• Title/Summary/Keyword: Learning capability

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Servo-Writing Method using Feedback Error Learning Neural Networks for HDD (피드백 오차 학습 신경회로망을 이용한 하드디스크 서보정보 기록 방식)

  • Kim, Su-Hwan;Chung, Chung-Choo;Shim, Jun-Seok
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.699-701
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    • 2004
  • This paper proposes the algorithm of servo- writing based on feedback error learning neural networks. The controller consists of feedback controller using PID and feedforward controller using gaussian radial basis function network. Because the RBFNs are trained by on-line rule, the controller has adaptation capability. The performance of the proposed controller is compared to that of conventional PID controller. Proposed algorithm shows better performance than PID controller.

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A Framework for Inteligent Remote Learning System

  • 유영동
    • The Journal of Information Systems
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    • v.2
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    • pp.194-206
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    • 1993
  • Intelligent remote learning system is a system that incorporate communication technology and others : a database engine, an intelligent tutorial system. Learners can study by themselves through the intelligent tutorial system. The existence of a communication, database and artificial intelligence enhance the capability of IRLS. According to Parsaye, an intelligent databases should have the following features : 1) Knowledge discovery. 2) Data integrity and quality control. 3) Hypermedia management. 4) Data presentation and display. 5) Decision support and scenario analysis. 6) Data format management. 7) Intelligent system design tools. I hope that this research of framework for IRLS paves for the future research. As mentioned in the above, the future work will include an intelligent database, self-learning mechanism using neural network.

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A study of distillation column control by using a neural controller (신경제어기를 이용한 증류탑의 제어에 관한 연구)

  • 이문용;박선원
    • 제어로봇시스템학회:학술대회논문집
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    • 1990.10a
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    • pp.234-239
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    • 1990
  • A neural controller for process control was proposed that combines a simple feedback controller with a neural network. This control was applied to distillation control. The feedback error learning technique was used for on-line learning. Important characteristics on neural controller were analyzed. The proposed neural controller can cope well with strong interactions, significant time delays, sudden changes in process dynamics without any prior knowledge of the process. It was shown that the neural controller has good features such as fault tolerance, interpolation effect and random learning capability

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One Dimensional Optimization using Learning Network

  • Chung, Taishn;Bien, Zeungnam
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1995.10b
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    • pp.33-39
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    • 1995
  • One dimensional optimization problem is considered, we propose a method to find the global minimum of one-dimensional function with on gradient information but only the finite number of input-output samples. We construct a learning network which has a good learning capability and of which global maximum(or minimum) can be calculated with simple calculation. By teaching this network to approximate the given function with minimal samples, we can get the global minimum of the function. We verify this method using some typical esamples.

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Exploring the Possibility of Applying Social and Emotional Learning to Science Subjects: Analysis of Social Emotional Learning Contents in Science Textbooks (과학교과의 사회정서학습(Social and Emotional Learning) 적용 가능성 탐색: 과학 교과서의 과학과 사회정서학습 요소 분석)

  • Park, HyunJu
    • Journal of Science Education
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    • v.41 no.3
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    • pp.297-317
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    • 2017
  • The purpose of this study was to investigate the possibility of Science Social and Emotional Learning(SSEL). The factors of SSEL were suggested, and by utilizing them, the contents of middle school's science and Chemistry 1 textbook were analyzed. The factors are as follow: numeracy, information and communication technology, critical thinking, creative thinking, personal and social capability, ethical understanding, and intercultural understanding. The results showed that the 60~70% of textbooks put emphasis on numeracy, information and communication technology, critical thinking, creative thinking while some factors were limited in th contents, which were personal and social capability, ethical understanding, and intercultural understanding. Therefore, teacher should try to reconstruct the teaching and learning materials and fill in the deficiencies of SSEL factors through class activities. In addition, it is suggested to study specific application methods such as science activities or experiment activities in detail to meet social and emotional learning.

