• Title/Summary/Keyword: Experience of Learning

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Consciousness, Cognition and Neural Networks in the Brain: Advances and Perspectives in Neuroscience

  • Muhammad Saleem;Muhammad Hamid
    • International Journal of Computer Science & Network Security
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    • v.23 no.2
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    • pp.47-54
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    • 2023
  • This article reviews recent advances and perspectives in neuroscience related to consciousness, cognition, and neural networks in the brain. The neural mechanisms underlying cognitive processes, such as perception, attention, memory, and decision-making, are explored. The article also examines how these processes give rise to our experience of consciousness. The implications of these findings for our understanding of the brain and its functions are presented, as well as potential applications of this knowledge in fields such as medicine, psychology, and artificial intelligence. Additionally, the article explores the concept of a quantum viewpoint concerning consciousness, cognition, and creativity and how incorporating DNA as a key element could reconcile classical and quantum perspectives on human behaviour, consciousness, and cognition, as explained by genomic psychological theory. Furthermore, the article explains how the human brain processes external stimuli through the sensory nervous system and how it can be simulated using an artificial neural network (ANN) consisting of one input layer, multiple hidden layers, and an output layer. The law of learning is also discussed, explaining how ANNs work and how the modification of weight values affects the output and input values. The article concludes with a discussion of future research directions in this field, highlighting the potential for further discoveries and advancements in our understanding of the brain and its functions.

Proposal of DNN-based predictive model for calculating concrete mixing proportions accroding to admixture (혼화재 혼입에 따른 콘크리트 배합요소 산정을 위한 DNN 기반의 예측모델 제안)

  • Choi, Ju-Hee;Lee, Kwang-Soo;Lee, Han-Seung
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2022.11a
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    • pp.57-58
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    • 2022
  • Concrete mix design is used as essential data for the quality of concrete, analysis of structures, and stable use of sustainable structures. However, since most of the formulation design is established based on the experience of experts, there is a lack of data to base it on. are suffering Accordingly, in this study, the purpose of this study is to build a predictive model to use the concrete mixing factor as basic data for calculation using the DNN technique. As for the data set for DNN model learning, OPC and ternary concrete data were collected according to the presence or absence of admixture, respectively, and the model was separated for OPC and ternary concrete, and training was carried out. In addition, by varying the number of hidden layers of the DNN model, the prediction performance was evaluated according to the model structure. The higher the number of hidden layers in the model, the higher the predictive performance for the prediction of the mixing elements except for the compressive strength factor set as the output value, and the ternary concrete model showed higher performance than the OPC. This is expected because the data set used when training the model also affected the training.

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A Study on the Abilities and Characteristics of the Systems Thinking for Pre-service Elementary Teachers (예비초등교사들의 시스템사고 능력 및 특성에 대한 연구)

  • Moon, Byoung-Chan;Kim, Hai-Gyoung
    • Korean System Dynamics Review
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    • v.8 no.2
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    • pp.235-252
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    • 2007
  • This study focused on the analysis of the abilities and characteristics of the systems thinking for pre-service elementary teachers. Systems thinking is defined as the ability to see the world as a complex system in which one understands that everything is connected to everything else. For this study, 345 subjects carrying of the 2nd grade were selected and participated in making out the protocol developed by Sweeney and Sterman(2000) for the estimating ability of the systems thinking. As a result, the proportion of the correct answers based on the total points of view was 63%. However, the proportion of correct answer was considerably different according to the gender. The women group showed 53%, while the men group was 76%. Especially, there was a great difference in the rates of correct answer depending on their academic tracks of the humanities or natural science courses in the high school. The average rates of the correct answers for the natural science and the human science were 84 and 46%, respectively. Consequently, the ability of the systems thinking for pre-service elementary teachers is highly related with their gender and learning experience in the high school. The results of this study may contribute the practical use of the systems thinking in the area of the science education.

