• Title/Summary/Keyword: Class Strategy

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Neural Network-based Decision Class Analysis with Incomplete Information

  • Kim, Jae-Kyeong;Lee, Jae-Kwang;Park, Kyung-Sam
    • Proceedings of the Korea Database Society Conference
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    • 1999.06a
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    • pp.281-287
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    • 1999
  • Decision class analysis (DCA) is viewed as a classification problem where a set of input data (situation-specific knowledge) and output data (a topological leveled influence diagram (ID)) is given. Situation-specific knowledge is usually given from a decision maker (DM) with the help of domain expert(s). But it is not easy for the DM to know the situation-specific knowledge of decision problem exactly. This paper presents a methodology fur sensitivity analysis of DCA under incomplete information. The purpose of sensitivity analysis in DCA is to identify the effects of incomplete situation-specific frames whose uncertainty affects the importance of each variable in the resulting model. For such a purpose, our suggested methodology consists of two procedures: generative procedure and adaptive procedure. An interactive procedure is also suggested based the sensitivity analysis to build a well-formed ID. These procedures are formally explained and illustrated with a raw material purchasing problem.

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An Exploratory Study on the Educational Effectiveness of Applying Information Technology to Education (정보기술의 교육에의 활용이 교육효과에 미치는 영향에 관한 탐색적 연구)

  • 양경식;김현수
    • Journal of Information Technology Applications and Management
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    • v.9 no.1
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    • pp.111-126
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    • 2002
  • The purpose of this research is to study the effectiveness of applying Information technology to education, so-called education informatization. Education informatiantion consists of building information infrastructure, educational course operation and improvement of the teacher's ICT ( Information and Communication Technology) ability to consolidate and teach educational information development and diffusion. In this study, we've studied the effects of the use of IT on the improvement of student's class Participation and understanding level, We set the hypotheses and tested them. A method of teaching and learning using IT influences the degree of class participation. Educational courses and a method of teaching and learning have been proved to affect the understanding of a lecture. Also, we validated the educational effectiveness on the educational course and class teaching by setting WIS (Weighted least square) on the IT utilization time.

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One-Class Support Vector Learning and Linear Matrix Inequalities

  • Park, Jooyoung;Kim, Jinsung;Lee, Hansung;Park, Daihee
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.3 no.1
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    • pp.100-104
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    • 2003
  • The SVDD(support vector data description) is one of the most well-known one-class support vector learning methods, in which one tries the strategy of utilizing balls defined on the kernel feature space in order to distinguish a set of normal data from all other possible abnormal objects. The major concern of this paper is to consider the problem of modifying the SVDD into the direction of utilizing ellipsoids instead of balls in order to enable better classification performance. After a brief review about the original SVDD method, this paper establishes a new method utilizing ellipsoids in feature space, and presents a solution in the form of SDP(semi-definite programming) which is an optimization problem based on linear matrix inequalities.

ESTABLISHMENT OF A SEVERE ACCIDENT MITIGATION STRATEGY FOR AN SBO AT WOLSONG UNIT 1 NUCLEAR POWER PLANT

  • Kim, Sungmin;Kim, Dongha
    • Nuclear Engineering and Technology
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    • v.45 no.4
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    • pp.459-468
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    • 2013
  • During a station blackout (SBO), the initiating event is a loss of Class IV and Class III power, causing the loss of the pumps, used in systems such as the primary heat transporting system (PHTS), moderator cooling, shield cooling, steam generator feed water, and re-circulating cooling water. The reference case of the SBO case does not credit any of these active heat sinks, but only relies on the passive heat sinks, particularly the initial water inventories of the PHTS, moderator, steam generator secondary side, end shields, and reactor vault. The reference analysis is followed by a series of sensitivity cases assuming certain system availabilities, in order to assess their mitigating effects. This paper also establishes the strategies to mitigate SBO accidents. Current studies and strategies use the computer code of the Integrated Severe Accident Analysis Code (ISAAC) for Wolsong plants. The analysis results demonstrate that appropriate strategies to mitigate SBO accidents are established and, in addition, the symptoms of the SBO processes are understood.

Development of an Effective Strategy to Teach Evolution

  • Ha, Min-Su;Cha, Hee-Young
    • Journal of The Korean Association For Science Education
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    • v.31 no.3
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    • pp.440-454
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    • 2011
  • This study proposes a new instructional strategy and corresponding materials designed from various alternative frameworks to help students understand evolution as a biologically acceptable theory. Biology teachers have normally taught the evolutionary mechanism by means of comparing Lamarckism with natural selection. In this study, a new instructional strategy in which the Lamarckian explanation is first excluded because Lamarckism is known to be subsumed in a learner's cognitive structure as a strong preconception of evolution is suggested for teaching evolution. After mutation theory is introduced, Darwinism including natural selection is explained separately during the next class hour. Corresponding instructional materials that aid student understanding of the evolutionary mechanism were developed using recently published articles on human genetic traits as scientific evolutionary evidence instead of the traditional evolutionary subject matter, giraffe neck. Evolutionary evidence from human genetic traits allows students to exclude anthropocentric thoughts effectively and raise concern for the phenomenon of evolution positively. The administered instructional strategy and materials in this research improved student conception, concern, and belief of evolution and it is believed that they helped students understand the evolutionary mechanism effectively.

