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Learning for Environment and Behavior Pattern Using Recurrent Modular Neural Network Based on Estimated Emotion (감정평가에 기반한 환경과 행동패턴 학습을 위한 궤환 모듈라 네트워크)

  • Kim, Seong-Joo;Choi, Woo-Kyung;Kim, Yong-Min;Jeon, Hong-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.14 no.1
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    • pp.9-14
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    • 2004
  • Rational sense is affected by emotion. If we add the factor of estimated emotion by environment information into robots, we may get more intelligent and human-friendly robots. However, various sensory information and pattern classification are prescribed for robots to learn emotion so that the networks are suitable for the necessity of robots. Neural network has superior ability to extract character of system but neural network has defect of temporal cross talk and local minimum convergence. To solve the defects, many kinds of modular neural networks have been proposed because they divide a complex problem into simple several subproblems. The modular neural network, introduced by Jacobs and Jordan, shows an excellent ability of recomposition and recombination of complex work. On the other hand, the recurrent network acquires state representations and representations of state make the recurrent neural network suitable for diverse applications such as nonlinear prediction and modeling. In this paper, we applied recurrent network for the expert network in the modular neural network structure to learn data pattern based on emotional assessment. To show the performance of the proposed network, simulation of learning the environment and behavior pattern is proceeded with the real time implementation. The given problem is very complex and has too many cases to learn. The result will show the performance and good ability of the proposed network and will be compared with the result of other method, general modular neural network.

Analysis of the Effects of Discourse-Based Math Instructions (담화 중심 수학 수업의 효과 분석)

  • Hong, Keum-Hee;Choi, Jae-Ho
    • Journal of Elementary Mathematics Education in Korea
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    • v.15 no.3
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    • pp.559-577
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    • 2011
  • The purpose of this study was to investigate the effects of discourse-based math instructions on the students' mathematical attitudes and learning achievements by providing fifth graders with an opportunity to take active part in learning during math classes and applying discourse-based math instructions, which are to expand the speaking experiences as the most fundamental way to express ideas in communication. Those research efforts led to the following results: First, the discourse-based math instructions turned out to have positive influences on flexibility, will power, curiosity, reflection, and value of mathematical attitudes. When the results were reviewed before and after the instructions without considering the subvariables of attitude, there were statistically significant differences(p<0.01), which indicates that the discourse-based math instructions exerted very positive effects on the students mathematical attitudes. Second, there were no statistically significant effects in learning achievements between the experimental and comparative group, but the experimental group, which recorded low mean scores in the pre-test, increased their mean scores by 3.81 points in the post-test, which suggests that the discourse-based math instructions had positive influences on them. Third, the subjects' responses on the questionnaire on discourse-based instructions reveal that the discourse-based math instructional provided them with an opportunity to explore solutions in various ways. In short, discourse-based math instructions have positive influences on mathematical attitudes and are effective in increasing communication ability.

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A Study on Design Education in Primary School -With Emphasis on Analysing the Present Condition of Design Education in Korean Primary School- (초등학교 디자인 교육에 관한 연구 -국내 디자인 교육의 현황 분석을 중심으로-)

  • 김혜숙;권은숙
    • Archives of design research
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    • v.12 no.4
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    • pp.191-200
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    • 1999
  • Improving the design ability of idea developing and creative problem solving should be started from the primary school. Design education in the primary school should be not education for design but education by design. It helps students can naturally understand the basic concept of design and experience the process of activities. Therefore primary educational circle use the term of 'Design-related activities', or 'Design-Based Education'. It can be applied to variable themes of mathematics, science, music, society as well as Art. On the Basis of these literature review, the traditional design education as a part of the art education is analyzed in two aspects of its contents and behaviors. The contents in design education involve aesthetic·symbolic, useful·functional, and scientific·technological area. And, the basic design behaviors are classified with 'know', 'perceive', 'inquire', and so on. This concept becomes the analytic frame of the present condition of design education in Korean primary school. Through the analysis, it is found that the portion of scientific·technological area in contents and 'inquire' related behaviors are relatively very low. Also, the planning and teaching methods for leading children's opportunity of creative expression are found inadequate. This study proposes the potential capability and the integrative contents of design education in primary school.

