• Title/Summary/Keyword: 지식 지도

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Non-hierarchical Clustering based Hybrid Recommendation using Context Knowledge (상황 지식을 이용한 비계층적 군집 기반 하이브리드 추천)

  • Baek, Ji-Won;Kim, Min-Jeong;Park, Roy C.;Jung, Hoill;Chung, Kyungyong
    • Journal of the Institute of Convergence Signal Processing
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    • v.20 no.3
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    • pp.138-144
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    • 2019
  • In a modern society, people are concerned seriously about their travel destinations depending on time, economic problem. In this paper, we propose an non-hierarchical clustering based hybrid recommendation using context knowledge. The proposed method is personalized way of recommended knowledge about preferred travel places according to the user's location, place, and weather. Based on 14 attributes from the data collected through the survey, users with similar characteristics are grouped using a non-hierarchical clustering based hybrid recommendation. This makes more accurate recommendation by weighting implicit and explicit data. The users can be recommended a preferred travel destination without spending unnecessary time. The performance evaluation uses accuracy, recall, F-measure. The evaluation result was shown 0.636 accuracy, 0.723 recall, and 0.676 F-measure.

Analysis of Pre-service Elementary Teachers' Reflection on Their Science Teaching in Terms of Productive Reflection (생산적 반성의 관점에서 분석한 초등 예비교사의 과학 수업 반성의 특징)

  • Yoon, Hye-Gyoung
    • Journal of The Korean Association For Science Education
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    • v.32 no.4
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    • pp.703-716
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    • 2012
  • Frequently, pre-service elementary teachers are asked to write reflective journals on their teaching during teacher education program. However, writing reflective journals can not guarantee pre-service teachers to learn from their experience. In this study, 44 reflective journals of pre-service elementary teachers on their science teaching were analyzed in terms of 'productive reflection', a concept suggested by Davis (2006). Productive reflection may help teachers' effective learning by considering interrelationships among aspects of teaching including learners and learning, subject matter knowledge, assessment, and instruction. The result showed what aspects of teaching were included, emphasized, and integrated in the pre-service elementary teachers' reflective journals. Implications for teacher education would be discussed.

An Empirical Comparative Study on Evaluation of Bi-national Product: Focused on Purchasing Routes, Product Category, and Consumer Characteristics (복합원산지제품 평가에 관한 실증적 비교연구: 제품구입경로, 제품카테고리, 소비자 특성을 중심으로)

  • Son, Je-Young;Kang, In-Won
    • Korea Trade Review
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    • v.43 no.5
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    • pp.67-91
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    • 2018
  • A number of studies have been conducted on the evaluation of bi-national products, but studies that may be applied in practice are lacking. This study suggests several implications for bi-national products in the sub-market using a more specific approach than previous studies. To this end, this comprehensive comparative study reflects the purchasing routes, product category, and consumers' personal characteristics (regulatory focus, prior knowledge) of bi-national products. Results found the evaluation of bi-national products according to purchase routes showed that consumers in offline stores were more favorable than consumers in online stores. In comparison with product categories, necessities were more positive than luxury goods. On the other hand, according to consumer's personal characteristics, consumers with promotion focus tendency perceived brand preference more highly than consumers with preference focus tendency. Also, it was found that groups with high prior knowledge had a positive evaluation of products compared to low knowledge groups.

An Analysis of Division in the Elementary School Mathematics Textbooks (초등학교 수학 교과서에 나타난 나눗셈 지도 방법에 대한 분석)

  • Kim, Yeon;Kang, Wan
    • Journal of Elementary Mathematics Education in Korea
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    • v.9 no.1
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    • pp.19-38
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    • 2005
  • There are differences in manner to be shown according to a basic point of view about knowledge in division which is traditional algorithm. The 1st and 2nd stage show didactic transpositions less systemic. The 3rd stage, which were influenced by the new math, uses logical mechanism. The 4th stage shows conceptual knowledge of the division independently. The 5th and 6th stage use concrete models which shows a course. The 7th stage constitutes contents systematically and shows many chances which focus on the formation of knowledge. The suggestions derived from such transition should be considered in the practice class and an elementary mathematics textbooks for meaningful learning.

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Design and Implementation of Customer Information Retrieval System based on Semantic Web (시맨틱 웹 기반의 고객 정보 검색 시스템의 설계 및 구현)

  • Hwang Jeong-Hee;Gu Mi-Sug;Lee Hyun-Ah;Ryu Keun-Ho
    • The KIPS Transactions:PartD
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    • v.13D no.4 s.107
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    • pp.525-534
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    • 2006
  • Ontology specifies the knowledge in a specific domain and defines the concepts of knowledge and the relationships between concepts. It is possible to provide the service based on the semantic web through the ontology. Therefore, to specify and define the knowledge in a specific domain, it is required to generate the ontology which conceptualizes the knowledge. Accordingly, to search the information of potential customers for home-delivery marketing of post office, we design the specific domain to generate the ontology based on the semantic web in this paper. And we propose how to retrieve the information, using the generated ontology. We implement the data search robot which collects the information based on the generated ontology. Also, we confirm that the ontology and the search robot perform the information retrieval exactly.

