• Title/Summary/Keyword: 과학지식의 구조

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A Knowledge-based Question-Answering System: With A View To Constructing A Fact Database (지식기반 (Knowledge-based) 질의응답시스템: 사실 자료 (Faet Database)구축을 중심으로)

  • 신효필
    • Korean Journal of Cognitive Science
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    • v.13 no.1
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    • pp.41-51
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    • 2002
  • In this paper, I describe a knowledge-based question-answering system and significance of the system with a view to constructing a fact database. The knowledge-based system takes advantage of existing NLP-resources such as conceptual structures of ontologies along with morphotogical, syntactic and semantic analysis. The use of conceptual structures allows us to select right answers through inferences basically made by expansions of concepts. However, the work of constructing factual knowledge requires a great amount of acquisition time in large-scale applications because of the nature of human interference. This is why the procedure of acquiring factual knowledge cannot be fully automated. Apart from efficiency considerations. the knowledge-based system deserves serious consideration, I point out benefits of the system and describe the whole procedure of building the system in terms of a fact database.

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Exploring the Scientific Epistemological Beliefs That Pre-service Teachers Accepted through Feynman's 'Science Lectures' (파인만의 '과학 강의'를 통해 예비교사가 받아들이게 된 과학에 대한 인식론적 신념 탐색)

  • Ju-Won Kim;Sungman Lim
    • Journal of the Korean Society of Earth Science Education
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    • v.16 no.1
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    • pp.72-86
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    • 2023
  • The purpose of this study is to examine what epistemological beliefs pre-service teachers have about science depending on the situation, and to explore in-depth changes in epistemological beliefs through disciplinary reading. For this purpose, 77 essays written by pre-service elementary school teachers after reading Feynman's 'the meaning of it all' were analyzed using an inductive analysis method. As a result of the study, the epistemological beliefs of pre-service teachers were divided into two situations: 'science in subject learning' and 'science in daily life', and the epistemological beliefs formed in the 'science handled by scientists' situation were analyzed after reading the book. Each situation was divided into sub-categories of 'Impression of Knowledge', 'Source of Knowledge', 'Justification of Knowledge', 'Variability of Knowledge', 'Structure of Knowledge', and 'Value of Knowledge Acquisition' to reveal differences in sophisticated beliefs and naive belief levels. As a result, it was derived that Feynman's science lecture influenced pre-service teachers in terms of establishing new perspectives and recontextualizing existing epistemological beliefs. This study is meaningful in that pre-service teachers' scientific epistemological beliefs may vary depending on the situation, and that the scope and depth of epistemological beliefs may be expanded to include scientists' beliefs in science through disciplinary reading.

The influence of social capital on knowledge sharing behavior of mobile learners (사회적 자본이 이동학습자의 지식공유행위에 미치는 영향)

  • Qin, Ying;Lee, Kyeong-Rak;Lee, Sang-Joon
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.8 no.9
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    • pp.647-658
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    • 2018
  • Modern society is complex and rapidly changing, and knowledge sharing is needed to acquire and create knowledge. Knowledge sharing is the act of providing information knowledge and know-how of their own in order to cooperate with or help their colleagues. This study presents a research model using social capital theory to explain the mobile knowledge sharing behavior of virtual community members. Based on previous studies, social capital theory is divided into structural, relational, and cognitive aspects. It was composed of social interaction ties as a measure of structural aspect, trust as a measure of cognitive aspect, shared language, shared vision and relational aspect. After collecting survey data, factor analysis and regression analysis were performed using SPSS 22. In this way, we examined how the detailed factors of social capital affect information sharing behavior and how the level of knowledge sharing affects community promotion. The results showed that social interaction ties, shared language, shared vision, and trust affect knowledge sharing. Knowledge sharing has had a positive impact on community promotion.