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Geospatial Assessment of Frost and Freeze Risk in 'Changhowon Hwangdo' Peach (Prunus persica) Trees as Affected by the Projected Winter Warming in South Korea: II. Freezing Risk Index Based on Dormancy Depth as a Proxy for Physiological Tolerance to Freezing Temperature (겨울기온 상승에 따른 복숭아 나무 '장호원황도' 품종의 결과지에 대한 동상해위험 공간분석: II. 휴면심도로 표현한 생리적 내동성에 근거한 동해위험지수)

  • Kim, Jin-Hee;Kim, Soo-Ock;Chung, U-Ran;Yun, Jin-I.;Hwang, Kyu-Hong;Kim, Jung-Bae;Yoon, Ik-Koo
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.11 no.4
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    • pp.213-220
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    • 2009
  • In order to predict the risk of freeze injury for 'Changhowon Hwangdo' peach trees, we used the dormancy depth (i.e., the daily chill unit accumulation during the overwintering period) as a proxy for the short-term, physiological tolerance to freezing temperatures. A Chill-days model was employed and its parameters such as base temperature and chilling requirement were optimized for peach trees based on the 12 observational experiments during the 2008-2009 winter. The model predicted the flowering dates much closer to the observations than other models without considering dormancy depth, showing the strength of employing dormancy depth into consideration. To derive empirical equations for calculating the probabilistic freeze risk, the dormancy depth was then combined with the browning ratio and the budburst ratio of frozen peach fruit branches. Given the exact date and the predicted minimum temperature, the equations calculate the probability of freeze damages such as a failure in budburst or tissue browning. This method of employing dormancy depth in addition to freezing temperature would be useful in locating in advance the risky areas of freezing injury for peach trees production under the projected climate change.

Mobile Cloud Context-Awareness System based on Jess Inference and Semantic Web RL for Inference Cost Decline (추론 비용 감소를 위한 Jess 추론과 시멘틱 웹 RL기반의 모바일 클라우드 상황인식 시스템)

  • Jung, Se-Hoon;Sim, Chun-Bo
    • KIPS Transactions on Software and Data Engineering
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    • v.1 no.1
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    • pp.19-30
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    • 2012
  • The context aware service is the service to provide useful information to the users by recognizing surroundings around people who receive the service via computer based on computing and communication, and by conducting self-decision. But CAS(Context Awareness System) shows the weak point of small-scale context awareness processing capacity due to restricted mobile function under the current mobile environment, memory space, and inference cost increment. In this paper, we propose a mobile cloud context system with using Google App Engine based on PaaS(Platform as a Service) in order to get context service in various mobile devices without any subordination to any specific platform. Inference design method of the proposed system makes use of knowledge-based framework with semantic inference that is presented by SWRL rule and OWL ontology and Jess with rule-based inference engine. As well as, it is intended to shorten the context service reasoning time with mapping the regular reasoning of SWRL to Jess reasoning engine by connecting the values such as Class, Property and Individual which are regular information in the form of SWRL to Jess reasoning engine via JessTab plug-in in order to overcome the demerit of queries reasoning method of SparQL in semantic search which is a previous reasoning method.

A Zoning Method for Forest Landscape Management by Visual Quality Assessment (시각적 질 평가에 의한 산림경관 관리구역 구획방법)

  • Lee, Gwan-Gyu;Park, Chan-Woo
    • Journal of Korean Society of Forest Science
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    • v.101 no.1
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    • pp.148-157
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    • 2012
  • Korea, with 63.7% of the land being forests, has unique characteristics of forest landscapes coming into view for most residential areas and roads. This study was undertaken with a purpose of supporting forest landscape management by partitioning the areas that landscape management is needed. Through analysing the degree of forest landscape management needs and the visual absorption capability for landscape changes, the zoning process and method for landscape management were conducted. In order to select the areas that are managed by priority for landscape, the degree of forest landscape management needs was quantitatively analyzed with the main scenic sites, travel frequencies, major forest landscape resources, and areas with demand for walking and automobile travel as the basis. The visual absorption capability that means the visual acceptance capability against physical landscape changes of the designated areas was analyzed in order to select the areas that are suitable for artificial landscape management. As a result, it became possible to express the degrees of forest landscape management needs in high, middle, and low sub-areas, and the visual absorption capability in high, middle, and low sub-areas, for each of the three zones in terms of spaces in the forest landscape management areas. For example, among the forest landscape transition zones, if the degree of forest landscape management needs is high and the visual absorption capability is high, then aggressive landscape management would be possible; this would also mean that this area could accept certain levels of physical landscape changes. By applying zoning methods like these, it was possible to attain a conclusive result that proper means of landscape design and management of the forest landscape resources and the surrounding areas could be provided.

Theater Reservation System Using SVG(Scalable Vector Graphics) (SVG(Scalable Vector Graphics)를 활용한 극장 예약 시스템)

  • Jeon, Tae-Ryong;An, Seong-Ok
    • The Journal of Engineering Research
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    • v.5 no.1
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    • pp.17-35
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    • 2004
  • Svg(Scalable Vector Graphics) is xml graphic standard recommended by E3C as a language based on xml to express two-dimension graphic. Svg can accommodate all Xml's patency and advantage of interoperability, and can used as various web applications being combined with other xml language. In addition, Svg can be applied to the fields of electronic commerce, geographical information, computer education and advertisement because it can produce high quality of dynamic from real-time data. SVG's application can be enhanced by linking with database. In this paper, we discuss how Svg can be utilized in theater reservation system, not just explaining svg's meaning or ability. Svg added graphic advantage in addition to xml's advantage. This means that svg retains not only graphic element but also xml's softness. It becomes easier to designate seats and add them. Current reservation system provided in general only information on time and price for a ticket, but the system using SVG in this paper provides additional information on position, price, cancellation and purchase availability of seat.

