• Title/Summary/Keyword: 개념 기반 탐색

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Heuristic Inference in the Expert System for Autonomous Navigation of AUV (AUV의 자율항행을 위한 전문가시스템에서의 휴리스틱추론기법)

  • 이영일;김창민;김용기
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 1999.03a
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    • pp.155-159
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    • 1999
  • 자율무인잠수정(AUV, Autonomous Underwater Vehicle)이 해저 속에서 주어진 임무(mission)를 수행하는데 있어 가장 먼저 선행되어야 하는 것은 목표점(Goal Position)까지 안전하고 빠르게 항행할 수 있는 자율항행시스템(Autonomous Navigation System) 관련 기술의 개발이다. 이러한 시스템은 IPMS(Integrated Platform Management System)를 기반으로 하여 자율무인잠수정에 자율성을 부여하는 항행전문가시스템(Navigation Expert System)이 결합된 구조이다. 본 논문에서는 IPMS 에 기반한 자율항행시스템의 개념적 구조를 설계하고 항행전문가시스템의 추론방법으로 퍼지관계곱(Fuzzy Relational Products) 기반 평가함수를 이용한 항행 휴리스틱탐색(navigation heuristic search) 기법을 제안한다.

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Web 상에서 개인화된 상품 추천을 위한 Hybrid 추천 시스템에 관한 연구

  • Son, Chang-Hwan;Kim, Gi-Su
    • Proceedings of the Korea Association of Information Systems Conference
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    • 2005.05a
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    • pp.393-408
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    • 2005
  • 인터넷의 성장은 고객에게 많은 혜택을 주었지만, 방대한 양의 정보는 오히려 장시간의 상품 탐색과 제품 선택을 어렵게 만들었다. 이에 따라, 정보의 양을 줄여 줄 수 있는 서비스를 고객들은 요구를 하기 시작하였고, 이에 따라 다양한 방법들이 고객에게 제시 되어졌다. 제시되어진 방법 중의 하나가 개인화 추천 시스템이다. 추천 시스템은 고객의 취향과 관심에 적합한 상품을 추천 해 주는 서비스로서 상품 검색 노력을 줄여 주고, 고객의 취향에 적합한 제품을 제시 해 줌으로써 고객충성도 제고에도 많은 도움을 주고 있다. 이러한 추천 시스템에서 가장 많이 사용되어지고 있는 기법은 협업 필터링이다. 협업 필터링은 협업에서도유용한 기법으로 인정을 받았다. 하지만 희박성과 확장성이라는 문제점으로 인해 추천의 정확도가 다소 떨어진다는 것이 단점이다. 본 연구에서는 이러한 단점을 극복할 수 있는 방법으로써 Hybrid 협업 필터링 기법을제시하고, 이를 토대로 추천 기법이 혼합되어진 Hybrid 추천 시스템에 대한 개념을 제시하고자 한다.

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A Study on Pre-Service Teachers' Understanding of Random Variable (확률변수 개념에 대한 예비교사의 이해)

  • Choi, Jiseon;Yun, Yong Sik;Hwang, Hye Jeang
    • School Mathematics
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    • v.16 no.1
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    • pp.19-37
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    • 2014
  • This study investigated the degree of understanding pre-service teachers' random variable concept, based on the attention and the importance for developing pre-service teachers' ability on statistical reasoning in statistics education. To accomplish this, the subject of this study was 70 pre-service teachers belonged to three universities respectively. The teachers were given to 7 tasks on random variable and requested to solve them in 40 minutes. The tasks consisted of three contents in large; 1) one was on the definition of random variables, 2) the other was on the understanding of random variables in different/diverse conditions, and 3) another was on problem solving relevant to random variable concept. The findings are as follows. First, while 20% of pre-service teachers understood the definition of random variable correctly, most teachers could not distinguish between random variable and variable or probability. Second, there was a significant difference in understanding random variables in different/diverse conditions. Namely, the degree of understanding on the continuous random variable was superior to that of discrete random variable and also the degree of understanding on the equal distribution was superior to that of unequality distribution. Third, three types of problems relevant to random variable concept dealt with in this study were finding a sample space and an elementary event, and finding a probability value. In result, the teachers responded to the problem on finding a probability value most correctly and on the contrary to this, they had the mot difficulty in solving the problem on finding a sample space.

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Relationship between National Culture and Technological Innovation Activities: An Literature Review and New Research Agenda (국가문화와 기술혁신 활동의 상호 관계에 대한 탐구: 문헌고찰과 새로운 논의 및 연구방향)

  • Hwang, Jung-Ah;Lee, Jung Min;Park, Kyung Min;Choi, Incheol;Song, Changhyeon;Kim, Yeonbae
    • Journal of Technology Innovation
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    • v.26 no.2
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    • pp.1-36
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    • 2018
  • In this study, we investigate the influence of national culture on technological innovation activities. First, we discuss the concept of national culture and various cultural dimensions and measurements. Second, we analyze previous literature to explore the theoretical mechanisms in the relationship between national culture and technological innovation. Each cultural dimension has it own mechanism regarding the relationship and in some dimensions mixed theoretical arguments and empirical results are found. Lastly, we also explore how the national culture interacts with characteristics of technology, (social) institutions and public policies while it affects the technological innovation. Based on an literature review on the issue, we propose new research agenda and discuss avenues for future research. The implications for the research are also presented.

