• Title/Summary/Keyword: Knowledge-Based Model

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Co-Operative Strategy for an Interactive Robot Soccer System by Reinforcement Learning Method

  • Kim, Hyoung-Rock;Hwang, Jung-Hoon;Kwon, Dong-Soo
    • International Journal of Control, Automation, and Systems
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    • v.1 no.2
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    • pp.236-242
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    • 2003
  • This paper presents a cooperation strategy between a human operator and autonomous robots for an interactive robot soccer game, The interactive robot soccer game has been developed to allow humans to join into the game dynamically and reinforce entertainment characteristics. In order to make these games more interesting, a cooperation strategy between humans and autonomous robots on a team is very important. Strategies can be pre-programmed or learned by robots themselves with learning or evolving algorithms. Since the robot soccer system is hard to model and its environment changes dynamically, it is very difficult to pre-program cooperation strategies between robot agents. Q-learning - one of the most representative reinforcement learning methods - is shown to be effective for solving problems dynamically without explicit knowledge of the system. Therefore, in our research, a Q-learning based learning method has been utilized. Prior to utilizing Q-teaming, state variables describing the game situation and actions' sets of robots have been defined. After the learning process, the human operator could play the game more easily. To evaluate the usefulness of the proposed strategy, some simulations and games have been carried out.

Numerical computation of pulsed laser ablation phenomena by thermal mechanisms (열적 메커니즘에 의한 펄스레이저 어블레이션 현상의 수치계산)

  • Oh, Bu-Kuk;Kim, Dong-Sik
    • Proceedings of the KSME Conference
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    • 2003.04a
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    • pp.1572-1577
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    • 2003
  • High-power pulsed laser ablation under atmospheric pressure is studied utilizing numerical and experimental methods with emphasis on recondensation ratio, and the dynamics of the laser induced vapor flow. In the numerical calculation, the temperature pressure, density and vaporization flux on a solid substrate are first obtained by a heat-transfer computation code based on the enthalpy method, and then the plume dynamics is calculated by using a commercial CFD package. To confirm the computation results, the probe beam deflection technique was utilized for measuring the propagation of a laser induced shock wave. Discontinuities of properties and velocity over the Knudsen layer were investigated. Related with the analysis of the jump condition, the effect of the recondesation ratio on the plume dynamics was examined by comparing the pressure, density, and mass fraction of ablated aluminum vapor. To consider the effect of mass transfer between the ablation plume and air, unlike the most previous investigations, the equation of species conservation is simultaneously solved with the Euler equations. Therefore the numerical model computes not only the propagation of the shock front but also the distribution of the aluminum vapor. To our knowledge, this is the first work that employed a commercial CFD code in the calculation of pulsed ablation phenomena.

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Tradition of Liberal Education and Harvard Education (자유교육의 전통과 하버드 교육)

  • Cha, Jeh-Soon;Lee, Jae-Hyun
    • The Journal of the Korea Contents Association
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    • v.14 no.10
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    • pp.385-392
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    • 2014
  • The purpose of this paper is to introduce Harvard's general education in order to provide in sights into problem-solving in Korean higher education. To do this, this paper explored the historical tradition of liberal education and the education system of Harvard University. 1. The education of Harvard University is based on liberal education which is a model integrated knowledge and conduct. 2. The education System of Harvard University is divided into two categories: undergraduate education characterized as 'liberalize' and graduate education as 'deliberalize'. It is believed that the above characteristics of Harvard University's education system can provide insights into the future reform of Koran higher education.

