RAHMA, Yusiana and Mustafid, Mustafid and Surarso, Bayu (2023) SISTEM PAKAR PENILAIAN KUALITAS LULUSAN MAHASISWA MENGGUNAKAN LOGIKA FUZZY DAN CERTAINTY FACTOR. Masters thesis, UNIVERSITAS DIPONEGORO.

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Abstract

Mencermati persaingan di dunia kerja, Perguruan Tinggi dituntut untuk mencetak lulusan mahasiswa dengan kompetensi yang lebih. Dengan sumber daya yang sudah ada dilakukan monitoring penilaian kualitas lulusan menjadi solusi dengan metode perhitungan untuk indikator utama. Penelitian bertujuan menerapkan sistem pakar menggunakan logika Fuzzy dan certainty factor dalam penilaian kualitas lulusan mahasiswa dengan berdasarkan varibel yang sudah ditentukan yaitu kepribadian, akademik, sosial dan kreatifitas serta kualifikasi akademik. Pengukuran penilaian lulusan mahasiswa dengan cara akurasi menggunakan algoritma logika fuzzy dengan mengkombinasikan Certainty Factor pada sistem pakar untuk memberikan penilaian kualitas terhadap lulusan mahasiswa. Hasil penelitian berupa nilai per variabel yang sudah ditentukan hingga terdapat saran dan kesimpulan dari penilaian mahasiswa.
Kata Kunci: Sistem Pakar, Penilaian, Kualitas, Mahasiswa, Logika Fuzzy, Certainty factor

Observing the competition in the world of work, universities are required to print graduate students with more competence. With the existing resources, monitoring the quality assessment of graduates becomes a solution with calculation methods for the main indicators. The research aims to implement an expert system using Fuzzy logic and certainty factor in assessing the quality of graduate students based on variables that have been determined, namely personality, academic, social and creativity and academic qualifications. Measurement of graduate student assessment with accuracy using fuzzy logic algorithm by combining Certainty Factor in expert system to provide quality assessment of graduate students. The results of the study in the form of value per variable that has been determined until there are suggestions and conclusions from student assessments.
Keywords: Expert System, Assessment, quality, students, Fuzzy Logic, certainty factor

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