Designing Researcher Information Retrieval Interface based on Ontological Analysis (온톨로지 기반의 연구자정보 검색 인터페이스 설계)

  • Seo, Eun-Gyoung;Park, Mi-Hyang
    • Journal of the Korean Society for information Management
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    • v.26 no.2
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    • pp.173-194
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    • 2009
  • Recently, semantic search techniques which are based on information space as consisting of nonambiguous, non-redundant, formal pieces of ontological knowledge have been developed so that users do exploit large knowledge bases. The purpose of the study is to design more user-friendly and smarter retrieval interface based on ontological analysis, which can provide more precise information by reducing semantic ambiguity or more rich linked information based on well-defined relationships. Therefore, this study, first of all, focuses on ontological analysis on researcher information as selecting descriptive elements, defining classes and properties of descriptive elements, and identifying relationships between the properties and their restriction between relationships. Next, the study designs the prototypical retrieval interface based on ontology-based representation, which supports to semantic searching and browsing regarding researchers as a full-fledged domain. On the proposed retrieval interface, users can search various facts for researcher information such as research outputs or the personal information, or carrier history and browse the social connection of the researchers such as researcher group that is lecturing or researching on the same subject or involving in the same intellectual communication.

An Exploratory Study on the Success Factors of Research-based Spin-off Venture Across Stages of Growth: Pertaining to Theoretical and Case Study (연구기반 스핀오프 벤처기업의 성장단계별 성공요인에 관한 탐색적 연구: 이론 및 사례 연구를 중심으로)

  • Jung, Gang-Ok
    • Journal of Korea Technology Innovation Society
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    • v.9 no.4
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    • pp.654-687
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    • 2006
  • Research-based spin-off venture, generally formed to commercialize technology originating from public research institution, could contribute to economic wealth creation and regional development. Although there are some interests in research-based spin-off venture and its success factors across stages of growth, little empirical research was done on research-based spin-off venture's success factors in Korea. The purpose of this research is to investigate research-based spin-off venture's success factors across stages of growth. The methodology used is theoretical and case study. Based on theoretical study, it is found that there are four stages of growth in research-based spin-off ventures such as generating business ideas, finalizing new venture projects, launching spin-off firm, and strengthening the creation of economic value. Then, in order to verify them, a case was analyzed focused on success factors across stages of growth. Additionally, implications and limitations of the result of this study are discussed.

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Cognitive Knowledge Structure and Information Seeking Framework to Reduce Cognitive Burden (사용자의 인지부담 절감을 위한 인지 기반 지식 구조 및 정보 탐색 프레임워크)

  • Park, Ho-Gun;Myaeng, Sung-Hyon;Kim, Kyung-Min;Jang, Gwan;Choi, Jong-Wook
    • Korean Journal of Cognitive Science
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    • v.19 no.4
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    • pp.419-441
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    • 2008
  • As the Web and digital libraries have become a commodity, they are used for a variety of purposes and tasks that may require a great deal of cognitive efforts. However, most search engines in the Web and digital libraries support users with only searching and browsing capabilities, leaving all the cognitive burdens of manipulating information objects to the users. We propose a two-level model for human-Web interactions, consisting of knowledge and information spaces, and a tool that provides knowledge space and inter-space operations in addition to searching and browsing at the information level. Knowledge space is an explication of user's conceptual view of the information objects being explored through interactions with the Web or a digital library. Topics are created and related with associations at the knowledge level and connected to information objects in information space. The tool implemented using the Topic Maps framework has been tested for efficacy as an aid to reducing cognitive burden under exploratory search task.

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A Theoretical Review and Trial Application of the 'Resources-Based View' (RBV) as an Alternative Cognitive Theory (대안적 인지 이론으로서 '자원 기반 관점'에 대한 이론적 고찰과 시험 적용)

  • Oh, Phil Seok
    • Journal of The Korean Association For Science Education
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    • v.35 no.6
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    • pp.971-984
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    • 2015
  • The purpose of this study is twofold: to theoretically review the 'resources-based view' (RBV) developed by D. Hammer and his colleagues as an alternative cognitive theory and to illustrate the usefulness of the theory by applying it to interpret a science learning activity in which undergraduate students worked together to construct a model of the seasons. The theoretical review was based on the exploration of relevant literature and dealt mainly with three types of resources: conceptual, epistemological, and practical resources. The trial application revealed that scientific models have been developed through the combination of different pieces of conceptual resources activated from participants, rather than emerging as unitary wholes. However, all the activated resources were not included into a model, and some of the conceptual resources acted as constraints to constructing a scientific model. The implications included that science educators should be attentive and responsive to students' resources and help them use the resources productively to learn science.

