• Title/Summary/Keyword: Intelligent Educational System

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Study on ITS Teaching-learning Model and System Based on Learner's Cognition Structure for Individualized Learning in Cyber Learning Environment (사이버 러닝 환경에서 개별화 학습을 위한 학습자 인지구조 기반 ITS 교수·학습 모형과 시스템에 관한 연구)

  • Kim, YongBeom;Jung, BokMoon;Choi, JiMan;Back, JangHyeon;Kim, TaeYoung;Kim, YungSik
    • The Journal of Korean Association of Computer Education
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    • v.10 no.6
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    • pp.79-89
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    • 2007
  • The advent of e-Learning paradigm requires a various type of e-Learning models and systems which are appropriate to support effective teaching-learning process. Accordingly, the teaching-learning system using the Internet and the intelligent tutoring system(ITS) in e-Learning environment has attracted a fair amount of critical attention. However there is a wide gap between infrastructure of a present educational site and the u-learning environment. Therefore, in this paper, an ITS teaching-learning model is proposed and system is developed for a school environment, which is based on a learner's cognitive structure and applies a concept of u-Learning, and then is verified for validity. X-Neuronet, the developed system, offers a method of representing a learner's cognitive structure so as to apply the method for the efficient individualized learning.

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On Knowledge Representation of Expert Module for an ITS - on the 300-Certification Program of English Conversation - (지능형 교육 시스템을 위한 전문가 모듈의 지식 표현 - 생활영어 300인증제를 중심으로 -)

  • Lee, Young-Seok;Kim, Jee-Young;Cho, Jung-Won;Choi, Byung-Uk
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.807-808
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    • 2006
  • While use of computers to teach English in a conventional educational environment promotes motivation and effective learning in students, the method generates problems such as provision of learning materials without consideration of teaching methods and evaluation without consideration of individual differences in students. To solve these problems and produce a superior system, we propose knowledge representation of expert module for an Intelligent Tutoring System (ITS).

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Extraction of Military Ontology Using Six-Step Bottom-up Approach (6단계 상향식 방법에 의한 국방 온톨로지 추출)

  • Ra, Min-Young;Yang, Kyung-Yong
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.6
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    • pp.17-26
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    • 2009
  • In national defense, established information systems are mainly based on simple information processing, such as mass data query. They have thus lacked intelligent ability of information and knowledge representation ability. We therefore need the research about the construction of military ontology which is the main topic for knowledge construction. Military ontology can help us develop the intelligent national defense information system which can search and manage information efficiently. In this paper, we present the six-step bottom-up approach for military ontology extraction, then we apply this approach to one of military domain, called national defense educational training, and finally implement it using $Prot\acute{e}g\acute{e}$ which is one of the most useful ontology development tool.

Designing an Intelligent Data Coding Curriculum for Non-Software Majors: Centered on the EZMKER Kit as an Educational Resource (SW 비전공자 대상으로 지능형 데이터 코딩 교육과정 설계 : EZMKER kit교구 중심으로)

  • Seoung-Young Jang
    • The Journal of the Korea institute of electronic communication sciences
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    • v.18 no.5
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    • pp.901-910
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    • 2023
  • In universities, programming language-based thinking and software education for non-majors are being implemented to cultivate creative and convergent talent capable of leading the digital convergence era in line with the Fourth Industrial Revolution. However, learners face difficulties in acquiring the unfamiliar syntax and programming languages. The purpose of this study is to propose a software education model to alleviate the challenges faced by non-major students during the learning process. By introducing algorithm techniques and diagram techniques based on programming language thinking and using the EZMKER kit as an instructional model, this study aims to overcome the lack of learning about programming languages and syntax. Consequently, a structured software education model has been designed and implemented as a top-down system learning model.

Design and Implementation of Contents based on XML for Efficient e-Learning System (e-Learning 시스템을 위한 XML기반 효율적인 교육 컨텐츠의 설계 및 구현)

  • Kim, Young-Gi;Han, Sun-Gwan
    • Journal of The Korean Association of Information Education
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    • v.5 no.2
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    • pp.279-287
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    • 2001
  • In this paper, we have defined and designed the structure of standardized XML content for supplying efficient e-Learning contents. We have also implemented the prototype of XML contents generator to create the educational contents easily. In addition, we have suggested the contents searching method using Case Base Reasoning and Bayesian belief network to supply XML contents suitable to learners request. The existing e-Learning system based on HTML could not customize and standardize, but XML contents can be reused and made an intelligent learning by supplying an adaptive content according to learners level. For evaluating the efficiency of designed XML content, we make the standard XML content for learning JAVA program in e-Learning system as well as discussing about the integrity and expanding the educational content. Finally, we have shown the architecture and effectiveness of the knowledge-based XML contents retrieval manager.

