Perpaduan Metode Certainty Factor dan Forward Chaining untuk Menentukan Tingkat Stres Mahasiswa Tingkat Akhir Berbasis Android

Abstract

Students who are taking the final semester are students who are completing all their subjects, can take the final project provided they have met the number of credits set to obtain a bachelor's degree. In the process of making a final project, students are required to complete it within a predetermined time, this demand causes students to be depressed, causing stress that affects them in completing their final project and study period. Based on this problem, an Expert System Application was made to Diagnose Stress Levels in Final Year Students by Combining Certainty Factor Methods and Android-Based Forward Chaining Techniques to find out more clearly the level of stress experienced by final year students. The results of the diagnosis on the expert system application and the results of manual calculations on one of the data which is representative of the 200 student data, which produce the same level of confidence, each of which produces a confidence level of 97.97% and was diagnosed with mild stress.Keywords:Android, Certainty Factor, Forward Chaining, Final Year Students, Expert System, Stress.

Diagnosis of Maths Teaching Efficacy Beliefs Using Expert System

“…Where are computer programs capable of manipulating reasoning and learning to solve problems (Sayed, 2021). An expert knows something deeply in a field (Syahputri, Yetri, & Sari, 2022), and has experience in the field (Nurholis, Fauziah, & Natashia, 2021). Requirements needed in building an expert system based on knowledge acquisition, knowledge representation and decision support include heuristics as a source of designing knowledge, expert heuristics as a source of validation in creating designs, the structure of knowledge as a source that describes the dimension as a frame of content as a model, implementation of knowledge as a source to avoid potential and constant bias, agent-based systems and optimization, and create design alternatives (Choi & Kim, 2021).…”

Diagnosis of Maths Teaching Efficacy Beliefs Using Expert System

“…Where are computer programs capable of manipulating reasoning and learning to solve problems (Sayed, 2021). An expert knows something deeply in a field (Syahputri, Yetri, & Sari, 2022), and has experience in the field (Nurholis, Fauziah, & Natashia, 2021). Requirements needed in building an expert system based on knowledge acquisition, knowledge representation and decision support include heuristics as a source of designing knowledge, expert heuristics as a source of validation in creating designs, the structure of knowledge as a source that describes the dimension as a frame of content as a model, implementation of knowledge as a source to avoid potential and constant bias, agent-based systems and optimization, and create design alternatives (Choi & Kim, 2021).…”

Sistem Pakar Diagnosis Tingkat Stres Berbasis Android dengan Metode Certainty Factor

“…Nilai certainty factor digunakan untuk menunjukkan nilai kepastian terhadap suatu fakta dengan menggunakan persamaan (1) [17] [18]:…”

Expert System to Detect the Level of Parental Stress in Online Learning by Using Forward Chaining Method

“…First, the study conducted by Nurcholis et al who investigated the use of Expert System Application to diagnosed stress level experienced by the final year students that combined Certainty Factor Methods and android-based Forward Chaining method. The results of this study found that through manual calculations on one of the data obtained from 200 students achieve the same level of confidence, each confidence level was 97.97% and it was diagnosed with mild stress [11]. Furthermore, Levina and Birowo investigated the use of Forward Chaining method to determine the results of job stress screening.…”

Diagnosis of Maths Teaching Efficacy Beliefs Using Expert System

“…Where are computer programs capable of manipulating reasoning and learning to solve problems (Sayed, 2021). An expert knows something deeply in a field (Syahputri, Yetri, & Sari, 2022), and has experience in the field (Nurholis, Fauziah, & Natashia, 2021). Requirements needed in building an expert system based on knowledge acquisition, knowledge representation and decision support include heuristics as a source of designing knowledge, expert heuristics as a source of validation in creating designs, the structure of knowledge as a source that describes the dimension as a frame of content as a model, implementation of knowledge as a source to avoid potential and constant bias, agent-based systems and optimization, and create design alternatives (Choi & Kim, 2021).…”

Sistem Pakar Diagnosis Tingkat Stres Berbasis Android dengan Metode Certainty Factor

“…Nilai certainty factor digunakan untuk menunjukkan nilai kepastian terhadap suatu fakta dengan menggunakan persamaan (1) [17] [18]:…”

Expert System to Detect the Level of Parental Stress in Online Learning by Using Forward Chaining Method

“…First, the study conducted by Nurcholis et al who investigated the use of Expert System Application to diagnosed stress level experienced by the final year students that combined Certainty Factor Methods and android-based Forward Chaining method. The results of this study found that through manual calculations on one of the data obtained from 200 students achieve the same level of confidence, each confidence level was 97.97% and it was diagnosed with mild stress [11]. Furthermore, Levina and Birowo investigated the use of Forward Chaining method to determine the results of job stress screening.…”

Diagnosis of Maths Teaching Efficacy Beliefs Using Expert System

“…Where are computer programs capable of manipulating reasoning and learning to solve problems (Sayed, 2021). An expert knows something deeply in a field (Syahputri, Yetri, & Sari, 2022), and has experience in the field (Nurholis, Fauziah, & Natashia, 2021). Requirements needed in building an expert system based on knowledge acquisition, knowledge representation and decision support include heuristics as a source of designing knowledge, expert heuristics as a source of validation in creating designs, the structure of knowledge as a source that describes the dimension as a frame of content as a model, implementation of knowledge as a source to avoid potential and constant bias, agent-based systems and optimization, and create design alternatives (Choi & Kim, 2021).…”

Sistem Pakar Diagnosis Tingkat Stres Berbasis Android dengan Metode Certainty Factor

“…Nilai certainty factor digunakan untuk menunjukkan nilai kepastian terhadap suatu fakta dengan menggunakan persamaan (1) [17] [18]:…”

Expert System to Detect the Level of Parental Stress in Online Learning by Using Forward Chaining Method

“…First, the study conducted by Nurcholis et al who investigated the use of Expert System Application to diagnosed stress level experienced by the final year students that combined Certainty Factor Methods and android-based Forward Chaining method. The results of this study found that through manual calculations on one of the data obtained from 200 students achieve the same level of confidence, each confidence level was 97.97% and it was diagnosed with mild stress [11]. Furthermore, Levina and Birowo investigated the use of Forward Chaining method to determine the results of job stress screening.…”