Exploring the Knowledge Structure of Fuel Cell Electric Vehicle in National R&D Projects for the Hydrogen Economy (수소 경제를 위한 국가R&D과제에서 연료전지전기차의 지식구조 탐색)

  • Choi, Jung Woo;Lee, Ji Yeon;Lee, Byeong-Hee;Kim, Tae-Hyun
    • The Journal of the Korea Contents Association
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    • v.21 no.6
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    • pp.306-317
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    • 2021
  • With a global shift from carbon economy towards hydrogen economy, leading countries such as the U.S., Europe, China, and Japan are focusing their research capabilities on hydrogen research and development(R&D) by announcing various hydrogen economy policies. South Korea also has been following this global trend by announcing hydrogen economy roadmap in January 2019 and legislating hydrogen economy related law. In this paper, we tried to figure out the national R&D trend of Fuel Cell Electric Vehicle(FCEV) and its knowledge structure by using recent 10-year project data of National Technology and Information Service(NTIS). We collected 1,479 FCEV-related projects and conducted text mining and network analysis. According to the analysis, FCEV-related R&D has been actively carried out over the entire process of hydrogen production, transport, storage, and utilization. Furthermore, the paper provides insights into the government's policy agenda building and market strategy on the hydrogen economy.

Differences in Conception of Science Learning in Accordance with the Science-giftedness, Gender and Subject Preference (과학영재성, 성별, 과목 선호도에 따른 과학학습에 대한 개념의 차이)

  • Park, Ji-Yeon;Jeon, Dong-Ryul
    • Journal of The Korean Association For Science Education
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    • v.31 no.4
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    • pp.491-504
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    • 2011
  • We investigated science-gifted students' conceptions on science learning. The inventory instruments used for our study were a questionnaire on the conceptions of learning science (COLS) and a questionnaire on the approaches to learning science (ALS). Our analysis of the questionnaires showed that there are differences in the conceptions of science learning between the science-gifted and ordinary students. Science-gifted students perceive science learning as storing up of scientific knowledge, expansion of knowledge structure and achievement of a new view. There are no differences in the conceptions of science learning between male and female science-gifted students. There are also no differences in the conceptions of science learning in terms of subject preference such as physics, chemistry, biology and earth science. Our analysis offer assistance to teaching material and teaching method for science courses.

Analytical Research on Knowledge Production, Knowledge Structure, and Networking in Affective Computing (Affective Computing 분야의 지식생산, 지식구조와 네트워킹에 관한 분석 연구)

  • Oh, Jee-Sun;Back, Dan-Bee;Lee, Duk-Hee
    • Science of Emotion and Sensibility
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    • v.23 no.4
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    • pp.61-72
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    • 2020
  • Social problems, such as economic instability, aging population, heightened competition, and changes in personal values, might become more serious in the near future. Affective computing has received much attention in the scholarly community as a possible solution to potential social problems. Accordingly, we examined domestic and global knowledge structure, major keywords, current research status, international research collaboration, and network for each major keyword, focusing on keywords related to affective computing. We searched for articles on a specialized academic database (Scopus) using major keywords and carried out bibliometric and network analyses. We found that China and the United States (U.S.) have been active in producing knowledge on affective computing, whereas South Korea lags well behind at around 10%. Major keywords surrounding affective computing include computing, processing, affective analysis, research, user modeling categorizing recognitions, and psychological analysis. In terms of international research collaboration structure, China and the U.S. form the largest cluster, whereas other countries like the United Kingdom, Germany, Switzerland, Spain, and Canada have been strong collaborators as well. Contrastingly, South Korea's research has not been diverse and has not been very successful in producing research outcomes. For the advancement of affective computing research in South Korea, the present study suggests strengthening international collaboration with major countries, including the U.S. and China and diversifying its research partners.

Discovering the Knowledge Structure of Graphene Technology by Text Mining National R&D Projects and Newspapers (국가R&D과제와 신문에서 텍스트마이닝을 통한 그래핀 기술의 지식구조 탐색)

  • Lee, Ji-Yeon;Na, Hye-In;Lee, Byeong-Hee;Kim, Tae-Hyun
    • The Journal of the Korea Contents Association
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    • v.21 no.2
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    • pp.85-99
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    • 2021
  • Graphene, called the "dream material" is drawing attention as a groundbreaking new material that will lead the era of the 4th Industrial Revolution. Graphene has high strength, excellent electrical and thermal conductivity, excellent optical permeability, and excellent gas barrier properties. In this paper, as the South Korean government recently announced Green New Deal and Digital New Deal policy, we analyze graphene technology, which is also attracting attention for its application to Corona 19 biosensor, to understand its national R&D trend and knowledge structure, and to explore the possibility of its application. Firstly, 4,054 cases of national R&D project information for the last 10 years are collected from the National Science & Technology Information Service(NTIS) to analyze the trend of graphene-related R&D. Besides, projects classified as green technology are analyzed concerning the government's Green New Deal policy. Secondly, text mining analysis is conducted by collecting 500 recent graphene-related articles from e-newspapers. According to the analysis, the field with the largest number of projects was found to be high-efficiency secondary battery technology, and the proportion of total research funds was also the highest. It is expected that South Korea will lead the development of graphene technology in the future to become a world leader in diverse industries including electric vehicles, cellular phone batteries, next-generation semiconductors, 5G, and biosensors.