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Interchange study of the Korean late intellectual group (조선후기 지식인집단의 교류양상 연구 - 서천매화사를 중심으로 ­-)

  • Maeng, young-ill
    • (The)Study of the Eastern Classic
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    • no.73
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    • pp.35-63
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    • 2018
  • The intellectuals of the Joseon Dynasty were Yangban Sadaebu who had knowledge based on Confucianism(Neo-Confucianism), enjoyed cultural powers by expressing their knowledge in words or writing, and entered government posts to guide society with such knowledge or included some pre-officials. Sisa(Poem Society) was a major place of knowledge transmission to acquire and impart knowledge of creating Chinese poems that traditional intellectuals of the Joseon Dynasty possessed. Seocheonmaehwasa(西泉梅花社) was a group of writers from the late Joseon Dynasty gathered together based on the commonality of kinship and political iniquity although they were different factions like Nam'in and Soron, and they enjoyed apricot blossoms and wrote poems there. Seocheonmaehwasa(西泉梅花社) was basically the meeting making poems. They improved their creative abilities with creating poems. Seocheonmaehwasa(西泉梅花社) was a major place of knowledge transmission to acquire and impart knowledge of creating Chinese poems that traditional intellectuals of the Joseon Dynasty possessed.

Fundamental Epistemology on Nature Examined by Zhuangzi through the Man of Truth (장자(莊子)가 진인(眞人)을 통하여 밝힌 자연(自然)과 진인관(眞人觀)에 따른 인간관(人間觀) - 『장자(莊子)』 「대종사(大宗師)」의 진인(眞人)을 중심으로 -)

  • Ban, Sng-hyoun
    • Journal of Korean Philosophical Society
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    • v.137
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    • pp.193-223
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    • 2016
  • This research examines the recognition of nature as identified by Zhuangzi through the man of truth. Zhuangzi defines inactivity as an act of nature and personifies it as the man of truth, a holy man who achieves salvation. It is the stage that is united with nature by breaking out of secular restriction and achieving the absolute liberal spirit. The man of truth is the origin enabling all the acts of nature. And since the existence of all living things is connected, the change of life and death complies with the operation of nature. It is an irresistible destiny for all human beings. Therefore, the duty of nature recognizes the life and death of all creation into a single perspective. In this sense, the feelings of joy and sorrow that human beings feel are unnecessary. When following the duty of nature and destiny, which is to break out of secular desire and empty the mind, it is possible to go to the stage of futility and enjoy a silent and comfortable life. Zhuangzi explains it as living free from worldly cares, which is the stage of 'Soyoyoo(逍遙遊)'. In this thesis, the principles of courtesy and the virtue of Confucianism are stated and are contrary to the concept of futility asserted by Zhuangzi. But, a different approach could be attempted which recognizes a superman who is even more evolved from the man of truth. The philosophical ideology of Zhuangzi could be a necessary factor for modern people and his oriental natural spirit should be highly appreciated.

Development of Construction Manager's Competency Evaluation Index Using Sports Analysis Techniques - Focused on Notational Analysis - (스포츠 분석 기법을 활용한 건설관리자 역량 평가지표 개발 - 부호화 분석을 중심으로 -)

  • Lee, Jinsol;Park, Moonseo;Lee, Hyeon-soo;Cho, Jongwoo;Yoon, Inseok
    • Korean Journal of Construction Engineering and Management
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    • v.20 no.4
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    • pp.34-45
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    • 2019
  • To drive construction project successful, a construction manager with good competency is needed. In order to select appropriate construction manager, there should be a standard and a method for appropriately evaluating the competency of construction manager. There have been many researches on the competency of construction managers, but there are two points to be supplemented. One is that construction manager's competency measurement was not concrete and objective, and the other is that construction project performance directly reflects individual manager's performance. The purpose of this study is to derive a construction manager competency evaluation index by using the Notational Analysis technique that is used when deriving an indicator that measures the athlete's competency in sports. This analysis was drawn with Delphi method. Finally, the 'measurable behaviors'were derived that can evaluate the competency of construction managers. Through this, it is possible to express each manager's expertise, leadership, and personal characteristics in numerical expression. This will help decision makers when selecting construction managers. It is anticipated that decision makers will be able to make the decision to select the necessary construction managers easier because it can evaluate the construction managers through a scientific approach based on the record by supplementing the existing method which only relied on intuition.