{"id":"https://openalex.org/W4412959577","doi":"https://doi.org/10.51903/wxnxrm24","title":"Klasifikasi Potensi Anak SD Berdasarkan Hobi Menggunakan Metode Naive Bayes Dengan Teknik Undersampling","display_name":"Klasifikasi Potensi Anak SD Berdasarkan Hobi Menggunakan Metode Naive Bayes Dengan Teknik Undersampling","publication_year":2025,"publication_date":"2025-07-19","ids":{"openalex":"https://openalex.org/W4412959577","doi":"https://doi.org/10.51903/wxnxrm24"},"language":"id","primary_location":{"id":"doi:10.51903/wxnxrm24","doi":"https://doi.org/10.51903/wxnxrm24","is_oa":true,"landing_page_url":"https://doi.org/10.51903/wxnxrm24","pdf_url":"https://ejurnal.provisi.ac.id/index.php/JUISI/article/download/1159/830","source":{"id":"https://openalex.org/S4387283929","display_name":"Jurnal Ilmiah Sistem Informasi","issn_l":"2809-1507","issn":["2809-1507","2809-1531"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4387153296","host_organization_name":"Universitas Sains dan Teknologi Komputer","host_organization_lineage":["https://openalex.org/I4387153296"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Ilmiah Sistem Informasi","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.provisi.ac.id/index.php/JUISI/article/download/1159/830","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117122053","display_name":"Umi Karolina","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4392021167","display_name":"Universitas Multi Data Palembang","ror":"https://ror.org/04mv64y65","country_code":"ID","type":"education","lineage":["https://openalex.org/I4392021167"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Umi Karolina","raw_affiliation_strings":["Universitas Multi Data Palembang, Sumatera Selatan, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Multi Data Palembang, Sumatera Selatan, Indonesia","institution_ids":["https://openalex.org/I4392021167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038138684","display_name":"Novan Wijaya","orcid":"https://orcid.org/0000-0003-3924-7097","observed_orcids":["https://orcid.org/0000-0003-3924-7097"]},"institutions":[{"id":"https://openalex.org/I4392021167","display_name":"Universitas Multi Data Palembang","ror":"https://ror.org/04mv64y65","country_code":"ID","type":"education","lineage":["https://openalex.org/I4392021167"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Novan Wijaya","raw_affiliation_strings":["Universitas Multi Data Palembang, Sumatera Selatan, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-3924-7097","affiliations":[{"raw_affiliation_string":"Universitas Multi Data Palembang, Sumatera Selatan, Indonesia","institution_ids":["https://openalex.org/I4392021167"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027384205","display_name":"Derry Alamsyah","orcid":"https://orcid.org/0000-0003-4598-9919","observed_orcids":["https://orcid.org/0000-0003-4598-9919"]},"institutions":[{"id":"https://openalex.org/I4392021167","display_name":"Universitas Multi Data Palembang","ror":"https://ror.org/04mv64y65","country_code":"ID","type":"education","lineage":["https://openalex.org/I4392021167"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Derry Alamsyah","raw_affiliation_strings":["Universitas Multi Data Palembang, Sumatera Selatan, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-4598-9919","affiliations":[{"raw_affiliation_string":"Universitas Multi Data Palembang, Sumatera Selatan, Indonesia","institution_ids":["https://openalex.org/I4392021167"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4392021167"],"apc_list":null,"apc_paid":null,"fwci":2.3077,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8834553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"4","issue":"3","first_page":"340","last_page":"350"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.001500000013038516,"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"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/elementary-school-students","display_name":"elementary school students","score":0.8970000147819519},{"id":"https://openalex.org/keywords/hobbies","display_name":"hobbies","score":0.7329999804496765},{"id":"https://openalex.org/keywords/naive-bayes","display_name":"naive Bayes","score":0.7960000038146973},{"id":"https://openalex.org/keywords/random-undersampling","display_name":"random