The Effects of Science Classes applying Round Robin Strategy on Scientific Communicative Competence, Science Learning Motivation and Academic Achievement of Elementary Students (라운드 로빈 기법을 적용한 과학수업이 초등학생의 과학적 의사소통능력, 과학 학습동기 및 학업성취도에 미치는 영향)

  • Kim, Cheol-hoon;Lee, Hyeong-cheol
    • Journal of Korean Elementary Science Education
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    • v.36 no.4
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    • pp.394-404
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    • 2017
  • This study aimed to investigate the effects of science classes applying round robin strategy on scientific communicative competence, science learning motivation and academic achievement of elementary students. The number of participants were 126, 4 classes of 6th grade in C elementary school in B city. The experimental group, 2 classes including 63 participants, had science classes applying round robin strategy. While the comparative group, 2 classes including 63 participants, took ordinary teacher-driven lessons using teacher's guidebook. Pre and post tests were done before and after intervention to assess the changing in each group's scientific communicative competence, science learning motivation, and academic achievement. The results of this study can be summarized as follows: The science class applying round robin strategy showed significant effect on improving scientific communicative competence and science learning motivation and academic achievement of elementary students.

Lesson Design of Upper Secondary Home Economics education (고등학교에서의 가정과교육 -고등학교 가정과 단시수업 설계- (1990년도 제 2차 학술대회))

  • 전귀연;서영숙
    • Journal of Korean Home Economics Education Association
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    • v.2 no.1
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    • pp.123-142
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    • 1990
  • The aim of this study is to apply lesson design of high school home economics to model which consists of six steps of instructional procedure among various models for instructional design, Through thesis, central content of each step was written as follows; 1) At the step of establishment of terminal instructional objectives, educational objectives, terminal instructional objectives was analyzed and specific instructional objectives was extracted. 3) At the step of diagnosis of entering behavior, ability of prior learning and ability of preliminary learning were evaluated, which was used as establishing instructional strategy and doing individual guidance. 4)At the step of determining instructional strategy, instructional strategy should be extracted by considering instructional event which is adequate to content of instruction. Instructional strategy consists of five main factor, factors, those are, activity of introduction of instruction, presentation of content of instruction and information, participation of learner and learning activity, identification of learning result, and subsequent treatment after evaluation. 5)Specific activity at the step of selection and development of instructional media consists of reidentification of instructional objectives determination of learning type, drawing up instructional media analysis sheet, synthesis of selected media, and explanatory note of selected media. In order to increase efficiency of instruction at the step of determining instructional strategy, this step should be considered simultaneously. 6)The step of try-out and evaluation of instructional design should be efficient when designed instruction was inputted at class after evaluation of each step of instructional design.

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A Case Study of project-based learning strategy in Blended learning environment (혼합 학습(Blended learning) 환경에서 프로젝트 학습법 실천 사례)

  • Lee, YoungMin
    • 대한공업교육학회지
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    • v.31 no.1
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    • pp.129-145
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    • 2006
  • The purpose of this study was to develop and apply the project-based learning strategy in blended learning environment to raise and enhance scientific thinking skill, creativity, and problem solving skills to students who would be teachers of an elementary school in the future. This study was conducted as an action research based on an educational university. The study included 25 participants in a class. Data were collected through observation, surveys, interview and students' artifacts. Results indicated the project-based learning strategy in blended learning environment allowed students to raise problem solving skill, critical thinking skill, and creativity. Finally implications of this study, obstacles to conduct this study, and recommendations to implement this strategy more effectively and efficiently were presented.

The effect of online writing contents on the learning strategy, achievement motivation, knowledge sharing attitude of college students : Focusing on the case of K University (온라인 글쓰기 콘텐츠가 대학생의 학습전략, 성취동기, 지식공유태도에 미치는 영향: K 대학 사례를 중심으로)

  • Cha Seungbong;Park Hyejin
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.19 no.1
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    • pp.1-12
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    • 2023
  • The purpose of this study was to analyze the effects of online writing contents on college students' learning strategy, achievement motivation, and knowledge sharing attitudes. Online writing contents were developed in the 4th class and operated as a extracurricular. The contents were developed in 25 minutes and included quizzes for learning activities. Changes in learning strategy, achievement motivation, and knowledge sharing attitude were analyzed for 149 students who finally completed online writing contents operated as a extracurricular. As a result of the analysis, it was found that online writing contents had a significant effect on college students' learning strategy, achievement motivation, and knowledge sharing attitude. Online contents is not limited by time and space, and since it can be used according to the learning plan, the utilization effect is attracting attention. Therefore, it is necessary to conduct various studies such as developing contents tailored to the needs of students and analyzing their effects.

Development and Application of a Teaching Strategy with Reinforced Teacher-Student Interactions Through Questions and Feedbacks in the Middle School Science Class (중학교 과학 수업에서 질문과 피드백을 활용한 교사-학생 상호작용 강화 수업 전략의 개발 및 적용)

  • Park, Jong-Yoon;Joung, In-Wha;Nam, Jeong-Hee;Choi, Kyung-Hee;Choi, Byung-Soon
    • Journal of The Korean Association For Science Education
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    • v.26 no.2
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    • pp.239-245
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    • 2006
  • The purposes of this study were to develop and implement a teaching strategy that reinforced teacher-student interaction for middle school first grade science and investigate the impact of the teaching strategy on student comprehension of scientific concepts, logical thinking ability, and science-related attitudes. 200 students attending a co-ed middle school located in Gyeonggi province were selected for the study and divided into an experiment and control group each consisting of 100 pupils. The teaching strategy reinforcing teacher-student interaction was applied to the experiment group, while conventional teaching, teacher-led lecturing, was carried out on the control group. To accomplish reinforced teacher-student interaction teacher asked students diversified questions and gave delayed feedbacks that deliberately focused on thought provocation. Results showed that the developed teaching strategy was effective in improving the students' logical thinking ability(p<.01). However, no significant differences were found in student comprehension of scientific concepts and science-related attitudes between the experimental and control group(p<.05). It was determined that more sound research is needed to develop and apply a lesson plan based on the teaching strategy used in this study.