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An Inquiry into Agricultural Development Theory (1) - Fei-Ranis's Historical Approach and its Relevance to Less Developed World - (농업발전(農業發展) 이론연구(理論硏究) (I) - Fei-Ranis의 경제사적(經濟史的) 접근방법(接近方法)을 중심(中心)으로 -)

  • Lee, Ho Chol
    • Current Research on Agriculture and Life Sciences
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    • v.1
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    • pp.239-253
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    • 1983
  • This study attempted to introduce Fei-Ranis's agricultural development theory and discuss its problem for the rural development of less developed world. Fei-Ranis systematized the development process of Western European economy on the ground of dualism. They divided the process into 4 stages by the concept of 'mode of operation'. Paticularly, they consider agrarian mercantilism as take-off stage and its development were achieved by the increase of trade margin and labor productivity. Especially, they thought that only agricultural revolution through the diffusion of internal exchange economy and construction of tree-star system can accomplish favorable transition to industrial capitalism. In order to promote this agricultural development, less developed world must abolish short-run agricultural policy and propel 'learning by the contact' strategy through 'tree-star system' and 'parellel development.' In reality, it was problematic that the contemporary less developed world is trying, in the course of a few decades, to imitate Western European experience with development over the last four centuries. But Fei-Ranis ignored qualitative aspects of agricultural development by tree-star system and also it is criticized that they considered agricultural development process of less developed world follows only that of Western European classical process.

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A preliminary study for the development of educational IPTV contents (IPTV 교육용 콘텐츠 개발을 위한 탐색적 연구)

  • Leem, Jung-Hoon;Han, Seung-Yeon;Kim, Se-Ri
    • Journal of The Korean Association of Information Education
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    • v.13 no.4
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    • pp.517-528
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    • 2009
  • As a convergence media, IPTV is expected to provide better learning experience with customized and individualized contents. Yet, little has been known in the are of contents development. Hence, the purpose of this study was to explore educational use of IPTV in terms of design and development perspective. First, this paper identifies the concept and characteristics of IPTV in an educational context. Second, it categorizes the types of IPTV contents. Lastly, the paper discusses guidelines for the design, development, and management of educational IPTV contents.

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An Analysis of Research on Nursing Practice Education in Korea (간호학 실습교육에 대한 국내 연구현황 분석)

  • Jho, Mi-Young
    • The Journal of Korean Academic Society of Nursing Education
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    • v.16 no.2
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    • pp.239-248
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    • 2010
  • Purpose: This study was done to propose the developmental direction of study related to nursing practice education by grasping the trend of study in fundamental and clinical practice. Method: A total of 48 research articles which were published on nursing practice education in Korea from 2002 to 2009 were analyzed with structured analysis forms. Result: Most research was related to clinical practice (n=40). A high percentage of non-experimental research design was related to fundamental practice (75%) and clinical practice (65%). Qualitative research was only used in clinical practice (n=8). Nursing students were predominantly selected as an object of research in fundamental practice (n=6) and clinical practice (n=32). In addition, many of the areas in clinical practice were a general clinical setting without any classification of the specific area. The concepts of research in fundamental practice were related to competency in basic nursing skill and most concepts of research in clinical practice were associated with satisfaction, stress, experience, critical thinking and problem solving ability of the nursing student. Conclusion: There's something to be desired in nursing research related to instructor methods, teaching-learning methods and nursing education programs. Therefore, more specific and continuous research focused on these topics to improve clinical nursing competence of the nursing student is needed.

Elementary School Teachers' Perceptions on Science Contests (과학경연대회에 대한 초등 교사들의 인식)

  • Lee, Nam Hee;Lim, Heejun
    • Journal of Korean Elementary Science Education
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    • v.35 no.1
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    • pp.89-97
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    • 2016
  • Science contest is one of the important programs of extracurricular school science activities which give various experience for science learning. In order to understand teachers' perceptions on science contests in elementary school, this study investigated teachers' awareness of science contests, perceptions and difficulties in carrying out science contests in each school, their perceptions on the preparing process of statewide science contest, and the preference of the types of preliminary science contests. 196 teachers were responded to survey, and 8 teachers were interviewed. The results showed that elementary teachers were aware of various science contests through their in-school experiences. The main difficulties of teacher on science contests was lack of professionalism on science and science contests. While teachers preferred the preliminary round of contest by contest's host to the preliminaries of science contest in each school. They also worried about the intimidation of science month's festival in schools. Based on the understanding of the teachers' perceptions on science contests, educational implications were discussed.