The Practice of Accounting Information Systems in Korea : The State of Art (우리나라 회계정보시스템의 현황 및 개선방안)

  • Han, In-Gu;Jeon, Yeong-Seung;Kim, Eun-Hong
    • Asia pacific journal of information systems
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    • v.3 no.2
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    • pp.93-116
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    • 1993
  • This study surveys 212 accounting information systems (AIS) of 85 manufacturing firms by using the research model based on the management process of AIS to figure out the current status and problems of the computing environment and AIS of Korean firms. The analysis of the current status leads to the suggestions to promote the utilization and efficiency of AIS. The level of experiences and education of information system (IS) personnel turns out to be still low. More education is needed to upgrade the IS personnel. AIS users lack in the computer knowledge. The users need more computer education. The analysis on the computerization and information characteristics of the AIS subsystems shows that the computerization is well established in the financial accounting area. On the other hand, the computerization for managerial accounting areas is in its early stage. The managerial accounting systems need be developed to support the managerial decision making effectively. The majority of firms develop the AIS by their own IS teams. When firms use the consulting services in developing AIS, they prefer accounting firms. The majority of firms fail to evaluate the AIS because the evaluation tools are not available. Most firms do not perform the auditing for AIS. It is needed to develop the tool and techniques for evalauation and auditing AIS.

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A Stochastic Control for Nonlinear Systems under Random Disturbance Based on a Fluid Motion (유체운동에 의한 불규칙 가진을 받는 비선형계의 확률제어)

  • Oh, Soo-Young;Kim, Yong-Kwan;Cho, Lae-Kyoung;Choi, Young-Seob;Heo, Hoon
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2001.05a
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    • pp.892-896
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    • 2001
  • Investigation is performed on the stability of nonlinear system under turbulent fluid motion modelled as white noise random process, which is a preliminary result in the course of research on the characteristic and nonlinear control of the stochastic system. Adopted physical model is beam-type structure with tip-mass and main base mass. The governing equation is derived via F-P-K approach in stochastic sense. By means of Gaussian Closure method infinite dynamic moment equations due to system nonlinearity is closed to finite one. At the best of authors' knowledge, it is the first trial to design nonlinear controller by using of sliding mode technique in stochastic domain and control performance and effect in stochastic domain is studied.

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Effects of Participation Environmental UCC Making Program on Elementary School Students' Environmental Literacy (초등학생의 환경 UCC 제작 참여가 환경 소양에 미치는 영향)

  • Kim, Sin-Bae;Nam, Young-Sook
    • Hwankyungkyoyuk
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    • v.22 no.2
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    • pp.107-117
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    • 2009
  • The purpose of this study is to find out the effects of participation environmental UCC(User Created Content) making program on elementary school students' environmental literacy. Through the questionnaires and the analysis of students' outcomes, the effects of environmental literacy in both quality and quantity was verified. By applying computer programs to make environmental UCC to elementary students, helped them increase their environmental knowledge, and got them to recognize the importance of the environment that surrounds them. Students can find a solution to solve environmental problem from their interaction between the environment and themselves. It could also improve students' ability to think positively. From this research, I hope we require to develop possible programs for various kinds of educational activities based on UCC ones, since we already verified the effects of computer programs to make environmental UCC. The programs to make environmental UCC with learners participated is a kind of good model to reflect the learner's need who is a educational user. Or it could be teaching materials to help meet learner's viewpoint. It can also offer learner-oriented and creative learning and which teachers and learners work together to make a good result and that they make a new wave, instead of being teacher-oriented, which teachers force learners to do something. We can have a feeling of achievement through this and we can expect to enhance both our professional ability as a environmental teacher and the quality of lesson.

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Past, Present, and the Future of Understanding the Entity of the Meridian System (경락시스템 실질에 대한 이해: 과거와 현재 그리고 미래)

  • Chae, Youn Byoung
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.30 no.6
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    • pp.402-411
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    • 2016
  • The concept of the meridian system is originated from an empirical, systematic references in the clinical setting, which does not always require anatomical features. As the principles of systems biology are mainly associated with regulating the body's internal environment to maintain a stable condition, they are closely similar to the theory of the meridian system. In this review, I describe the origin of the concept of the meridian system, current status of research on the meridian system and acupuncture points, and the future directions of the research. To unravel the entity of the meridian system, we have to start from understanding its origin and clinical significance. The meridian system, as a theoretical model of the indications of acupuncture points, can help to understand the interconnections that underlie the pathologies of particular diseases or symptoms. Based on the establishment of clinical data platform for acupuncture research, we can extract novel medical information from the clinical data and generate analytical models that are useful for medical knowledge discovery on acupuncture points in the future.

