?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=ANALISA+KLASIFIKASI+KUALITAS+MAHASISWA+LULUSAN%0D%0ABERDASARKAN+JALUR+PENERIMAAN+MENGGUNAKAN%0D%0AALGORITMA+C+4.5%0D%0A(STUDI+KASUS+%3A+UNIVERSITAS+LAMPUNG)&rft.creator=RESALINA+OKTARIA%2C+1415061036&rft.subject=600+Teknologi+(ilmu+terapan)&rft.subject=620+Ilmu+teknik+dan+ilmu+yang+berkaitan&rft.description=Perguruan+tinggi+tiap+tahunnya+memerlukan+proses+evaluasi+mutu+bersadarkan%0D%0Astandar+Badan+Akreditasi+Nasional-Perguruan+Tinggi+(BAN-PT).+Sehingga%0D%0Aperguruan+tinggi+harus+mengetahui+kondisi+mahasiswanya+guna+mengevaluasi+dan%0D%0Amempertahankan+Angka+Edukasi+Efesiensi+(AEE)+perguruan+tinggi+tersebut.+Salah%0D%0Asatu+standar+yang+telah+ditetapkan+oleh+BAN-PT+adalah+kualitas+mahasiswa+lulusan%0D%0Ayang+dapat+dilihat+dari+IPK%2C+ketepatan+menyelesaikan+studi%2C+skripsi%2C+jalur%0D%0Apenerimaan+dan+lainnya.+Seleksi+Nasional+Masuk+Perguruan+Tinggi+(SNMPTN)%0D%0Adan+Seleksi+Bersama+Masuk+Perguruan+Tinggi+(SBMPTN)+merupakan+bagian+dari%0D%0Ajalur+penerimaan+yang+ada+di+Universitas+Lampung+(UNILA).+Tujuan+dari%0D%0Apenelitian+ini+adalah+memberikan+informasi+mengenai+klasifikasi+kualitas%0D%0Amahasiswa+lulusan+UNILA+berdasarkan+jalur+penerimaan+SNMPTN+dan+SBMPTN%0D%0Adengan+teknik+data+mining+memanfaatkan+software+rapidminer+dalam+penerapan%0D%0AAlgoritma+C4.5+dan+menggunakan+metode+penelitian+Cross+Industry+Standard%0D%0AProcess+for+Data+Mining+(CRIPS-DM).+Data+yang+digunakan+dalam+penelitian+ini%0D%0Amerupakan+data+mahasiswa+lulusan+jalur+penerimaan+SBMPTN+dan+SNMPTN+pada%0D%0Atahun+2013-2017.+Hasil+dari+penelitian+ini+yaitu+mahasiswa+lulusan+dengan+kualitas%0D%0Akategori+kelas+I+sebanyak+46%25+pada+jalur+penerimaan+SBMPTN%2C+28%25+jalur%0D%0Apenerimaan+SNMPTN+dan+kategori+kelas+II+sebanyak+11%25+jalur+penerimaan%0D%0ASBMPTN+dan+15%25+jalur+penerimaan+SNMPTN.+Hasil+pemodelan+decision+tree%0D%0Amendapatkan+nilai+akurasi+sebesar+97%2C46%25+dengan+nilai+error+sebesar+0%2C98%25+serta%0D%0Anilai+Area+Under+Curve+(AUC)+sebesar+0%2C973+dengan+nilai+error+0%2C014+yang%0D%0Atergolong+ke+dalam+excellent+classification.%0D%0AKata+kunci+%3A+data+mining%2C+Algoritma+C4.5%2C+CRISP-DM%2C+kualitas+mahasiswa%2C%0D%0Ajalur+penerimaan%0D%0A%0D%0A%0D%0AUniversities+need+a+quality+evaluation+process+based+on+the+standards+of+the%0D%0ANational+Accreditation+Agency+for+Higher+Education+(BAN-PT)+every+year.%0D%0ATherefore%2C+it+is+necessary+for+universities+knowing+the+students+to+evaluate+and+to%0D%0Amaintain+the+University's+Education+Efficiency+Number+(AEE).+One+of+the%0D%0Astandards+that+has+been+determined+by+BAN-PT+is+the+quality+of+students+that+can%0D%0Abe+seen+from+the+GPA%2C+the+accuracy+of+completing+studies%2C+thesis%2C+path+admission%2C%0D%0Aand+others.+The+National+Selection+for+Higher+Education+(SNMPTN)+and+Joint%0D%0ASelection+for+Higher+Education+(SBMPTN)+are+part+of+the+path+admission+at+the%0D%0AUniversity+of+Lampung+(UNILA).+The+purpose+of+this+study+is+to+provide%0D%0Ainformation+about+the+quality+of+students+based+on+SNMPTN+and+SBMPTN%0D%0Aadmission+with+data+mining+techniques+using+RapidMiner+software+in+the%0D%0Aapplication+of+the+C4.5+algorithm+and+using+the+research+method+of+the+CrossIndustry+Standard+Process+for+Data+Mining+(CRIPS-DM).+The+data+used+in+this%0D%0Astudy+is+the+data+of+students+with+SBMPTN+and+SNMPTN+path+admission+in+2013%0D%0Auntil+2017.+The+results+of+this+study+were+students+who+has+graduated+of+class+I%0D%0Aquality+was+46%25+from+the+SBMPTN+path+admission%2C+28%25+of+the+SNMPTN+path%0D%0Aadmission%2C+and+class+II+category+was+11%25+from+the+SBMPTN+path+admission%2C+and%0D%0A15%25+from+the+SNMPTN+path+admission.+The+results+of+accuracy+obtained+in%0D%0Adecision+tree+modeling+got+an+accuracy+value+of+97.46%25+with+an+error+value+of%0D%0A0.98%25+and+the+value+of+Area+Under+Curve+(AUC)+of+0.973+with+an+error+value+of%0D%0A0.014+which+is+classified+into+a+excellent+classification.%0D%0AKeywords%3A+data+mining%2C+C4.5+algorithm%2C+CRISP-DM%2C+student+quality%2C+path%0D%0Aadmission.&rft.publisher=Fakultas+Teknik&rft.date=2019-03-25&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F56634%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F56634%2F3%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F56634%2F2%2FSKRIPSI%2520TANPA%2520PEMBAHASAN.pdf&rft.identifier=++RESALINA+OKTARIA%2C+1415061036++(2019)+ANALISA+KLASIFIKASI+KUALITAS+MAHASISWA+LULUSAN+BERDASARKAN+JALUR+PENERIMAAN+MENGGUNAKAN+ALGORITMA+C+4.5+(STUDI+KASUS+%3A+UNIVERSITAS+LAMPUNG).++Fakultas+Teknik%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F56634%2F