Neural Networks and Rules-based Systems used to Find Rational and Scientific Correlations between being Here and Now with Afterlife Conditions
February 17, 2026
Neural Networks and Rules-based Systems used to Find Rational and
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The purpose of this study was to determine the best model in predicting ihsan behavior, especially during the Covid 19 pandemic as it is currently from eight ihsan character: ambitious, certain/confident, courageous, hard-working, enthusiastic, patient and persistent, generous, and grateful. The method of research was survey and 215 students at As Syafi’iyah Islamic University were selected as the sample. The results revealed that: a) only three out of eight qualities that significantly influenced the development of ihsan behavior, namely ambitious, patient & persistent, and generous; b) the qualities of ambitious, patient & persistent, and generous simultaneously contributed to shaping ihsan behavior by 58.5%; c) the best mathematical model to predict ihsan behavior was Y=-0.465+0.211X1+0.413X2+0.453X3 (X1=ambitious; X2=patient & persistent; X3=generous); d) being generous served as the quality with the highest sensitivity of the effect on ihsan behavior (always do the good deeds) development, followed by patient & persistent and ambitious.
a_ilyas_ismail. 2021. \u201cStrengthening Ihsan Behavior (Always do the Good Deeds)\u201d. Global Journal of Human-Social Science - G: Linguistics & Education GJHSS-G Volume 21 (GJHSS Volume 21 Issue G5): .
Crossref Journal DOI 10.17406/GJHSS
Print ISSN 0975-587X
e-ISSN 2249-460X
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Neural Networks and Rules-based Systems used to Find Rational and
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The purpose of this study was to determine the best model in predicting ihsan behavior, especially during the Covid 19 pandemic as it is currently from eight ihsan character: ambitious, certain/confident, courageous, hard-working, enthusiastic, patient and persistent, generous, and grateful. The method of research was survey and 215 students at As Syafi’iyah Islamic University were selected as the sample. The results revealed that: a) only three out of eight qualities that significantly influenced the development of ihsan behavior, namely ambitious, patient & persistent, and generous; b) the qualities of ambitious, patient & persistent, and generous simultaneously contributed to shaping ihsan behavior by 58.5%; c) the best mathematical model to predict ihsan behavior was Y=-0.465+0.211X1+0.413X2+0.453X3 (X1=ambitious; X2=patient & persistent; X3=generous); d) being generous served as the quality with the highest sensitivity of the effect on ihsan behavior (always do the good deeds) development, followed by patient & persistent and ambitious.
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