• Title/Summary/Keyword: academic convergence

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Knowledge Extraction from Academic Journals Using Data Mining Techniques

  • Namn, Su-Hyeon;Kim, Hong-Kee
    • Journal of Digital Convergence
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    • v.3 no.1
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    • pp.75-88
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    • 2005
  • 최근 우리는 인접학문 간 그리고 학계와 산업계간의 연구협조가 점차 증가하고 있음을 보아오고 있다. 이러한 현상은 특히 학술저널 간 지식의존성을 촉진하는 계기를 제공하고 있다고 할 수 있다. 본 논문의 목적은 관련저널 간 지식상호 의존성을 규명하고 저널지식의 구조화를 위하여 연관성 (association), 군집화, 링크분석 등 데이터마이닝 기법을 적용하는 방법론을 제시하는 것이다. 제시된 방법을 통하여 기대되는 점들은 1) 논문의 기본 속성인 키워드, 저자, 그리고 인용데이터를 통합하는 규칙 집합을 통하여 논문지식검색기능의 향상, 2) 키워드를 기반으로 관련 저널 간 그리고 저널내부의 군집분석으로 지식동향 파악, 3) Kleinberg (1999)의 권위와 허브 개념을 인용데이터 분석에 활용하여 기존의 양적 평가 기준인 영향력지수 (impact factor)의 문제점을 보완하며, 4) 특정 논문이나 저널의 지식파급과 관련한 영향력을 산출하는 잠재적 지식파급 지수를 제안하는 것이다.

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The Types and Management of Differentiating Consumption depends on the social class of Korean consumers

  • LEE, Jaemin
    • Journal of Wellbeing Management and Applied Psychology
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    • v.2 no.1
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    • pp.35-39
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    • 2019
  • This paper presents two social and academic studies on the boundary between cultural production and consumption. The first line of the study on cultural omnivore analyzes the choice of heterogeneous audiences in the face of various cultural offerings. The second line is a study of market categories, which analyzes the responses of peer audiences to objects with different levels of category code compliance. As such, this paper developed a heterogeneous audience model to evaluate objects of different types. This allows us to consider two dimensions of cultural preference: diversity and orientation of selection. To this end, this paper proposes a new analytical frame work to map consumption behavior on these two dimensions. The results suggest that one type of target that values diversity and transformation is particularly resistant to those that span boundaries. We test this argument in the analysis of two large data sets on film and restaurant reviews. Overall, our findings can extend beyond cultural consumption. Outline variability of contextual individuals or individuals in the same situation can cross cultural boundaries even if they are not intentionally pursuing such hybridism.

XML-based EDI Document Processing System with Binary Format Mapping Rules

  • Kim, Chang-Su;Jung, Hoe-Kyung
    • Journal of information and communication convergence engineering
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    • v.10 no.3
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    • pp.258-263
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    • 2012
  • Recently, the magnitude of electronic data interchange (EDI) document processing for the handling of port logistics is abruptly being increased. The existing system processes EDI documents in a script mode, but due to a complicated script preparation procedure and low document processing efficiency, it cannot meet the demand as the usage flow of documents increases. In this paper, an EDI electronic document processing system was designed and implemented in a document scanner and mapper, which are binary form electronic document processing tools and do not require script files during the conversion of extensible markup language (XML)-based electronic documents. This new system has the merits of XML features during reading and writing with improved speed, usage convenience, and good portability on systems when compared to the conventional ones.

Design and Implementation of Scratch-based Science Learning Environment Using Non-formal Learning Experience

  • Ko, Hye-Kyeong
    • International journal of advanced smart convergence
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    • v.8 no.2
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    • pp.170-182
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    • 2019
  • In this paper, we use scratch to design and develop non-formal learning experiences that are linked with contents of secondary science textbook to educational programs. The goal of this paper is to develop a convenient and interesting program for non-formal learning in a learning environment using various smart device. Theoretical approaches to mobile education, such as smartphones, and smart education support policies continue to lead to various research efforts. Although most of the smart education systems developed for students who have difficulty in academic performance are utilized, they are limited to general students. To solve the problem, the learning environment was implanted by combining the scratch, which is an educational programming that can be easily written. The science education program proposed in this paper shows the result of process of programming using ICT device using scratch programming. In the evaluation stage, we were able to display the creations and evaluate each other, so that we could refine them more by sharing the completed ideas.

A Design-Based Research on Application of Artificial Intelligence(AI) Teaching-Learning Model in Elementary School

  • Kim, Wooyeol
    • International journal of advanced smart convergence
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    • v.10 no.2
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    • pp.201-208
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    • 2021
  • Recently, artificial intelligence(AI) has been used throughout society, and social interest in it is increasing. Accordingly, the necessity of AI education is becoming a big topic in the education field. As a response to this trend, the Korean education authorities have also announced plans for AI education, and various studies have been performed in academic field to revitalize AI education in the future. However, the curriculum research on what differentiates AI education from existing SW education and what and how to train AI is still in its infancy. In this paper, Therefore, we focused on the experiences of elementary school students in solving problems in their own lives, and developed a teaching-learning model based on design-based research so that students can design a problem-solving process and experience the process of feedback. We applied the developed teaching-learning model to the problem-solving process and confirmed that it increased students' understanding and satisfaction with AI education.

