?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=KINERJA+NA%C3%8FVE+BAYES+CLASSIFIER+PADA+PENYARINGAN+SHORT%0D%0AMESSAGE+SERVICE+(SMS)+SPAM&rft.creator=PUTRI+%2C+APRICIA&rft.subject=500+ilmu+pengetahuan+alam+dan+matematika&rft.description=Na%C3%AFve+Bayes+juga+dikenal+multinomial+Na%C3%AFve+Bayes+ialah+metode+klasifikasi+yang%0D%0Amenggunakan+metode+probabilitas+serta+statistik.+Metode+ini+ialah+model%0D%0Aalgoritma+Bayes+yang+disederhanakan%2C+sesuai+untuk+mengklasifikasikan+teks+atau%0D%0Adokumen.+Metode+yang+digunakan+dalam+penelitian+ini+adalah+metode+Na%C3%AFve%0D%0ABayes+merupakan+teknik+analisis+klasifikasi+pada+data+SMS.+Metode+ini%0D%0Adigunakan+untuk+mengklasifikasikan+SMS+yang+ada+apakah+SMS+tersebut+spam%0D%0Aatau+bukan+spam+(ham).+Dalam+beberapa+pembagian+data+training+dan+data%0D%0Atesting+hasil+akurasi+yang+diperoleh+sebesar+97%25+dengan+menggunakan%0D%0Aperbandingan+60+%3A+40.+Karena+dijaman+sekarang+SMS+merupakan+media%0D%0Akomunikasi+yang+paling+sering+digunakan.+Seiring+dengan+meningkatnya%0D%0Aintensitas+pengunaan+SMS+ini+dimanfaatkan+oleh+beberapa+orang+yang+tidak%0D%0Abertanggung+jawab+untuk+melakukan+tindak+kriminal+seperti+penipuan+melalui%0D%0Amedia+SMS.+SMS+yang+disalahgunakan+inilah+yang+disebut+spam.+Oleh+karena%0D%0Aitu+pemanfaatan+informasi+ini+memerlukan+teknik+analisis+sehingga+informasi%0D%0Ayang+dihasilkan+dapat+membantu+banyak+pihak+yang+ada.%0D%0AKata+kunci%3A+Naive+Bayes%2C+SMS+spam%2C+Klasifikasi.%0D%0ANa%C3%AFve+Bayes+also+known+as+multinomial+Na%C3%AFve+Bayes+is+a+classification+method%0D%0Athat+uses+probability+and+statistical+methods.+This+method+is+a+simplified+Bayes%0D%0Aalgorithm+model%2C+suitable+for+classifying+text+or+documents.The+method+used+in%0D%0Athis+research+is+methodNaive+Bayesis+a+classification+analysis+technique+on+SMS%0D%0Adata.+This+method+is+used+to+classify+existing+SMS+whether+the+SMS+is+spam+or+not%0D%0Aspam+(ham).+In+several+divisions+of+training+data+and+testing+data%2C+the+accuracy%0D%0Aobtained+is+97%25+using+a+ratio+of+60%3A+40.BecauseToday%2C+SMS+is+the+most+frequently%0D%0Aused+communication+medium.+Coupled+with+the+increasing+intensity+of+SMS+usage%2C%0D%0Ait+is+used+by+some+irresponsible+people+to+commit+criminal+acts+such+as+fraud+via%0D%0ASMS+media.+This+misused+SMS+is+called+spam.+Therefore%2C+the+utilization+of+this%0D%0Ainformation+requires+analytical+techniques+so+that+the+resulting+information+can%0D%0Ahelp+many+existing+parties.%0D%0AKeyword%3A+Naive+Bayes%2C+SMS+spam%2C+classification&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2023-06-13&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F74244%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F74244%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F74244%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++PUTRI+%2C+APRICIA++(2023)+KINERJA+NA%C3%8FVE+BAYES+CLASSIFIER+PADA+PENYARINGAN+SHORT+MESSAGE+SERVICE+(SMS)+SPAM.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C++UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F74244%2F