undersampling","score":0.9919999837875366},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.8500000238418579}],"concepts":[{"id":"https://openalex.org/C136536468","wikidata":"https://www.wikidata.org/wiki/Q1225894","display_name":"Undersampling","level":2,"score":0.5962628126144409},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.49244698882102966},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4351390600204468},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3210029602050781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2930149435997009},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2646489143371582},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0713672935962677}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.51903/wxnxrm24","doi":"https://doi.org/10.51903/wxnxrm24","is_oa":true,"landing_page_url":"https://doi.org/10.51903/wxnxrm24","pdf_url":"https://ejurnal.provisi.ac.id/index.php/JUISI/article/download/1159/830","source":{"id":"https://openalex.org/S4387283929","display_name":"Jurnal Ilmiah Sistem Informasi","issn_l":"2809-1507","issn":["2809-1507","2809-1531"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4387153296","host_organization_name":"Universitas Sains dan Teknologi Komputer","host_organization_lineage":["https://openalex.org/I4387153296"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Ilmiah Sistem Informasi","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.51903/wxnxrm24","doi":"https://doi.org/10.51903/wxnxrm24","is_oa":true,"landing_page_url":"https://doi.org/10.51903/wxnxrm24","pdf_url":"https://ejurnal.provisi.ac.id/index.php/JUISI/article/download/1159/830","source":{"id":"https://openalex.org/S4387283929","display_name":"Jurnal Ilmiah Sistem Informasi","issn_l":"2809-1507","issn":["2809-1507","2809-1531"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4387153296","host_organization_name":"Universitas Sains dan Teknologi Komputer","host_organization_lineage":["https://openalex.org/I4387153296"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Ilmiah Sistem Informasi","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.6164000034332275,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412959577.pdf","grobid_xml":"https://content.openalex.org/works/W4412959577.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2784259413","https://openalex.org/W2996314292","https://openalex.org/W3048158121","https://openalex.org/W3128696699","https://openalex.org/W3209335217","https://openalex.org/W4200182440","https://openalex.org/W4226252468","https://openalex.org/W4252743891","https://openalex.org/W4281810710","https://openalex.org/W4285013331","https://openalex.org/W4323790574","https://openalex.org/W4381805936","https://openalex.org/W4386088417","https://openalex.org/W4389371748","https://openalex.org/W4392003243","https://openalex.org/W4401670741","https://openalex.org/W4404937753","https://openalex.org/W4407343483","https://openalex.org/W7220419641"],"related_works":["https://openalex.org/W3128241617","https://openalex.org/W2981110167","https://openalex.org/W4378472021","https://openalex.org/W7219973457","https://openalex.org/W7166625603","https://openalex.org/W7219595693","https://openalex.org/W7163168492","https://openalex.org/W4412730342","https://openalex.org/W4378550578","https://openalex.org/W6987452364"],"abstract_inverted_index":{"Setiap":[0],"anak":[1,15,24,98],"memiliki":[2],"potensi":[3,14,23,97],"yang":[4,52,61,79],"berbeda-beda,":[5],"sehingga":[6],"pentinya":[7],"pendidikan":[8],"dan":[9,34,66],"orang":[10],"tua":[11],"untuk":[12,21],"mengenali":[13],"sejak":[16],"dini.":[17],"Penelitian":[18],"ini":[19],"bertujuan":[20],"mengklasifikasi":[22,96],"sekolah":[25,99],"dasar":[26],"berdasarkan":[27],"hobi":[28],"mereka":[29],"menggunakan":[30,46,71],"metode":[31,47,88],"Naive":[32,48,89],"bayes":[33,49,90],"teknik":[35,92],"random":[36,72,93],"undersampling":[37,73,94],"dalam":[38],"mengatasi":[39],"ketidak":[40],"seimbangan":[41],"data.":[42],"Pengujian":[43],"dilakukan":[44],"dengan":[45,74,91],"pada":[50],"data":[51],"telah":[53],"di":[54],"seimbangkan":[55],"menghasilkan":[56],"evaluasi":[57],"berupa":[58],"confusion":[59],"matrix":[60],"menunjukkan":[62],"akurasi,":[63],"presisi,":[64],"recall,":[65],"F1-score.":[67],"Hasil":[68],"pengujian":[69],"menunjukan":[70,85],"pembagian":[75],"80:20":[76],"mendapatkan":[77],"akurasi":[78],"lumayan":[80],"tinggi":[81],"90,24%.":[82],"hasil":[83],"penelitian":[84],"bahwa":[86],"penggunaan":[87],"mampu":[95],"dasar.":[100]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-10-10T00:00:00"}