Exploring the possibility of 'Space-based Social Work Practice' based on Lefebvre's space theory - A Case Study on the Production of Differential Space in Permanent Rental Housing - (Lefebvre의 공간이론에 근거한 '공간기반 사회복지실천'의 가능성 탐색 - 임대아파트단지 차이공간 생산사례를 중심으로-)

  • Choi, Myung Min;Park, Hyang Kyung;Lee, Hyun Ju
    • Korean Journal of Social Welfare
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    • v.69 no.4
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    • pp.99-125
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    • 2017
  • Recent social studies on space have focused on changing the social relations that activate in space. In general, these studies have been based on the concept of social space on which is grounded the power-relation analysis such as power, oppression, resource allocation, and so on. Social work practice has traditionally recognized the importance of the environment surrounding human beings. Nonetheless, social work practice has tended to comprehend space in a neutral and abstract way because it has insufficiently considered modern spatial theories. For this reason, this study focusing on Lefebvre's social space theory reviewed the contemporary discourses on space in the area of social work practice. Following the review, this study attempted to establish the concept of "Space-based Social Work Practice". Specifically, this study analyzed the actual cases in social work field and explored the applicability of "SSWP". According to the results, this study delivered the implications of Space-based Social Work Practice as an alternative method and suggested the practical direction of SSWP.

The Study on the psychological characteristics of learning types in the e-learning environment (사이버 학습 환경에서의 학습자 유형과 그 특성에 대한 탐색)

  • Whang, Sang-Min;Kim, Jee-Yeon;Ko, Beom-Seog;Seo, Jeong-Hee
    • 한국HCI학회:학술대회논문집
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    • 2007.02b
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    • pp.206-212
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    • 2007
  • 웹을 기반으로 하는 e-러닝에 대한 교육적 수요는 증가하고 있다. 이와 동시에, 학습 공간으로서의 사이버 공간의 활용에 대한 고민도 증가하였다. 전통적인 학습활동을 사이버 공간에 복제하려 했던 고전적 방식이 e-러닝 또는 사이버 학습이 아니라는 사실을 확인하기 시작했기 때문이다. e-러닝의 가치가 강조됨에도 불구하고, 실제 사이버 공간에서 일어나는 학습자의 특성과 학습활동이 구체적으로 어떻게 일어나는 지에 대한 탐색은 미흡하다. 산재한 정보를 스스로 가공한 지식, '학습하는 방법을 학습'하는 것이라는 개념들이 제시됨에도 불구하고, 사이버 공간에 산재한 정보, 학습하는 방법의 학습, 그리고 사이버 공간의 학습특성에 대한 논란은 여전하다. 본 연구에서는 실제 사이버 학습 사이트를 이용하고 있는 학습자들의 행동을 중심으로, 학습자의 특성을 탐색하였다. 사이버 공간에서 보이는 스스로 학습하는 방법이 무엇인지 확인하고 이것이 다양한 학습자 유형으로 구분되는 지를 확인하고자 하였다. 연구대상이 된 사이버 학습 사이트는 서울, 부산, 대구, 광주 교육청에서 운영하는 사이버 가정 학습관이었다. 총 1535명의 사이버 가정 학습관 이용자들의 특성이 분석되었다. 사이버 가정학습관 이용자들의 행동특성은 9개의 요인-놀이 활동, 공동 경험, 현실 정체, 공동 성취, 개인주의, 경쟁 지향, 성취감, 편리성(조작 용이), 생생함-으로 구분되었다. 9개의 활동 요인을 기준으로 하여 확인된 학습자 유형은 4가지로 나타났다. 4가지 학습자 유형은 각각 독야청청형, 동고동락형, 의무방어형, 희희낙낙형으로 명명되었다. 이들 유형은 학습 활동 정도 및 사이트 이용 행동, 학습 스타일(사이버 학습 활동 양식)에서 서로 차이가 있었다. 본 연구는 기존의 이론적인 모델에 기초하여 임의적으로 구분된 사이버 학습자 유형 구분이 아닌, 실제 학습 활동을 탐색하였다는 측면에서 의미가 있다. 특히, 기존의 오프라인 학습 이론 및 학습자 특성 연구를 사이버 학습에 그대로 적용할 것이 아니라 사이버 공간의 특성이 실제 학습 활동에서 어떻게 나타났는지를 밝히려고 했다는데 그 의의가 있다. 향후, 사이버 학습자 유형에 따른, 사이버 학습활동의 촉진방안이나 학습 효과의 차이를 높일 수 있는 구체적인 학습 시스템의 설계 및 운영 모델에 대한 탐색이 필요할 것이다.

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