Penerapan Algoritma Certainty Factor dalam Sistem Pakar Berbasis Website untuk Menganalisis Kemampuan Literasi dan Numerasi Siswa di Bidang Pendidikan. (Application of the Certainty Factor Algorithm in a WebsiteBased Expert System to Analyze Students' Literacy and Numeracy Skills in the Field of Education).

Prambudi, Rizal (2023) Penerapan Algoritma Certainty Factor dalam Sistem Pakar Berbasis Website untuk Menganalisis Kemampuan Literasi dan Numerasi Siswa di Bidang Pendidikan. (Application of the Certainty Factor Algorithm in a WebsiteBased Expert System to Analyze Students' Literacy and Numeracy Skills in the Field of Education). Undergraduate thesis, Universitas 17 Agustus 1945 Surabaya.

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Abstract

Education has an important role to play in building people's capacity to use renewable technologies and developing their own capacity to create sustainable growth and development. Education is useful for a more valuable life. Education builds broader human capacities, and is at the core of what development means. Education is very important, one of which is literacy and numeracy skills in elementary school children where the competencies are very basic in nature. Based on this discussion, the authors conducted research on the analysis of literacy and numeracy abilities of elementary school students so that educators could find out the strengths and weaknesses of students in the field of numeracy literacy. There are several stages in the research process. The first is conducting interviews with an expert or teacher to obtain indicator and competency data. After getting all the data, an expert system is created using the certainty factor algorithm. The literacy and numeracy expert system works by calculating the value per indicator from experts and students with the certainty factor formula. After the system calculates the results of the diagnosis and special treatment for students will appear. In the final stage, Black Box and System Usability Scale testing was carried out on website-based applications. Testing shows that the proposed system requirements meet expectations and work well. The results show that the performance of the application shows an accuracy value of 85.29% and the results of the System Usability Scale test show a value of 71.18 which indicates that this implementation has an acceptance level that meets the standards. Kata Kunci : Expert System, Certainty Factor, Numerical Literacy

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