• 제목/요약/키워드: Intelligent Educational System

검색결과 101건 처리시간 0.024초

Development of the Drop-outs Prediction Model for Intelligent Drop-outs Prevention System

  • Song, Mi-Young
    • 한국컴퓨터정보학회논문지
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    • 제22권10호
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    • pp.9-17
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    • 2017
  • The student dropout prediction is an indispensable for many intelligent systems to measure the educational system and success rate of all university. Therefore, in this paper, we propose an intelligent dropout prediction system that minimizes the situation by adopting the proactive process through an effective model that predicts the students who are at risk of dropout. In this paper, the main data sets for students dropout predictions was used as questionnaires and university information. The questionnaire was constructed based on theoretical and empirical grounds about factor affecting student's performance and causes of dropout. University Information included student grade, interviews, attendance in university life. Through these data sets, the proposed dropout prediction model techniques was classified into the risk group and the normal group using statistical methods and Naive Bays algorithm. And the intelligence dropout prediction system was constructed by applying the proposed dropout prediction model. We expect the proposed study would be used effectively to reduce the students dropout in university.

CAN을 기본으로한 전기자동차용 차량 네트워크 교육용 시스템 개발 (Developing an In-vehicle Network Education System Based on CAN)

  • 이병수;박민규;성금길
    • 한국자동차공학회논문집
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    • 제19권4호
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    • pp.54-63
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    • 2011
  • An educational network system based on CAN protocol internal to a passenger ground vehicle has been developed. The developed network system has been applied to a commercial plug-in electrical vehicle and verified the educational applicability. To apply this in-vehicle network technology based on CAN, a suitable electric vehicle has been chosen and a CAN network structure has been designed, developed and manufactured. Since the commercial electric vehicle chosen as a test bed has its own proprietary electric network, we explain how the original electric network has been utilized and how the new network system has been designed. The developed network system on a real vehicle has been tested to show the applicability and the performance. Finally, the system has been applied at few classrooms to demonstrate how the in-vehicle network system works and to teach how to analyse the CAN signals. The developed system proven to be effective for educational purpose.

임베디드 Ez-RoboMaster를 이용한 지능형 로봇 시스템의 구현 (Implementation of an Intelligent Robot System by Using Embedded Ez-RoboMaster)

  • 사공성대;김덕수;김종오
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2008년도 하계종합학술대회
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    • pp.143-144
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    • 2008
  • By using Ez-RoboMaster which is developed in EASYTECH, we implement an intelligent robot system. The Ez-RoboMaster is developed based on AVR Atmega128, and the emdedded system contains 5 ports for several sensors and actuators. And we develop integrated development environment(IDE), Ez-CPU3.0 for easy application of Ez-RoboMaster. In this paper, we introduce the effectiveness of Ez-RoboMaster for educational platforms of intelligent robot systems at college and university.

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지능정보기술 실무인재 양성을 위한 전문대학 교육체계 구축 방안 (A Study on Education system for nurturing Intelligent Information Technology practitioners in College)

  • 김성림;여민우;조은숙;홍유나;허영준
    • 디지털산업정보학회논문지
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    • 제17권4호
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    • pp.63-75
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    • 2021
  • It is necessary to respond to rapid technological changes such as the 4th industrial revolution and digital transformation across industries. And, a change in the university education system is necessary in a crisis situation of universities due to the rapid decrease of the school-age population. This study is aimed at practical competency with the ability to apply intelligent information technology to their job fields based on a basic understanding of intelligent information technology rather than advanced competency centered on theory and research. Instead of presenting the curriculum system diagram so that it can be flexibly applied to the design and development of the curriculum for intelligent information technology, training modules according to job and level were presented. In relation to intelligent information technology, a questionnaire was conducted for college professors, and industry experts were conducted on the derived educational modules to reflect the opinions of the industry. Industry experts said that collaboration with PBL, Capstone, and industry is necessary to improve problem-solving and communication skills.

전방향 이동 메커니즘 기반의 교육용 로봇 플랫폼 개발 (Development of Educational Robot Platform Based on Omni-directional Mobile Mechanism)

  • 주백석;성영휘
    • 한국정밀공학회지
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    • 제30권11호
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    • pp.1161-1169
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    • 2013
  • In this paper an omni-directional mobile robot is suggested for educational robot platform. Comparing to other robots, a mobile robot can be easily designed and manufactured due to its simple geometric structure. Moreover, since it is required to have low DOF motion on planar space, fabrication of control system is also simple. In this research, omni-directional wheels were adopted to remove the non-holonomic characteristic of conventional wheels and facilitate control system design. Firstly, geometric structure of a Mecanum wheel which is a most frequently used omni-directional wheel was demonstrated. Then, the organization of the mobile platform was suggested in aspects of mechanism manufacturing and electronic hardware design. Finally, a methodology of control system development was introduced for educational purpose. Due to an intuitive motion generating ability, simple hardware composition, and convenient control algorithm applicability, the omni-directional mobile robot suggested in this research is expected to be a promising educational platform.

