{"id":"https://openalex.org/W4392860740","doi":"https://doi.org/10.53513/jsk.v6i2.7896","title":"Penggunaan Algoritma Naive Bayes Dalam Text Mining Untuk Klasifikasi Pasal UU ITE","display_name":"Penggunaan Algoritma Naive Bayes Dalam Text Mining Untuk Klasifikasi Pasal UU ITE","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4392860740","doi":"https://doi.org/10.53513/jsk.v6i2.7896"},"language":"id","primary_location":{"id":"doi:10.53513/jsk.v6i2.7896","doi":"https://doi.org/10.53513/jsk.v6i2.7896","is_oa":true,"landing_page_url":"http://dx.doi.org/10.53513/jsk.v6i2.7896","pdf_url":"https://ojs.trigunadharma.ac.id/index.php/jsk/article/download/7896/2113","source":{"id":"https://openalex.org/S4210238814","display_name":"J-SISKO TECH (Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD)","issn_l":"2615-5133","issn":["2615-5133","2621-8976"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405275994","host_organization_name":"STMIK Triguna Dharma","host_organization_lineage":["https://openalex.org/I4405275994"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J-SISKO TECH (Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD)","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.trigunadharma.ac.id/index.php/jsk/article/download/7896/2113","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108909126","display_name":"Farhan Farhan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210096893","display_name":"North Sumatra Islamic University","ror":"https://ror.org/00tas1680","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210096893"]},{"id":"https://openalex.org/I4210137904","display_name":"Universitas Islam Negeri Sumatera Utara","ror":"https://ror.org/03z1wm043","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210137904"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Farhan Farhan","raw_affiliation_strings":["Universitas Islam Negeri Sumatra Utara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Islam Negeri Sumatra Utara","institution_ids":["https://openalex.org/I4210096893","https://openalex.org/I4210137904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066319404","display_name":"Triase Triase","orcid":"https://orcid.org/0000-0002-3450-1589","observed_orcids":["https://orcid.org/0000-0002-3450-1589"]},"institutions":[{"id":"https://openalex.org/I4210096893","display_name":"North Sumatra Islamic University","ror":"https://ror.org/00tas1680","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210096893"]},{"id":"https://openalex.org/I4210137904","display_name":"Universitas Islam Negeri Sumatera Utara","ror":"https://ror.org/03z1wm043","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210137904"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Triase Triase","raw_affiliation_strings":["Universitas Islam Negeri Sumatra Utara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Islam Negeri Sumatra Utara","institution_ids":["https://openalex.org/I4210096893","https://openalex.org/I4210137904"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036521789","display_name":"Aninda Muliani Harahap","orcid":"https://orcid.org/0009-0005-2237-4403","observed_orcids":["https://orcid.org/0009-0005-2237-4403"]},"institutions":[{"id":"https://openalex.org/I4210096893","display_name":"North Sumatra Islamic University","ror":"https://ror.org/00tas1680","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210096893"]},{"id":"https://openalex.org/I4210137904","display_name":"Universitas Islam Negeri Sumatera Utara","ror":"https://ror.org/03z1wm043","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210137904"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Aninda Muliani Harahap","raw_affiliation_strings":["Universitas Islam Negeri Sumatra Utara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Islam Negeri Sumatra Utara","institution_ids":["https://openalex.org/I4210096893","https://openalex.org/I4210137904"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1402,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.39157236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"6","issue":"2","first_page":"314","last_page":"314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9810000061988831,"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"}},"topics":[{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9810000061988831,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.014600000344216824,"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/T13643","display_name":"Artificial Intelligence in Law","score":0.0026000000070780516,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/text-mining","display_name":"text mining","score":0.4740000069141388},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.8399999737739563},{"id":"https://openalex.org/keywords/web-application","display_name":"web