• Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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• v.9 no.8
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• pp.783-790
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• 2019

Cognitive science attempts to explain human intelligence on the basis of success of artificial neural network, which is called connectionism. The neural network, e.g., deep learning, seemingly promises connectionism to go beyond what it is. But those(Fodor & Pylyshyn, Fodor, & McLaughlin) who advocate classical computationalism, or symbolism claim that connectionism must fail since it cannot represent the relation between human thoughts and human language. The neural network lacks systematicity, so any output of neural network is at best association or accidental combination of data plugged in input units. In this paper, I first introduce structure of artificial neural network and what connectionism amounts to. Second, I shed light on the problem of systematicity the classical computationalists pose for the connectionists. Third, I briefly introduce how those who advocate connectionism respond to the criticism while noticing Smolensky's theory of vector product. Finally, I examine the debate of computationalism and connectionism on systematicity, and show how the problem of systematicity contributes to the development of connectionism and computationalism both.

• Annual Conference on Human and Language Technology
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• 1996.10a
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• pp.479-483
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• 1996

본 논문은 구운 분석의 검색 영역 축소를 통한 구문 분석기의 성능 향상을 목적으로 connectionism을 이용한 부분 구문 인식기의 설계와 구현을 기술한다. 본 부분 구문 인식기는 형태소 분석된 문장으로부터 명사-주어부와 술어부를 인식함으로써 전체 검색 영역을 여러 부분으로 나누어 구문 분석문제를 축소시키는 것을 목적으로 하고 있다. Connectionist 모델은 입력층과 출력층으로 구성된 개선된 퍼셉트론 구조이며, 입/출력층 사이의 노드들을, 입력층 사이의 노드들을 연결하는 연결 강도(weight)가 존재한다. 명사-주어부 및 술어부 구문 태그를 connectionist 모델에 적용하며, 학습 알고리즘으로는 개선된 백프로퍼게이션 학습 알고리즘을 사용한다. 부분 구문 인식 실험은 112개 문장의 학습 코퍼스와 46개 문장의 실험 코퍼스에 대하여 85.7%와 80.4%의 정확한 명사-주어부 및 술어부 인식을, 94.6%와 95.7%의 명사-주어부와 술어부 사이의 올바른 경계 인식을 보여준다.

• Proceedings of the Korea Society of Design Studies Conference
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• 1996.04a
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• pp.33-36
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• 1996

• The KIPS Transactions:PartA
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• v.15A no.6
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• pp.351-360
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• 2008

It seems reasonable to assume that the individualized learning means more than simple teaching-learning method, so the instructional method has attracted a fair amount of attention not only in classroom, but also in the field of a adult education, cooperate education, and so on. In order to have an effect on individualized learning, we need to analyze and measure the learner's characteristic. However it is difficult to represent in quantified form because the conception and category of learner's characteristic is various and extensive. Therefore, in this paper, we propose a quantification method of learner's characteristic, which is limited to learner's cognitive structure and style, and is represented in the light of connectionism, verify the validity. The learner's cognitive structure in this paper was represented, which simplified the learner's cognitive structure. Additionally, the cognitive style in this paper was limited to inertia of knowledge for learner's cognition.

• Annual Conference on Human and Language Technology
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• 1992.10a
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• pp.615-627
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• 1992

연결주의적 선회'(the connectionistic turn)를 말할 만큼 학문적 방법론과 이론적 관점에 중요한 변화를 가져오고 있는 연결주의를 철학에서의 원자주의와 대비시켜서 고찰한다. 특히 원인론, 실재론 및 의미론의 문제에 관하여 연결주의적 관점이 어떤 의미를 갖는지 검토해 본다.

• Journal of Korean Elementary Science Education
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• v.23 no.3
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• pp.251-265
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• 2004

Conceptual teaming has been one of the important issue in science education, and its theory and method has been interacted with the studies of philosophy of science, cognitive science, and cognitive psychology. The last two decades have witnessed a remarkable growth of the study on brain-style computation, i.e. connectionism. This study aimed to investigate the properties of the connectionist views of the concept and its implications in the conceptual learning of science. In connectionist views, a concept was represented as a pattern of activity distributed over many connected units, and a kind of network composed of many sub-concept units. And the ＇distributed representation＇ had the features of the constructivity, the automatically generalization, and the tunability. On the base of these views, it was suggested that (ⅰ) ＇Typically-Perceived-Situation＇, a kind of mental representation rising spontaneously in an individual mind when someone is thinking about any object, should be highlighted, and (ⅱ) the roles of the sub-concept units in formation of concept and the resolution of concept into the sub-concept units should be highlighted. Finally the meanings of these implications in conceptual teaming of science are discussed.

• Journal of the Korean Society for Library and Information Science
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• v.36 no.4
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• pp.69-99
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• 2002

The National Department of Education approved the 'Information and Library' 'Curriculum which contained the educational role of school libraries. This curriculum contained and integrated the library guidance, reading education and cooperative instruction that teacher-librarians have taught. The school education has basically been led, based on curriculum. Therefore, it is important to have all kinds of educational activities related to the school library approved as school curriculum. This study is to introduce Base Connectionism, Base Integrationism, Top 456 Approach, and Curriculum-Based Approach, based on 'Information and Library' curriculum.

• Journal of Science and Technology Studies
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• v.1 no.2 s.2
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• pp.399-422
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• 2001

Models for human cognition currently discussed in cognitive science cannot be appropriate ones. The symbolic model of the traditional artificial intelligence works for reasoning and problem-solving tasks, but doesn't fit for pattern recognition such as letter/sound cognition. Connectionism shows the contrary phenomena to those of the traditional artificial intelligence. Connectionist systems has been shown to be very strong in the tasks of pattern recognition but weak in most of logical tasks. Brooks' situated action theory denies the. notion of representation which is presupposed in both the traditional artificial intelligence and connectionism and suggests a subsumption model which is based on perceptions coming from real world. However, situated action theory hasn't also been well applied to human cognition so far. In emphasizing those characteristics of models I refer those models 'left-brain model', 'right-brain model', and 'robot model' respectively. After I examine those models in terms of substantial items of cognitions- mental state, mental procedure, basic element of cognition, rule of cognition, appropriate level of analysis, architecture of cognition, I draw three arguments of embodiment. I suggest a way of unifying those existing models by examining their theoretical compatability which is found in those arguments.

• Journal of the Korean Society for Library and Information Science
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• v.42 no.4
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• pp.223-241
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• 2008

This study presents the discourse for academic generation of 'School Library Education Science' based on integrative research between library & information science and education science. The study discusses research fields and themes of 'School Library Education Science' as the base to define the roles of the school library and of teacher-librarians. It contributes to upgrading the research level of the school library. The research field in the school library analyzes and integrates both aspects of library & information science and of education science. The developed theories of 'School Library Education Science' present Library-Based Education and Library-Based Learning, Base Connectionism, Base Integrationism, Top456 Approach, Curriculum-Based Approach, Viewpoint Approach, and Education of Information and the Library as a Subject Matter. The trends in research of the school library analyze the thesis numbers of academic journals. The future research challenges of 'School Library Education Science' discuss the educational basics of the school library, operational management, electronic school libraries, and educational activities. Conclusively, this study analyzes the current situation of the school library & of teacher-librarians in Korea, and provides its solution by the aspects of 'School Library Education Science'.