?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=IMPLEMENTASI+ALGORITMA+NA%C3%8FVE+BAYES+UNTUK+SISTEM%0D%0AREKOMENDASI+TOPIK+PENELITIAN+PADA+JURUSAN+ILMU%0D%0AKOMPUTER+UNIVERSITAS+LAMPUNG+BERBASIS+KLASIFIKASI&rft.creator=DIANA+ROHMA%2C+1717051060&rft.subject=004+Pemrosesan+data+dan+ilmu+komputer&rft.description=Algoritma+na%C3%AFve+bayes+merupakan+algoritma+Klasifikasi+bersifat+statistik+yang%0D%0Adilakukan+berdasarkan+data+training+sebagai+proses+klasifikasi+untuk+data+baru.%0D%0ASalah+satu+penerapan+algortima+na%C3%AFve+bayes+adalah+pembuatan+sistem+rekomendasi%0D%0Atopik+penelitian+pada+jurusan+ilmu+komputer+universitas+lampung.+Jurusan+ilmu%0D%0Akomputer+memiliki+beberapa+konsentrasi+tema+topik+penelitian+sebagai+acuan+untuk%0D%0Amenentukan+judul+penelitian.+Meskipun+banyak+tema+yang+dapat+diambil+oleh%0D%0Amahasiswa%2C+Saat+ini+masih+banyak+mahasiswa+yang+kesulitan+dalam+menentukan%0D%0Atopik+penenlitian.+Oleh+karena+itu+diperlukan+sistem+rekomendasi+untuk%0D%0Amemudahkan+mahasiswa+dalam+menentukan+topik+penelitian.+Penelitian+ini%0D%0Amembahas+tentang+sistem+rekomendasi+yang+menerapkan+algoritma+na%C3%AFve+bayes%0D%0Adengan+menggunakan+240+data+mahasiswa+jurusan+ilmu+komputer+universitas%0D%0Alampung+yang+telah+selesai+pendidikan+tinggi+negri+dengan+pembagian+data+sebesar%0D%0A90%25+sebagai+data+training+dan+10%25+sebagai+data+testing.+Berdasarkan+proses%0D%0Apembangunan+sistem+rekomendasi%2C+digunakan+dua+tahapan+penting+pada+penelitian%0D%0Ayaitu+yang+pertama+pemgembangan+machine+learning+dengan+algoritma+klasifikasi%0D%0Ana%C3%AFve+bayes+pada+bahasa+pemrograman+python+yang+menggunakan+evaluasi+model%0D%0Aconfution+matrix+dan+mendapatkan+akurasi+sebesar+68%25.+Yang+kedua%0D%0Apengembangan+sistem+dilakukan+dengan+menggunakan+framework+Flask+dengan%0D%0Atahapan+pengerjaan+menggunakan+metode+Extreme+Programming+dan+telah%0D%0Amenggunakan+pengujian+black+box+testing+dengan+teknik+Equivalence+Partitioning%0D%0Ayang+menunjukan+hasil+bahwa+sistem+telah+berjalan+sesuai+dengan+kebutuhan+yang%0D%0Adiharapkan.%0D%0A%0D%0AKata+Kunci+%3A+sistem+rekomendasi%2C+klasifikasi%2C+na%C3%AFve+bayes%2C+flask%2C+black+bos+testing.%0D%0ANave+Bayes+algorithm+is+a+statistical+classification+algorithm+that+is+implemented%0D%0Abased+on+training+data+as+a+classification+process+for+new+data.+One+implementation%0D%0Aof+the+Nave+Bayes+algorithm+is+the+creation+of+a+research+topic+recommendation%0D%0Asystem+at+the+computer+science+department+at+the+University+of+Lampung.+The%0D%0Acomputer+science+department+has+several+concentrations+of+research+topic+themes%0D%0Aas+a+reference+for+determining+research+titles.+Although+there+are+many+themes+that%0D%0Acan+be+taken+by+students%2C+currently+there+are+many+students+who+have+difficulty+in%0D%0Adetermining+research+topics.+Therefore%2C+a+recommendation+system+is+needed+to%0D%0Amake+it+easier+for+students+to+determine+research+topics.+In+this+study%2C+a%0D%0Arecommendation+system+was+built+that+applies+the+nave+Bayes+algorithm+by+using%0D%0A240+data+of+computer+science+students+at+the+University+of+Lampung+who+have%0D%0Acompleted+higher+state+education+that+is+used+90%25+as+training+data+and+10%25+as%0D%0Atesting+data.+Based+on+the+recommendation+system+development+process.+Two%0D%0Aimportant+stages+were+used+in+the+research%2C+the+first+was+the+development+of%0D%0Amachine+learning+with+the+nave+Bayes+classification+algorithm+in+the+python%0D%0Aprogramming+language+which+used+the+evaluation+of+the+confusion+matrix+model%0D%0Aand+obtained+an+accuracy+of+68%25.+The+second%2C+system+development+is+carried+out%0D%0Ausing+the+Flask+framework+with+the+stages+of+work+using+the+Extreme+Programming%0D%0Amethod+and+has+used+black+box+testing+with+the+Equivalence+Partitioning+technique%0D%0Awhich+shows+the+results+that+the+system+has+been+running+as+expected.%0D%0A%0D%0AKeywords%3A+recommendation+system%2C+classification%2C+nave+bayes%2C+flask%2C+black+bos%0D%0Atesting.&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2021&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F62717%2F1%2FABSTRAK%2520-%2520diana%2520rohma.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F62717%2F2%2FSKRIPSI%2520FULL%2520-%2520diana%2520rohma.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F62717%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN%2520-%2520diana%2520rohma.pdf&rft.identifier=++DIANA+ROHMA%2C+1717051060++(2021)+IMPLEMENTASI+ALGORITMA+NA%C3%8FVE+BAYES+UNTUK+SISTEM+REKOMENDASI+TOPIK+PENELITIAN+PADA+JURUSAN+ILMU+KOMPUTER+UNIVERSITAS+LAMPUNG+BERBASIS+KLASIFIKASI.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F62717%2F