Impact of Social Networks in Educational Media

  • Al-Said, Khaleel M.;Al Said, Nidal;Hattab, Ezz
    • Journal of information and communication convergence engineering
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    • v.18 no.4
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    • pp.230-238
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    • 2020
  • This study aims to determine whether student participation on Twitter affects academic performance. The key goals of the training course were to acquire social networking knowledge and skills and to learn how to share information, be productive in discussions, and create an interest-based community. The initial sample comprised 286 students from Jordan universities, 68.4% of whom agreed to participate in the study. Undergraduate students accounted for 73.9%, and graduate students accounted for 26.1%. Only 14.3% of the students chose the Twitter-based learning model. This is a mixed-methods study that integrates quantitative and qualitative approaches. The undergraduate students were found to tweet more and have more likes, while graduate students had more followers and were following more accounts. Moreover, 21% of the participants were the most active. Spearman's correlation analysis revealed a connection between participation in social media and student performance. Therefore, the results of this study may help educational professionals and education managers.

중국관련학과의 경쟁력확보에 관한 연구 - 대학정보공시를 활용한 전국대학의 양적 분석을 중심으로 -

  • Kim, Si-Yong;Chae, Dong-U
    • 중국학논총
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    • no.67
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    • pp.157-177
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    • 2020
  • The rapid change in the university environment due to the decrease in the school-age population calls for enhancing the competitiveness of China-related departments. In this paper, the university's competitiveness and dropout rate were studied in combination with various factors such as geographical location of Chinese-related departments set up at national universities, convergence with other departments, competition rate for entrance exams, scholarships, and employment rate that have a comprehensive impact on student satisfaction. In particular, the dropout rate presented research results that could help universities strengthen their competitiveness in China-related departments, such as by differentiating customized academic strategies according to the atmosphere of elimination through multiple regression analysis and quantile analysis. We hope this thesis will be the basis for policymaking and judgment in China-related departments.

ACCELERATED HYBRID ALGORITHMS FOR NONEXPANSIVE MAPPINGS IN HILBERT SPACES

  • Baiya, Suparat;Ungchittrakool, Kasamsuk
    • Nonlinear Functional Analysis and Applications
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    • v.27 no.3
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    • pp.553-568
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    • 2022
  • In this paper, we introduce and study two different iterative hybrid projection algorithms for solving a fixed point problem of nonexpansive mappings. The first algorithm is generated by the combination of the inertial method and the hybrid projection method. On the other hand, the second algorithm is constructed by the convex combination of three updated vectors and the hybrid projection method. The strong convergence of the two proposed algorithms are proved under very mild assumptions on the scalar control. For illustrating the advantages of these two newly invented algorithms, we created some numerical results to compare various numerical performances of our algorithms with the algorithm proposed by Dong and Lu [11].

Study on Political Factors for Innovating Textile and Fashion Industry in Northern Gyeonggi Province (경기북부 섬유패션산업 혁신을 위한 필요 정책요인 분석연구)

  • Yoon, Chang-Ju;Hwang, Chan-Gyu;Kwon, Hun-Gong;Won, Moon-Ye
    • Journal of Convergence for Information Technology
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    • v.8 no.1
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    • pp.253-263
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    • 2018
  • Textile fashion industry is a core foundation industry, having the majority of companies with 10 or more workers, in Northern Gyeonggi Province. however the industry is mostly comprised of small unit-stream enterprises, orders are greatly reduced due to lately accelerated overseas expansion of medium/large-sized vendors and the growth-inhibiting vicious circle has being set in, as this situation causes the reduction of investment. For resolving the problems, this study proposes required political factors and concrete policy proposals by designing AHP research model(4 layers and 36 elements), based on grasp of the transitional aspect of industrial scale and business environment through analysis of various industrial statistics, preceding research such as related literature search and (industrial/academic/R&D/government) specialist opinion investigation, and then calculating relative importance and priority of each factor(element) within each layer. And for raising usefulness and availability of the research result by concretely suggesting the vision, strategies, core tasks and detailed projects in which the research model and deduced result are reflected.

Awareness on 4th industrial revolution of dental hygienists for future medical convergence (미래 보건의료융합에 대비한 치과위생사의 4차 산업혁명에 관한 인식도 조사)

  • Lee, Jung-Hwa;Kim, Young-Sun
    • Journal of the Korea Convergence Society
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    • v.9 no.10
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    • pp.131-139
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    • 2018
  • The purpose of this study is to examine the dental hygienists' awareness on the 4th industrial revolution in preparation for the future of dental treatment field. A questionnaire survey was conducted on 209 dental hygienists who are working at dental clinics in Daegu city and the results were as follows. The average awareness on the 4th industrial revolution was 2.41, which is comparatively low. In each section, the willingness to education was 2.87, the influence to dental field was 2.81, the perception degree was 2.25 and the preparation degree was 1.72 which is relatively low. The awareness according to general characteristics, there was a significant difference from age and workplace in influence to dental field (p<0.05, p<0.001), from job position and academic degree in willingness to education (p<0.05). According to the study of correlation among awareness, influence, preparation and willingness of education to 4th industrial revolution. Also there was a positive (+) correlation in everyway, as awareness level is high, the degree of influence, preparation and willingness of education are also high. In conclusion, to prepare for the future medical convergence, it is necessary to raise concern and change in perception to high medical technology by developing and offering diverse education programs as to 4th industrial revolution to dental hygienists.