.":[181],"Tujuan":[182],"ingin":[184],"dicapai":[185],"dalam":[186],"telah":[189],"berhasil":[190],"membuat":[193],"aplikasi":[195],"dapat":[197],"KNN":[204,226,240],"mengujinya":[206],"real":[208],"time":[209],"pembuatan":[211],"model":[212,216,225,239],"ANN.":[213],"Hasil":[214],"akurasi":[215,219,233,247],"ANN":[217],"menghasilkan":[218,232],"93%":[220],"loss":[222],"0,2134.":[223],"nilai":[228,242],"k":[229,243],"=":[230,244],"7":[231,245],"99%.":[234],"Pengujian":[235],"real-time":[236],"diuji":[237],"mendapatkan":[246],"rata-rata":[248],"75%.":[249]},"counts_by_year":[],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2026-10-03T00:00:00"}