Education Contents Development that Use Thermoelectric Power Plant Generation Facility Third Dimensional Model (3차원 모델을 활용한 발전설비 교육컨텐츠 개발)

  • Kim, Seok-B.;Back, Nam-H.;Son, Kwang-S.;Kim, Joo-Seok;Moon, Seung-Jae;Lee, Jae-Heon
    • 한국전산유체공학회:학술대회논문집
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    • 2008.03b
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    • pp.362-368
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    • 2008
  • The purpose of this is providing employees who take charge of operation and maintenance at power plant with education contents that can be used for self-studying and on the job training through their computers. We developed the education contents for making actually application possible using this piping and instrument diagram(P&ID), operation and maintenance procedure, unit specification and material of 500MW thermal power plant those include unit equipment 3-dimension animation, character and narration performance considering making teaching plan, flexibility, extension, reuse, maintenance and focusing on user. Specially, we developed the flash type education contents about power plant operation based on the plant 3-dimension animation and the spot real picture concerned about new generation trend for power plant incoming employees actual knowledge. in addition, this contents apparently contributed to improve the level of employees technical power as distributed to employees.

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하이퍼텍스트 정보검색에 관한 연구

  • 이영자
    • Journal of Korean Library and Information Science Society
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    • v.18
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    • pp.91-138
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    • 1991
  • The paper describes the application areas of the hypertext and the relevance of hypertext principles to the information retrieval system. As to the techniques of the hypertext information retrieval the various navigation method including a guided tour, a history list, a browser, a book-mark, etc. are discussed. The query system is considered as the other technique to be integrated into the hypertext system for the enhancement of the interactive function of the information retrieval. Based on the theoretical background, a conceptual model of hypertext information retrieval system was constructed using GUIDE which was developed by P.J. Brown of Kent University. 16 bibliographic records from LISA of 1991(June) were used for the illustration of the basic operation of the system. Though the study could not reach the implementation level due to the absolute constraints of the time and experimental environments, further efforts will continue to develop a prototype system of a hypertext information retrieval. A few conclusions can be derived from the study : (1) The integration of the hypertext into the information retrieval system can be justified by permitting the end-users to have much stronger and more flexible interaction with the system. (2) The more the degree of the sofistication of the existing information retrieval system is the more the possibility of the development of an effective and user-oriented information retrieval system will be greater by integrating guide as a front end system to the underlying software. (3) The deep knowledge about the functions of information retrieval which can be enhanced by the hypertext could be acquired by the information retrieval specialists.

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An English Translation Study on the First Eight Issues about Pulse Diagnosis of "Classic of Difficult Issues(難經)" ("난경(難經)" 맥진조(脈診條) 중 일난~팔란(一難~八難)의 영역(英譯) 연구(硏究))

  • Kim, Ji-Young;Baek, Jin-Ung
    • Journal of Korean Medical classics
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    • v.22 no.3
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    • pp.187-202
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    • 2009
  • The globalization of oriental medicine can be interpreted as the work of making its own contents able to be communicated among global heterogeneous cultural groups. In the field of oriental medical classics the work is to translate its classics into English and introduce them to researchers of oriental medicine in the world, which is essential in order to stimulate global academic communication in that the classics are the prototype as well as the source of oriental medical knowledge for thousands of years. Previous English translation studies have had limits in that terms used were not based on mutual agreement. Now "WHO International Standard Terminologies on Traditional Medicine in the Western Pacific Region(WHO-IST)" is the outcome of developing standard terminologies on oriental medicine contributed by researchers of Korea, China and Japan. The study aims to translate parts of "Classic of difficult issues(難經)" into English adopting "WHO-IST" hoping to set a model of translation study which can be communicated universally.

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