Against Skepticism: Doubt and Belief in C. S. Peirce and Michael Polanyi (찰스 S. 퍼스와 마이클 폴라니의 회의론과 믿음(belief)에 대한 비교 연구)

  • Kim, Dong Ju
    • 기호학연구
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    • no.54
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    • pp.7-36
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    • 2018
  • Michael Polanyi's idea of tacit knowledge came from the realization that scientific objectivity and critical philosophy had become too restrictive for philosophy, especially in the realm of meaning, which is beyond positivistic proof and contains more non-critical elements than critical ones. In social life, people still share certain kinds of knowledge and beliefs which they obtain without making or learning those explicitly. Contemplating the role and significance of tacit knowledge, he called for a post-critical philosophy that integrates the realm of meaning and thereby appreciates the intertwined nature of tacit and explicit knowledge. Polanyi's position towards skepticism and doubt shows similarities with Charles S. Peirce's thinking about the relationship between belief and doubt. Although Peirce's semeiotics stands firmly in the tradition of critical philosophy, he affirms that doubt cannot be a constant state of mind and only belief can form a basis for a specific way of life. Polanyi's approach differs from Peirce's by focusing on the impossibility of scientific knowledge based solely on principles and precision, and his emphasis on the crucial role of the community of scientists. Nevertheless, the deeper implications of Peirce's contemplations on belief and doubt have myriad ramifications on the philosophy of science as well as the sociology of science.

An Analysis of Consumers' Socio-Cultural Experiences Expressed in Consumption Stories : An Experimental Application of a Narrative Analysis (소비생활 이야기에 반영된 소비자의 사회문화적 경험 분석: Narrative 분석의 실험적 적용)

  • Kim, Kee-Ok
    • Journal of the Korean Home Economics Association
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    • v.37 no.5
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    • pp.61-84
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    • 1999
  • The purpose of this study is to understand the context of cosumers' lives in Korea with a narrative analysis method. The epistemological orientation of eh narrative analysis is Interpretivism, which blends the two polar philosophical perspectives, Empiricism and Rationalism, and includes Narrotology, Hermeneneutics, Semiotics, and Structural Criticism. Narrative analysis takes as its object of investigation the story itself. This study collects eleven narrative plots from four housewives, into which Labov's structural approach is applied. This study shows clearly that the socio-cultural environment in which consumers live has strong influence on their consumption behavior and also reveals that narrativization tells not only about past actions but how individuals understand those actions, that is, meaning.

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A proposal of Edu-game System for Providing knowledge on Level (지식전달 에듀게임 체계 제안)

  • Park, Eun-Young;Hwang, Sin-Hee;Park, Young-Ho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2007.11a
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    • pp.157-160
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    • 2007
  • 네트워크로 연결된 온라인상의 게임은 상호 작용이라는 특성을 통해 빠르게 성장하고 있다. 이와 함께 흥미로운 요소를 가진 있는 게임의 장점과 온라인 교육의 장점을 결합한 교육용 게임이 등장하고 있는 추세이다. 하지만 이러한 온라인 교육용 게임은 단지 게임과 교육을 결합 하는 것에만 치중하여 심층적인 학습이 이루어지지 못할 뿐만 아니라 인터페이스 또한 교육효과에 크게 영향을 미치지 못하고 있는 실정이다. 이에 본 논문은 이러한 문제점에 초점을 맞추고 이를 위해 새로운 방법을 제안하였다. 교육의 방법에 있어서 퍼즐이라는 게임의 형식을 기반으로 세 단계 계층구조를 통한 지식전달의 체계를 제안하고 있으며 누구나 쉽게 접근 가능한 인터페이스 방법 또한 함께 제안하였다.