The Perception Gap about Conflict Factors and Solutions by Experience of Returning to Farming (귀농·귀촌의 경험 여부에 따른 갈등 요인과 관리에 대한 인식 차이)

  • Lee, Seong-il;Ahn, Min-ji;Kim, Yong-geun
    • Journal of Korean Society of Rural Planning
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    • v.22 no.2
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    • pp.77-87
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    • 2016
  • Targeting people returning to farming and also people preparing for returning to farming, this study analyzed differences in awareness of conflict factors and conflict management focusing on the conflicts experiencing in the process of their movement and settlement process in rural area. In the results, people preparing for returning to farming showed higher awareness of conflicts and also higher necessity of conflict management than people already returning to farming. Also, both groups preferred individual conflict management to structural conflict management. Based on the results like above, the implications can be summarized like below. First, it would be necessary to have programs informing possible conflicts in advance in the process of returning to farming and also relieving psychological anxiety by providing prior-learning to people preparing for returning to farming. Second, it would be necessary to have individual conflict management measures to establish mutual trust and to form community spirit through regular social gatherings between original residents and people returning to farming. Since the effect of conflict management can be maximized only when the structural and individual conflict managements are properly harmonized, it would be necessary to have the structural conflict management which is relatively felt difficult.

Implementing Linear Models in Genetic Programming to Utilize Accumulated Data in Shipbuilding (조선분야의 축적된 데이터 활용을 위한 유전적프로그래밍에서의 선형(Linear) 모델 개발)

  • Lee, Kyung-Ho;Yeun, Yun-Seog;Yang, Young-Soon
    • Journal of the Society of Naval Architects of Korea
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    • v.42 no.5 s.143
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    • pp.534-541
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    • 2005
  • Until now, Korean shipyards have accumulated a great amount of data. But they do not have appropriate tools to utilize the data in practical works. Engineering data contains experts' experience and know-how in its own. It is very useful to extract knowledge or information from the accumulated existing data by using data mining technique This paper treats an evolutionary computation based on genetic programming (GP), which can be one of the components to realize data mining. The paper deals with linear models of GP for the regression or approximation problem when given learning samples are not sufficient. The linear model, which is a function of unknown parameters, is built through extracting all possible base functions from the standard GP tree by utilizing the symbolic processing algorithm. In addition to a standard linear model consisting of mathematic functions, one variant form of a linear model, which can be built using low order Taylor series and can be converted into the standard form of a polynomial, is considered in this paper. The suggested model can be utilized as a designing tool to predict design parameters with small accumulated data.

Development and application of a STEAM program using classroom wall gardens

  • Kwack, Hye Ran;Jang, Eu Jean
    • Journal of People, Plants, and Environment
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    • v.24 no.4
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    • pp.365-376
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    • 2021
  • Background and objective: This study aims to develop and apply programs in agriculture and life sciences for promoting divergent thinking in STEAM using classroom wall gardens. The process of the STEAM program such as presentation of the situation, creative design, and success experience is proposed to utilize STEAM education as a distinguished program. Methods: Four types of classroom wall gardens were used in this program, such as the 'plaster pot wall garden', 'attachable LED wall garden'. 'coffee pack wall garden', and 'hanging wall garden' for each classroom. For this purpose, official letters were sent to relevant institutions (elementary schools) specified by the research institute, and classes were conducted on the selected elementary school students. Results: A satisfaction survey and effect analysis were conducted on the students participating in the program. The program was designed to take a total of 11 hours, comprised of teaching plans including the topics, purpose of production, subject outlines, learning goals, and elements of STEAM subjects and stages. Conclusion: According to the survey on student satisfaction and understanding, it was found that students participating in the program have a high level of understanding and participation, as well as increased interest in science. Also, the program helped the students to connect with other subject areas. The level of student satisfaction was especially high in the upper grades. It is believed that the results of this research contribute to the development of STEAM education programs in agriculture and life sciences as well as other subject areas.