Greenhouse Control with PV System

  • Kim, Kee Hwan
    • International Journal of Advanced Culture Technology
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    • 제1권1호
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    • pp.6-10
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    • 2013
  • The greenhouse control system for educational purpose is designed by personal computer. This system should observe and control the growth conditions for crops in both plastic film and glass greenhouses. In this contribution puts emphasis on construction of greenhouse control system by personal computer under the aim of creating safer, more effective and more economical services. This system is developed for the requirements of the intelligent greenhouse control system and is powered by solar energy. A photovoltaic system with sun tracking module is used for the greenhouse control system.

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지능형 멀티 캐스팅 방송 시스템의 개발 (Development of the Intelligent Multi-Casting System)

  • 임찬호
    • 한국산업정보학회논문지
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    • 제10권4호
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    • pp.90-96
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    • 2005
  • 본 논문에서는 학교, 병원, 관공서와 같은 공공기관에서 사용할 수 있는 멀티 캐스팅 방송 시스템을 개발하였다. 개발된 멀티 캐스팅 방송 시스템은 다양한 멀티미디어 교육매체를 활용할 수 있도록 하였으며, 네트워크를 이용한 원격 제어가 가능하도록 고려하였다. 또한 개발된 방송 시스템은 선택적 개별 방송과 그룹 방송이 가능한 스피커 제어 모듈과 다양한 교육매체의 효율적인 활용을 위한 AV 콘텐츠 제어 모듈 및 조명 제어 모듈을 포함하고 있다. 그리고 통신과정에서는 외란에 강인한 RS-485C 통신을 이용하였으며, 사용자 중심의 GUI 기반 통합 제어 시스템을 개발하여 운영의 효율성 향상을 모색하였다.

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DESIGN OF AN UNMANNED GROUND VEHICLE, TAILGATOR THEORY AND PRACTICE

  • KIM S. G.;GALLUZZO T.;MACARTHUR D.;SOLANKI S.;ZAWODNY E.;KENT D.;KIM J. H.;CRANE C. D.
    • International Journal of Automotive Technology
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    • 제7권1호
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    • pp.83-90
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    • 2006
  • The purpose of this paper is to describe the design and implementation of an unmanned ground vehicle, called the TailGator at CIMAR (Center for Intelligent Machines and Robotics) of the University of Florida. The TailGator is a gas powered, four-wheeled vehicle that was designed for the AUVSI Intelligent Ground Vehicle Competition and has been tested in the contest for 2 years. The vehicle control model and design of the sensory systems are described. The competition is comprised of two events called the Autonomous Challenge and the Navigation Challenge: For the autonomous challenge, line following, obstacle avoidance, and detection are required. Line following is accomplished with a camera system. Obstacle avoidance and detection are accomplished with a laser scanner. For the navigation challenge, waypoint following and obstacle detection are required. The waypoint navigation is implemented with a global positioning system. The TailGator has provided an educational test bed for not only the contest requirements but also other studies in developing artificial intelligence algorithms such as adaptive control, creative control, automatic calibration, and internet-base control. The significance of this effort is in helping engineering and technology students understand the transition from theory to practice.

인공지능을 이용한 도서관 이용자 교육 (Artificial Intelligence in Library Instruction)

  • 탁혜경
    • 정보관리연구
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    • 제27권3호
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    • pp.41-60
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    • 1996
  • 인공지능을 이용한 전문가 시스템은 컴퓨터를 통하여 다양하게 도서관 이용자의 교육을 할 수 있는 기술을 제공한다. 전문가 시스템은 문제해결 과정을 보여줌으로써 교육적인 효과를 가져올 수 있다. 본 논문에서는 전문가 시스템의 이론적 배경을 통해 교육에 이용될 수 있는 가능성을 알아보고, 인공지능을 이용한 지능 지도 시스템(ITS)의 모델을 제시하였다.

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인텔리전트 아파트 거주자의 홈 오토메이션 시스템 사용현황과 만족도 (A Study on the Utilization and Satisfaction of Home Automation System -Focused on Residents Living in an Intelligent Apartment-)

  • 권오정;김진영
    • 대한가정학회지
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    • 제43권12호
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    • pp.29-41
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    • 2005
  • The purpose of this study was to define the residents' current uses and satisfaction of a home automation system. The data were collected from 85 residents living in a selected intelligent apartment, from whom 72 were used for the final analysis. The results were as follows: 1) The educational background was the most significant variable affecting differences among the groups in terms of use of the home automation system. 2) Even though the over 50 years age group showed a tendency toward lower technology acceptance, their utilization rates of the home automation system were higher than those of the under 40 years age group. 3) The respondents with dual income showed higher rates of utilization of the home automation system than the single income group. 4) In spite of positive satisfaction level for the home automation system, many improvements were still requested.