Comparison of the Effectiveness of Certainty Factor vs Dempster-Shafer in the Determination of the Adolescent Learning Styles

W. Yulianti, Diki Arisandi, A. Syaf
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引用次数: 3

Abstract

Adolescent is a transition from child to adulthood. In this phase, many teenagers do not know their learning style, whether auditory, visual or kinesthetic. To analyze the way of adolescent learning required counseling from a psychologist. Furthermore, To maintain the objectivity of advice, technology can help the psychologists to build an expert system. This research discussed the expert system to determine of adolescent learning styles based on expert knowledge by comparing the effectiveness of demster-Shafer and certainty factor by referring at the process of calculation or processed data effectively and generating accurate confidence values. The results can be a reference for psychologists in determining learning styles so that it can be developed into an expert system application-based technology.
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确定性因素与Dempster-Shafer因素在青少年学习风格决定中的有效性比较
青春期是从儿童到成年的过渡时期。在这个阶段,许多青少年不知道他们的学习方式,无论是听觉,视觉还是动觉。分析青少年的学习方式需要心理学家的咨询。为了保持建议的客观性,技术可以帮助心理学家建立一个专家系统。本研究通过比较demster-Shafer和确定性因子的有效性,参考计算过程或有效处理数据,生成准确的置信度值,探讨了基于专家知识的青少年学习风格确定专家系统。研究结果可为心理学家确定学习风格提供参考,使其发展成为一种基于专家系统应用的技术。
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