Application of Rough Set, GSM and MSM to Analyze Learning Outcome—An Example of Introduction to Education
نویسندگان
چکیده
Introduction to education is one of the basic courses in teacher education professional education, it covers a wide range of subjects. Thus, in order to practice the management teaching goals, the interdisciplinary developed mathematical tools are applied for the study. The participants of this study are students in course of introduction to education, and the research instruments applied are rough set, grey structural modeling (GSM), and matrix based-structural modeling (MSM). The purposes of this paper are: 1) To logically analyze educational datasets to practice the scientific traits in education; 2) To benefit from directed hierarchical analysis to identify and propose action planning; 3) To construct core-oriented educational structure as the criterion-reference for onelesson-multiple-design and to provide the whole scope and visualized analysis with GSM and MSM.
منابع مشابه
Need to define and measure "learning outcomes" in medical education
Introduction: Learning outcomes are defined as what students get at the end of the training period. Outcome-based education approach focusing on determining, defining and assessing learning outcomes is one important tool in the improvement of the quality of learning in medical education in the most developed countries. According to importance of this approach, this study intends to introduce th...
متن کاملROUGH SET OVER DUAL-UNIVERSES IN FUZZY APPROXIMATION SPACE
To tackle the problem with inexact, uncertainty and vague knowl- edge, constructive method is utilized to formulate lower and upper approx- imation sets. Rough set model over dual-universes in fuzzy approximation space is constructed. In this paper, we introduce the concept of rough set over dual-universes in fuzzy approximation space by means of cut set. Then, we discuss properties of rough se...
متن کاملReduction of DEA-Performance Factors Using Rough Set Theory: An Application of Companies in the Iranian Stock Exchange
he financial management field has witnessed significant developments in recent years to help decision makers, managers and investors, to made optimal decisions. In this regard, the institutions investment strategies and their evaluation methods continuously change with the rapid transfer of information and access to the fi- nancial data. When information is available ...
متن کاملA Higher Order Online Lyapunov-Based Emotional Learning for Rough-Neural Identifiers
o enhance the performances of rough-neural networks (R-NNs) in the system identification, on the base of emotional learning, a new stable learning algorithm is developed for them. This algorithm facilitates the error convergence by increasing the memory depth of R-NNs. To this end, an emotional signal as a linear combination of identification error and its differences is used to achie...
متن کاملThe Effect of Teaching Uning a Blend of Collaborative and Mastery of Learning Models, on Learning of Vital Signs: An Experiment onNursing and Operation Room Students of Mashhad University of Medical Sciences
Introduction: Educational system is a set of plans, approaches, and materials which coordinately facilitate learners’ access to pedagogical objectives. With regard to the fact that each step of knowledge acquisition calls for a particular learning method or a specific approach, it might be possible to ease students’ achievement of learning objectives by using a blend of learning strategies. Thi...
متن کامل