Educaction program development applying capstone design for convergence talent development in the fashion field (패션분야 융합인재 육성을 위한 캡스톤 디자인 교육프로그램 학습 모형 개발 - NCS 패션분야 중심으로 -)

  • Kim, Shin Woo;Kim, Young In
    • Journal of the Korea Fashion and Costume Design Association
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    • v.21 no.4
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    • pp.195-211
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    • 2019
  • In this paper, Capstone Design Education Program Learning Model was developed and recommended in order to foster convergent talents armed with practical competences and real cooperative capabilities. In this era of convergence and creativity, the fashion world needs human resources with cooperative skills and true professional abilities. A case analysis, an in-depth interview, and 1,2 test method were used for data acquisition and analysis. The summary of this study is described below. First, this program needs to complement the NCS fashion design learning module. Second, material changes to creativity and practical competencies - knowledge, skills, and attitudes - of the students are assessed after applying Capstone Design to the NCS fashion design learning model. Third, the process of converging fashion curriculum with IT and electronic technology, developing a fashion design learning program, and applying the Capstone Design was tested to prove the effectiveness of convergent fashion design education. Among the changes observed between the trial and control groups, it was confirmed that sub-factors of creative personality, i.e. self-assurance and openness, were increased along with knowledge, core competences including communication capability, and self-directed learning capability. The greatest improvement on the technological side was observed in IT literacy while ability to respond to changes was also increased. Besides, effects were demonstrated in behavioral factors such as initiative, spirit of challenge, experience, and openness. Lastly, the Capstone Design Education Program Learning Model was proposed in order to foster convergent talents in the fashion world.

The Effect of Convergence Action Learning techniques in Simulation Class (융합 액션러닝기법을 적용한 시뮬레이션 교육의 효과)

  • Park, Eun-Hee;Kim, Hye-Suk;Kim, Ja-Ok
    • Journal of the Korea Convergence Society
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    • v.6 no.5
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    • pp.241-248
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    • 2015
  • Nursing clinical practice, especially because it is required to reproduce this fusion education is very urgent. This Study was done to examine the effect of action learning techniques in simulation class. The study was designed using a nonequivalent control group pretest-posttest design. The participants consisted of control group 92, experimental group 92. The data analyzed using SPSS 18.0 program. Professional self-concept are higher than in the control group were measured.(t=-5.118, p=>.001). communication competence and self-directed learning capability of experimental group increased significantly from those control group. This result means that can help to significantly improve the professional nursing students learning techniques to simulate the application of an action class. In other words, if the act of creative training techniques such as future action learning hands-on training to be a big help.

Implementation and performance evaluatio of learning control method for robot dyamics control (로봇의 동역학 제어를 위한 학습제어 기법의 구현 및 성능 평가)

  • 이동훈;국태용
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.552-555
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    • 1997
  • Recently, increasing attention has been paid to the application of learning control method to robot manipulator control. Because the learning control method does not require an exact dynamic model, it is flexible and easy to implement. In this paper, we implement a learning control scheme which consists of a unique feedforward learning controller and a linear feedback controller. The learning control method does not require acceleration terms that are sensitive to noise and has the capability of rejecting unknown disturbances and adapting itself to time-varying system parameters. The feasibility of the learning control scheme is soon by implementing the control scheme to a commercial robot manipulator and the performance of which is also compared with the conventional linear PID control method.

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Analysis of learning efficiency of learner's preference and achievement according to e-learning contents type (온라인 학습콘텐츠 유형에 따른 학습자 선호도 및 만족도에 미치는 영향)

  • Choi, Eun-young;Park, Jungho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2017.05a
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    • pp.213-214
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    • 2017
  • This study was conducted to analyze the relevant of the self-regulated learning capability and learning effectiveness based on the type of e-learning contents and learner's preference, academic achievement according to enhancement of K-MOOC. The results of this study will present the effectiveness of e-learning contents type, and expect to suggest to develop effective contents type for various courses.

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An Analysis of the Status of Digital Divide on Students and Teachers at Elementary and Secondary Schools in Gyeongnam (경남도내 초중등 학생 및 교사의 정보격차 현황 분석)

  • Kim, Min-Ki;Nam, Young-Ho
    • Journal of The Korean Association of Information Education
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    • v.11 no.4
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    • pp.433-445
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    • 2007
  • Digital divide comes to appear as a new factor of causing social inequality with the entry of information society. Especially, the digital divide in student class makes a worry about education inequality as the education using ICT, e-learning, and u-learning are enlarged. So, the concern about the status of digital divide in school is increasing. In this study, we conducted a questionnaire survey of students and teachers in elementary and secondary schools located in Gyeongnam, and measured informatization level with the weighted average of three subindices : accessing index, capability index, and utilization index. According to the survey, the index on information processing capability showed the largest gap in both the student group and the teacher group. We also had the result of positive correlation between the capability index and the utilization index. These results show that the gap of information processing capability is an important factor for understanding the digital divide.

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