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Teaching Methods on Education for Industrial Robot Engineering and Their Results - Particularly the Utilization of Hands-on Training on Air Robot with a System of Pattern Recognizing-

  • Yamaji, Koki;Mizuno, Takeshi;Ishii, Naohiro
    • 제어로봇시스템학회:학술대회논문집
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    • 1994.10a
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    • pp.477-482
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    • 1994
  • As the need for switchover to FA and for rationalization increases in the industrial world, educational courses in schools are more and more taking up the subjects of electronic machines, mechatronics and systems, etc., subjects which are a fusion of the previous subjects of electricity, electronics and machines. At our junior college, a control engineering course was inaugurated in 1974 prior to any other schools that offered such courses. As automation progressed, the use of industrial robots spread rapidly. The year of 1980 is regarded as the first year that the use of industrial robots become widespread. Responding to the current requests, a one-year research course was added to the control engineering course in 1983. Moreover, a robot engineering course was newly established in 1984, in which mechatronics and industrial robotics were instructed intensively in high efficiency. As a teaching aid, an air robot system which was based particularly on the FMS model and possessed pattern recognition capabilities was completed in 1982. This system has been used since then as the nucleus for hands-on training with robots and systems. As more and more intelligent machines and artificial intelligence become widespread in industry, these subjects are taking on greater importance and greater sophistication in the education offered by this department. Educational institutions are seeking to provide facilities and curricula which will meet the technological needs of this age. Our college is not an institution at the graduate school level, but rather a school which is at the more practical junior college level. An outline of the facilities introduced at our school is presented and the results of utilizing it in industrial robot engineering education is reported.

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Development of Intelligent Bidirectional Distant Educational System for Geometrical Figures Learning of Elementary School on Web (웹 기반의 초등학생 도형 학습을 위한 지능형 양방향 원격교육시스템의 개발)

  • 이부희;정영규;이수진;김용성;우종호
    • Proceedings of the Korea Multimedia Society Conference
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    • 1998.04a
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    • pp.308-313
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    • 1998
  • 본 논문에서는 WWW를 기반으로 하여 초등학교 수학의 도형부문 학습을 위한 양방향 원격교육 시스템을 구현하였다. 다양한 멀티미디어 관련 기술을 이용하여 학습 자료를 표현함으로서 학습자의 학습효율을 높이도록 하였으며, 데이터베이스에서 관리되는 학습자의 학습성취도를 분석하여 개인의 능력과 특성에 맞는 교육계획을 제시하고, 테스트 결과에 따른 추론적 진단을 통하여 재교육 영역을 정하도록 하였다. 구현한 원격교육 시스템의 서버는 Windows NT에서 IIS 3.0 웹서버와 MS SQL Server를 이용하여 구현하였으며, 동적인 학습과 사용자와의 양방향 학습을 위하여 Dynamic HTML, JavaScript, VBScript, Java Applet, ASP 등의 기법들을 사용하였다.

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Prototyping a Student Model for Educational Games

  • Choi, Young-Mee;Choo, Moon-Won;Chin, Seong-Ah
    • Journal of Information Processing Systems
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    • v.1 no.1 s.1
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    • pp.107-111
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    • 2005
  • When a pedagogical agent system aims to provide students with interactive help, it needs to know what knowledge the student has and what goals the student is currently trying to achieve. That is, it must do both assessment and plan recognition. These modeling tasks involve a high level of uncertainty when students are allowed to follow various lines of reasoning and are not required to show all their reasoning explicitly. In this paper, the student model for interactive edutainment applications is proposed. This model is based on Bayesian Networks to expose constructs and parameters of rules and propositions pertaining to game and problem solving activities. This student model could be utilized as the emotion generation model for student and agent as well.

Intelligent Learning Management System for Artificial Intelligence Education (인공지능 교육을 위한 지능형 학습관리 시스템)

  • Kim, Ki-Tae;Kang, Eun-Ho;Lee, Se-Hoon
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2020.07a
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    • pp.299-300
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    • 2020
  • 본 논문에서는 머신러닝, 데이터 처리 학습을 위한 EPL 기반 D.I.Y 실습 플랫폼을 통한 학생들의 학습을 통합 관리, 학습 능률 향상, 학습 흥미 유도하고 나아서 학생의 학습 패턴을 분석해 그에 적절한 강의 추천을 목표로 하는 지능형 통합 학습 관리 플랫폼을 제안한다.

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Two Dimensional Visualization Simulation of Physical Law using Virtual Anomaly (가상 이상 개념을 이용한 물리법칙의 2D 시각화 시뮬레이션)

  • Park, Jung-Yong
    • The Journal of the Korea Contents Association
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    • v.10 no.11
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    • pp.1-9
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    • 2010
  • In comparison with the acquirement of knowledge by expression of symbol or numerical formula, the experience based knowledge acquirement give stable and clear understanding of information to a learner. Various educational systems based on computer such as virtual reality, intelligent learning system, visualization of concept, simulation-based system, and microworld have so far been developed. In this paper, a method of two dimensional visualization of a physical law by simulation has been suggested to educate a learner. Especially, learning the law of gravity by simulation based educational method gives a learner indirect experience that enhance the efficiency of knowledge acquirement clearly. The visualization methods of a real-time physical law and a virtual anomalies' physical law by simulation are proposed in this paper to deliver information or knowledge clearly. Then we show that a learner can acquire some knowledge effectively by the proposed method.