?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=IMPLEMENTASI+ALGORITMA+K-NEAREST+NEIGHBOR+UNTUK%0D%0ASISTEM+REKOMENDASI+TOPIK+PENELITIAN+PADA+JURUSAN+ILMU%0D%0AKOMPUTER+UNIVERSITAS+LAMPUNG+BERBASIS+KLASIFIKASI&rft.creator=NONIK+AISYAH%2C+1717051011&rft.subject=004+Pemrosesan+data+dan+ilmu+komputer&rft.description=Topik+penelitian+adalah+landasan+dasar+yang+dimiliki+mahasiswa+dalam+melakukan%0D%0Asebuah+penelitian.+Topik+penelitian+sangat+penting+bagi+mahasiswa+tingkat+akhir%0D%0Adalam+menyelesaikan+skripsi+salah+satunya+di+Jurusan+Ilmu+Komputer%2C+maka+untuk%0D%0Amempermudah+dalam+menentukan+topik+penelitian+dengan+memanfaatkan+sistem%0D%0Arekomendasi.+Tujuan+dari+penelitian+ini+untuk+merekomendasikan+topik+penelitian%0D%0Apada+mahasiswa+Jurusan+Ilmu+Komputer+Universitas+Lampung+menggunakan%0D%0Aalgoritma+K-nearest+neighbor.+Algoritma+K-nearest+neighbor+adalah+suatu+model%0D%0Apendukung+keputusan+yang+dapat+mengkasifikasikan+data+berdasarkan+jarak%0D%0Aterdekat+dengan+memanfaatkan+data+mahasiswa+Jurusan+Ilmu+Komputer+yang+telah%0D%0Alulus.+Metode+yang+digunakan+pada+sistem+yaitu+extreme+programming+dengan%0D%0Atahapan+meliputi+%3A+planning%2C+design%2C+coding%2C+dan+testing.+Data+yang+digunakan+yaitu%0D%0Adata+yang+diperoleh+dari+pengelola+server+siakadu%2C+UPT+TIK+Universitas+Lampung%0D%0Apada+tahun+2016+%E2%80%93+2019.+Variabel+independen+yang+digunakan+yaitu+35+data%0D%0Amatakuliah+dan+variabel+dependen+yaitu+14+kategori+penelitian+mahasiswa+yang%0D%0Atelah+lulus.+Output+dari+sistem+ini+yaitu+hasil+prediksi+kategori+topik+penelitian.%0D%0AHasil+pengujian+menunjukkan+model+terbaik+dengan+tetangga+terdekat+yaitu+3+dan%0D%0Apendekatan+jarak+terbaik+yaitu+manhattan+distance+menghasilkan+accuracy+sebesar%0D%0A82%25%2C+precision+sebesar+82%25+dan+recall+sebesar+82%25.+Pengujian+sistem%0D%0Amenggunakan+black-box+testing+menunjukkan+setiap+kasus+uji+berhasil%0D%0Amenghasilkan+output+yang+sesuai+sehingga+dapat+membantu+mahasiswa+untuk%0D%0Amenentukan+topik+penelitian.%0D%0AKata+Kunci%3A+K-nearest+neighbor%2C+Klasifikasi%2C+Sistem+Rekomendasi%2C+Extreme%0D%0A%0D%0AProgramming%0D%0AThe+research+topic+is+the+basic+foundation+that+students+have+in+conducting+a%0D%0Aresearch.+This+research+topic+is+very+necessary+by+final+year+students+in+completing%0D%0Atheir+thesis%2C+one+of+which+is+in+the+Department+of+Computer+Science+.+This+makes+it%0D%0Aeasier+to+determine+research+topics+by+utilizing+a+recommendation+system.+The%0D%0Apurpose+of+this+study+is+to+recommend+research+topics+to+students+of+the+Department%0D%0Aof+Computer+Science%2C+University+of+Lampung+using+the+K-nearest+neighbor%0D%0Aalgorithm.+The+K-nearest+neighbor+algorithm+is+a+decision+support+model+that+can%0D%0Aclassify+data+based+on+the+closest+distance+by+utilizing+data+from+students+of+the%0D%0AComputer+Science+Department+who+have+graduated.+The+method+used+in+this%0D%0Asystem+is+extreme+programming+with+stages+including%3A+planning%2C+designing%2C+coding%2C%0D%0Aand+testing.+The+data+used+is+data+obtained+from+the+ICT+server+manager+of+UPT%0D%0ASiakadu%2C+University+of+Lampung+in+2016+%E2%80%93+2019.+The+independent+variables+used%0D%0Aare+35+course+data+and+the+dependent+variable+is+14+research+categories+of+students%0D%0Awho+have+graduated.+The+output+of+this+system+is+prediction+of+research+topic%0D%0Acategory.+The+test+results+will+show+that+the+best+model+with+the+nearest+neighbor+is%0D%0A3+and+the+best+distance+approach+is+the+Manhattan+distance%2C+resulting+in+82%25%0D%0Aaccuracy%2C+82%25+precision+and+82%25+recall%2C+and+system+testing+using+black+box+testing%0D%0Awhich+shows+that+each+test+case+successfully+produces+the+right+output+so+that+it+can%0D%0Ahelp+students+in+determining+their+research+topic.%0D%0AKeywords%3A+K-nearest+neighbor%2C+Classification%2C+Recommendation+System%2C+Extreme%0D%0A%0D%0AProgramming&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%2F61896%2F1%2FABSTRAK%2520-%2520nonik%2520aisyah.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61896%2F2%2FSKRIPSI%2520FULL%2520-%2520nonik%2520aisyah.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61896%2F3%2FSKRIPSI%2520TANPA%2520PEMBAHASAN%2520-%2520nonik%2520aisyah.pdf&rft.identifier=++NONIK+AISYAH%2C+1717051011++(2021)+IMPLEMENTASI+ALGORITMA+K-NEAREST+NEIGHBOR+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%2F61896%2F