?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=IMPLEMENTASI+ALGORITME+C4.5+UNTUK+KLASIFIKASI+KUALITAS%0D%0AMAHASISWA+BERDASARKAN+JALUR+PENERIMAAN%0D%0A(STUDI+KASUS%3A+JURUSAN+ILMU+KOMPUTER%0D%0AFAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%0D%0A%0D%0AUNIVERSITAS+LAMPUNG)&rft.creator=ALDILA%2C+1717051076&rft.subject=004+Pemrosesan+data+dan+ilmu+komputer&rft.description=The+Department+of+Computer+Science+is+one+of+the+majors+in+the+Faculty+of%0D%0AMathematics+and+Natural+Sciences%2C+University+of+Lampung.+Every+5+years%2C%0D%0Auniversities+including+majors+in+it+require+a+process+to+evaluate+the+quality+of%0D%0Astudents+and+maintain+their+accreditation.+The+quality+of+students+can+be+seen+from%0D%0AGPA%2C+years+of+study%2C+thesis+time%2C+admission%2C+and+others.+The+percentage+of+student%0D%0Aquality+can+affect+the+assessment+when+accrediting.+This+study+aims+to+analyze+the%0D%0Adata+of+graduate+students+from+the+Department+of+Computer+Science%2C+University+of%0D%0ALampung+using+data+mining+classification+techniques+and+algorithm+C4.5+decision%0D%0Atree+to+produce+information+about+the+quality+of+graduate+students+based+on+the%0D%0ASNMPTN+and+SBMPTN+admission.+The+data+mining+method+used+in+the%0D%0Aclassification+is+the+Cross+Industry+Standard+Process+for+Data+Mining+(CRISP-DM)%0D%0Aand+utilizes+RapidMiner+software+in+the+application+of+algorithms+C4.5+to+produce%0D%0Adecision+trees.+This+study+divided+the+quality+of+students+into+three+classes+based+on%0D%0Athe+SNMPTN+and+SBMPTN+admission.+Based+on+the+results%2C+old+classification+years%0D%0Aof+study+become+the+most+influential+attributes+and+students+from+the+SBMPTN+track%0D%0Aare+qualified+better.+The+classification+process+produces+an+accuracy+value+of%0D%0A99.03%25+with+an+error+rate+of+0.97%25%2C+which+refering+to+an+excellent+classification.%0D%0A%0D%0AKeywords+%3A+Admission+Path%3B+Algorithm+C4.5%3B+Classification%3B+Student%0D%0A%0D%0AGraduation%3B%0D%0AJurusan+S1+Ilmu+Komputer+adalah+salah+satu+jurusan+yang+ada+di+Fakultas%0D%0AMatematika+dan+Ilmu+Pengetahuan+Alam+Universitas+Lampung.+Setiap+5+tahun%0D%0Asekali+perguruan+tinggi+maupun+jurusan+didalamnya+memerlukan+proses+untuk%0D%0Amengevaluasi+kualitas+mahasiswa+dan+mempertahankan+akreditasi+yang+dimiliki.%0D%0AKualitas+mahasiswa+dapat+dilihat+dari+IPK%2C+waktu+studi%2C+waktu+skripsi%2C+jalur%0D%0Apenerimaan%2C+dan+lainnya.+Persentase+kualitas+mahasiswa+dapat+mempengaruhi%0D%0Apenilaian+saat+akreditasi.+Penelitian+ini+bertujuan+untuk+menganalisis+data%0D%0Amahasiswa+lulusan+dari+Jurusan+Ilmu+Komputer+Universitas+Lampung%0D%0Amenggunakan+teknik+klasifikasi+data+mining+dan+pohon+keputusan+algoritme+C4.5%0D%0Auntuk+menghasilkan+informasi+mengenai+kualitas+dari+mahasiswa+lulusan%0D%0Aberdasarkan+jalur+penerimaan+SNMPTN+dan+SBMPTN.+Metode+data+mining+yang%0D%0Adigunakan+dalam+klasifikasi+yaitu+Cross+Industry+Standard+Process+for+Data%0D%0AMining+(CRISP-DM)+dan+memanfaatkan+software+RapidMiner+dalam+penerapan%0D%0Aalgoritme+C4.5+untuk+menghasilkan+pohon+keputusan.+Penelitian+ini+membagi%0D%0Akualitas+mahasiswa+menjadi+tiga+kelas+berdasarkan+jalur+penerimaan+SNMPTN+dan%0D%0ASBMPTN.+Berdasarkan+hasil+klasifikasi+lama+studi+menjadi+atribut+paling%0D%0Aberpengaruh+dan+mahasiswa+jalur+SBMPTN+lebih+unggul+kualitasnya.+Proses%0D%0Aklasifikasi+menghasilkan+nilai+akurasi+sebesar+99%2C03%25+dengan+error+rate+sebesar%0D%0A0%2C97%25+yang+tergolong+dalam+excellent+classification.%0D%0A%0D%0AKeywords+%3A+Algoritma+C4.5%3B+Kelulusan+Mahasiswa%3B+Klasifikasi%3B+Jalur%0D%0A%0D%0APenerimaan&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%2F62595%2F1%2F1.%2520ABSTRAK%2520-%2520Aldila%2520aldila.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F62595%2F2%2F2.%2520SKRIPSI%2520FULL%2520-%2520Aldila%2520aldila.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F62595%2F3%2F3.%2520SKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN%2520-%2520Aldila%2520aldila.pdf&rft.identifier=++ALDILA%2C+1717051076++(2021)+IMPLEMENTASI+ALGORITME+C4.5+UNTUK+KLASIFIKASI+KUALITAS+MAHASISWA+BERDASARKAN+JALUR+PENERIMAAN+(STUDI+KASUS%3A+JURUSAN+ILMU+KOMPUTER+FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM+UNIVERSITAS+LAMPUNG).++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F62595%2F