Evaluasi Perpustakaan Digital Menggunakan Fuzzy Evaluation Membership Degree Transformation New Algorithm M(1,2,3)

Jurnal dibuat oleh : Riah Ukur Ginting1, Rocky Y Dillak2

1Jurusan Matematika FMIPA USU

2Jurusan Teknik Informatika, AMIKOM

Jurnal dapat di unduh di : http://journal.uii.ac.id/index.php/Snati/article/viewFile/2949/2721

 

Metode yang digunakan pada jurnal ini yaitu fuzzy comprehensive yang menggunakan metode membership degree transformation new algorithm M(1,2,3). Hal ini dilakukan untuk memperoleh hasil evaluasi yang baik, maka metodenya pun haruslah tepat. Metode tersebut dipilih karena dirasa mampu menangani permasalahan yang ada, seperti dalam pemrosesan data evaluasi menggunakan multi atribut.

New algorithm adalah suatu algoritma transformasi derajat keanggotaan yang menggunakan cara data mining berdasarkan entropy. Algoritma ini digunakan untuk mendapatkan informasi bobot pembeda pada keanggotaan setiap atribut. New algorithm pada transformasi tingkat keanggotaan mempunyai tiga langkah perhitungan yaitu: (i) bobot pembeda, (ii) nilai efektif dan (iii) nilai perbandingan yang dinotasikan sebagai M(1,2,3).

Pemberian bobot pada semua atribut (kriteria dan subkriteria) dalam penelitian ini akan dilakukan menggunakan algoritma genetika yang akan digunakan dalam proses perhitungan M(1,2,3). Dalam pemberian bobot menggunakan algoritma genetika terdapat tiga pendekatan yakni pendekatan obyektif, subyektif dan integrasi antara subyektif dan obyektif.  Dalam jurnal tersebut digunakan algoritma genetika dengan pendekatan obyektif.

Dari hasil penelitian dalam jurnal tersebut di dapat hasil bahwa index yang mengalami duplikasi data pada keanggotaan objek dapat di eliminasi karena index tidak terlalu berpengaruh terhadap perhitungan evaluasi. Metode M(1,2,3) dapat digunakan untuk melakukan evaluasi terhadap kepuasn penggunaan perpustakaan digital , dengan hasil :

C1 (sangat baik) = 24%

C2 (baik) = 64,4%

C3 (umum) = 9,5%

C4 (buruk) = 2,1%

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