application","score":0.40799999237060547}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.58302903175354},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.529712438583374},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.43434157967567444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38635343313217163},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.14306452870368958},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.036853641271591187}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.53513/jsk.v6i2.7896","doi":"https://doi.org/10.53513/jsk.v6i2.7896","is_oa":true,"landing_page_url":"http://dx.doi.org/10.53513/jsk.v6i2.7896","pdf_url":"https://ojs.trigunadharma.ac.id/index.php/jsk/article/download/7896/2113","source":{"id":"https://openalex.org/S4210238814","display_name":"J-SISKO TECH (Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD)","issn_l":"2615-5133","issn":["2615-5133","2621-8976"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405275994","host_organization_name":"STMIK Triguna Dharma","host_organization_lineage":["https://openalex.org/I4405275994"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J-SISKO TECH (Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.53513/jsk.v6i2.7896","doi":"https://doi.org/10.53513/jsk.v6i2.7896","is_oa":true,"landing_page_url":"http://dx.doi.org/10.53513/jsk.v6i2.7896","pdf_url":"https://ojs.trigunadharma.ac.id/index.php/jsk/article/download/7896/2113","source":{"id":"https://openalex.org/S4210238814","display_name":"J-SISKO TECH (Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD)","issn_l":"2615-5133","issn":["2615-5133","2621-8976"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405275994","host_organization_name":"STMIK Triguna Dharma","host_organization_lineage":["https://openalex.org/I4405275994"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J-SISKO TECH (Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD)","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5473999977111816,"display_name":"Peace, justice, and strong institutions"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392860740.pdf","grobid_xml":"https://content.openalex.org/works/W4392860740.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2969923970","https://openalex.org/W2987586717","https://openalex.org/W3004944912","https://openalex.org/W4296191079"],"related_works":["https://openalex.org/W7033070304","https://openalex.org/W4401459135","https://openalex.org/W3080269593","https://openalex.org/W2962941141","https://openalex.org/W3199091568","https://openalex.org/W4386314777","https://openalex.org/W1594474141","https://openalex.org/W6946290259","https://openalex.org/W4412956538","https://openalex.org/W7167662560"],"abstract_inverted_index":{"Saat":[0],"ini,":[1,31],"kemajuan":[2],"informasi":[3,120],"dan":[4,24,84,116,141],"teknologi":[5,56],"terus":[6],"mengalami":[7,20],"perkembangan":[8],"yang":[9,45,105,124,157],"pesat.":[10],"Meskipun":[11],"memberikan":[12],"kemudahan":[13],"bagi":[14,38],"manusia,":[15],"pengguna":[16,39,54],"internet":[17],"juga":[18],"bisa":[19],"risiko":[21],"dalam":[22,48,107,159],"keamanan":[23],"privasi":[25],"data":[26,88,139,144],"mereka.":[27],"Untuk":[28,51],"mengatasi":[29],"hal":[30],"UU":[32,49,67],"ITE":[33,68],"dibuat":[34],"sebagai":[35],"bentuk":[36],"perlindungan":[37],"internet.":[40],"Namun,":[41],"masih":[42],"banyak":[43],"masyarakat":[44],"melanggar":[46],"peraturan":[47],"ITE.":[50],"meningkatkan":[52],"kesadaran":[53],"internet,":[55],"Machine":[57],"Learning":[58],"digunakan":[59],"dengan":[60,73,86,136],"metode":[61],"Text":[62],"Mining":[63],"untuk":[64,128],"mengklasifikasikan":[65,160],"pelanggaran":[66,72],"berdasarkan":[69],"teks":[70,109],"kronologi":[71,91,110],"menggunakan":[74,98],"algoritma":[75,150],"Naive":[76,151],"Bayes.":[77],"Penelitian":[78],"ini":[79,147],"difokuskan":[80],"pada":[81,95],"pasal":[82,123],"27":[83],"28":[85],"total":[87,138,143],"sebanyak":[89],"245":[90],"pelanggaran.":[92],"Pada":[93],"implementasinya":[94],"aplikasi":[96],"web,":[97],"micro":[99],"web":[100],"framework":[101],"Python":[102],"yaitu":[103],"Flask":[104],"membantu":[106],"mengeksekusi":[108],"dari":[111],"text":[112],"pre-processing,":[113],"weighting,":[114],"learning,":[115],"testing":[117],"sehingga":[118],"menghasilkan":[119,154],"mengenai":[121],"ancaman":[122],"mempunyai":[125],"probabilitas":[126],"tinggi":[127,158],"dilanggar.":[129],"Hasil":[130],"penelitian":[131],"menunjukkan":[132,148],"akurasi":[133,156],"sebesar":[134],"80%":[135],"196":[137],"latih":[140],"49":[142],"uji.":[145],"Hal":[146],"bahwa":[149],"Bayes":[152],"mampu":[153],"tingkat":[155],"sebuah":[161],"teks.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-03-16T00:00:00"}