An Extraction of Property of Ontology Instance Using Stratification of Domain Knowledge (도메인지식의 계층화를 통한 온톨로지 인스턴스의 속성정보 추출)

  • Chang, Moon-Soo;Kang, Sun-Mee
    • Journal of the Korean Institute of Intelligent Systems
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    • v.17 no.3
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    • pp.291-296
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    • 2007
  • The ontology has been used widely in recent years with its aim to accumulate knowledge that machine can comprehend. We believe that machine can manage and analyze information on its own using the ontology. In this paper, we propose an algorithm that allows us to extract properties of ontology instances from structured information already existing in web documents. In particular, by stratification of the domain knowledge that is composed of property information, we were able to make the algorithm better and improve the quality of extraction results. In our experiments with 20 thousands targeted documents, we were able to extract property information with 83% confidence.

Convergent relationship between oral health knowledge, oral health behavior, oral health literacy in Some Foreign Women (일부 외국인 여성의 구강보건지식, 구강보건행태, 구강건강문해력의 융합적 관계)

  • Jang, Sun-Ju;Park, Young-Nam
    • Journal of the Korea Convergence Society
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    • v.10 no.4
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    • pp.57-63
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    • 2019
  • This study aims to measure the oral health literacy of foreign women and to find out the association between oral health knowledge, oral health behavior and oral health literacy. The subjects of the study were surveyed by 248 foreign women in some areas of Gyeongbuk from June 2018 to September 2018. The results of the study showed that the verbal oral health literacy was significantly different in age, education level, and korean residence period, and functional oral health literacy in marriage, education level, and length of residence in korea. In order to promote oral health literacy of foreign women, an effective oral health program has been developed to change oral health knowledge and oral health behavior

The Story of a South Korean Elementary Teacher's Knowledge of Mathematics Curriculum (한국 초등학교 교사의 수학 교육과정 지식에 대한 사례 연구)

  • Kim, Rina;Sihn, Hang Gyun
    • Education of Primary School Mathematics
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    • v.17 no.3
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    • pp.173-188
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    • 2014
  • The aim of the case study presented in this paper was to explore mathematics curriculum knowledge of a South Korean elementary teacher. An in-depth case study is applied to examine mathematics curriculum knowledge that influences teachers' instructional process including analysis of diverse artifacts such as lesson plan, observation and interviews. Findings of this study suggest that mathematics curriculum knowledge has direct relevance to teaching a lesson, designing a lesson and assessing students' work. In addition, this study identified that mathematics curriculum knowledge may be divided into two sub-categories: vertical mathematics curriculum knowledge and horizontal mathematics curriculum knowledge. The results of this case study help our understanding of South Korean elementary teachers' mathematics curriculum knowledge, which has a deep impact on their teaching practice. Moreover, this cross-national research offers implications for researchers, policymakers, and teachers in U.S. as well as those in South Korea.

Effect of Organizational Politics and Social Network on Knowledge Transfer (지식이전에 영향을 미치는 조직의 정치성향과 사회네트워크)

  • Lee, Jong-Won;Moon, Yun-Ji;Lee, Hyun-Jung;Kang, So-Ra
    • The Journal of the Korea Contents Association
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    • v.11 no.6
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    • pp.407-419
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    • 2011
  • This study explains the knowledge transfer process by exploring the significant factors affecting knowledge transfer within an organization from a socio-political perspective. Knowledge transfer occurs in various social contexts, within individuals and groups, and, thus, is closely linked to inter-organizational politics and social network in an organization. By conceptualizing knowledge as a socio-political process, this paper applies organizational politic theory and social network theory to knowledge management area. Here the paper shows that both organizational politics and social network such as in-group and out-group's tie strength have a significant effect on knowledge transfer. In addition, the study empirically verifies that knowledge management system has a moderating effect on the in-group's tie strength and knowledge transfer.

The Effect of Success Factors of Corporate Knowledge Management on Business Fidelity and Organization Performance: focusing on the mediating effect of organizational learning (기업의 지식경영 성공요인이 직무충실도 및 조직성과에 미치는 영향 : 조직학습의 매개효과를 중심으로)

  • Jeong, Myoung-Sun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.11
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    • pp.381-389
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    • 2017
  • Recently, due to the continuous changes in the business environment and increased competition, enterprises are introducing technology management to increase their value and enhance their competitiveness. In this study, based on the structural equations model, we investigated the effects of the core success factors of knowledge management on job fidelity and organizational performance and the mediating effects of organizational learning. In addition, organizational culture and information technology and process were assumed to be the key factors affecting knowledge management, and organizational learning was represented by experimental learning, indirect learning, and shared learning. As a result, it was found that knowledge management positively affects business fidelity and organizational performance and, even when it is mediated by organizational learning, it positively affects business fidelity and organization performance directly or indirectly. Therefore, we were able to confirm the importance of utilizing knowledge management in companies and to suggest an appropriate application scope for applying knowledge management and organizational learning.