• Title/Summary/Keyword: Academic Research Trend

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A Study on Research Trends in Korea's Smart Logistics Field by using R and its implications (R을 활용한 한국의 스마트물류 연구동향 분석과 시사점)

  • Song, in-Geun
    • Journal of Digital Convergence
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    • v.19 no.9
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    • pp.169-180
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    • 2021
  • This study analyzed research trends on smart logistics in Korea by conducting social network analysis (SNA) using R. The purpose of this study is to enhance the understanding of the smart logistics field along with the smart logistics status and policy review, and to suggest implications and future research tasks. The analysis period and subjects were 128 academic journal papers on smart logistics-related topics over the past 10 years (2011-2020), and the results were divided into the first half (2011-2015) and the second half (2016-2020). The analysis of the study was carried out step-by-step through frequency analysis, network centrality analysis, and visualization. As a result of the study, the quantitative increase and diversification of the research field were confirmed. It was also confirmed that the concentration of research on core areas increased by increasing the proportion of duplicate keywords. In addition, keywords with high betweenness centrality and degree centrality score such as Logistics, Authentication, Smart, Service, RFID, Technology, and Revolution were presented. Lastly, this study reviewed the structure with a focus on betweenness centrality after visualizing the network with main keywords. As a result, early research was focused on the field of logistics, and after 2016, it was confirmed that the center of research was diversifying and expanding with the development of the 4th industrial revolution and major technologies.

Analysis of SMEs Internationalization theory through Systematic Literature Review (체계적 문헌고찰을 통한 중소기업 국제화 연구 이론분석)

  • Kim, Sang-Gil;Hyun, Byung-Hwan
    • Journal of Convergence for Information Technology
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    • v.9 no.4
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    • pp.88-99
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    • 2019
  • The objectives of this study is to Systematic literature review of internationalization of SMEs. Due to the economic characteristics of Korea, which depends on economic growth by exports, internationalization has become an essential management activity, not an option for SMEs. As a result, more than 400 studies related to the overseas expansion and internationalization of SMEs have been published in the past 20 years, focusing on major academic journals (such as KCI). Accordingly, the research trends used as advance research in internationalization research were analyzed of SMEs. Research targets were defined as the internationalization of SMEs and searched through 'RISS' (Research Information Sharing Service) as 'internationalization', 'global ', 'export', 'overseas expansion' and 'theory'. The analysis was carried out using a Systematic literature review. It was selected as the 76 studies and According to international research subjects and characteristics, the four areas of internationalization motive, process, outcomes, and support were analyzed. The results of the study confirmed that the most active research is focused on internationalization outcomes. This study could provide a support and the parties concerned in the ecosystem of SMEs in Korea with implications for the SMEs overseas market.

A Literature Review and Classification of Recommender Systems on Academic Journals (추천시스템관련 학술논문 분석 및 분류)

  • Park, Deuk-Hee;Kim, Hyea-Kyeong;Choi, Il-Young;Kim, Jae-Kyeong
    • Journal of Intelligence and Information Systems
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    • v.17 no.1
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    • pp.139-152
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    • 2011
  • Recommender systems have become an important research field since the emergence of the first paper on collaborative filtering in the mid-1990s. In general, recommender systems are defined as the supporting systems which help users to find information, products, or services (such as books, movies, music, digital products, web sites, and TV programs) by aggregating and analyzing suggestions from other users, which mean reviews from various authorities, and user attributes. However, as academic researches on recommender systems have increased significantly over the last ten years, more researches are required to be applicable in the real world situation. Because research field on recommender systems is still wide and less mature than other research fields. Accordingly, the existing articles on recommender systems need to be reviewed toward the next generation of recommender systems. However, it would be not easy to confine the recommender system researches to specific disciplines, considering the nature of the recommender system researches. So, we reviewed all articles on recommender systems from 37 journals which were published from 2001 to 2010. The 37 journals are selected from top 125 journals of the MIS Journal Rankings. Also, the literature search was based on the descriptors "Recommender system", "Recommendation system", "Personalization system", "Collaborative filtering" and "Contents filtering". The full text of each article was reviewed to eliminate the article that was not actually related to recommender systems. Many of articles were excluded because the articles such as Conference papers, master's and doctoral dissertations, textbook, unpublished working papers, non-English publication papers and news were unfit for our research. We classified articles by year of publication, journals, recommendation fields, and data mining techniques. The recommendation fields and data mining techniques of 187 articles are reviewed and classified into eight recommendation fields (book, document, image, movie, music, shopping, TV program, and others) and eight data mining techniques (association rule, clustering, decision tree, k-nearest neighbor, link analysis, neural network, regression, and other heuristic methods). The results represented in this paper have several significant implications. First, based on previous publication rates, the interest in the recommender system related research will grow significantly in the future. Second, 49 articles are related to movie recommendation whereas image and TV program recommendation are identified in only 6 articles. This result has been caused by the easy use of MovieLens data set. So, it is necessary to prepare data set of other fields. Third, recently social network analysis has been used in the various applications. However studies on recommender systems using social network analysis are deficient. Henceforth, we expect that new recommendation approaches using social network analysis will be developed in the recommender systems. So, it will be an interesting and further research area to evaluate the recommendation system researches using social method analysis. This result provides trend of recommender system researches by examining the published literature, and provides practitioners and researchers with insight and future direction on recommender systems. We hope that this research helps anyone who is interested in recommender systems research to gain insight for future research.

Analysis on Research Trend of Studies Related with Scutellariae Radix in Korea (황금(黃芩)에 관한 국내 연구 동향에 관한 소고)

  • Kim, Kang-San;Kim, Lae-Hee;Rhee, Yun-Jin;Lee, Su-Hyoun;Choi, Ji-Hye;Ko, Ha-Neul
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.25 no.6
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    • pp.1095-1101
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    • 2011
  • Scutellariae Radix has been used as a traditional medicine for anti-oxidant, anti-inflammatory, anti-allergic function. But most study methods were restricted to in vitro and in vivo. Therefore to perform for clinical trials further for a new natural drug development is necessary and this study will be used as a basis for it. The studies selected from domestic academic database included the following key words; '황금', '黃芩', 'skullcap', 'Scutellariae Radix', 'scutellaria baicalensis' and considered were those published from 1990 to July, 2011. All 1080 studies were found to include the keywords related to the study subjects either in their title of contents or abstracts. and 298 studies were finally selected as subjects for this study. 243 studies among 293 studies were published between 2000 to 2011. Classification was proceeded according to study subjects as followed; anti-Inflammatory effect and antiallergic and antihistamin effect(66), antibacterial and antivirus effect(61), antioxidant effect(51), neuronal cell apoptosis and neuronal cell protective effect(22), liver cell protective effect(20). According to method type of study, 194 studies practicing in vitro, 60 studies practicing in vivo, 37 studies practicing in both. and 5 studies on documentary records. Most study methods were restricted in vitro and in vivo. For developmenting of function of anti-inflammatory effect and antiallergic, antihistamin effect & atopic dermatitis effect, antibacterial and antivirus effect, antioxidant effect, case report on various fields and multicenter clinical trials is necessary.

Design and Implementation of Visual Information Extraction System for Education (학습용 시각 정보 인식 시스템의 설계 및 구현)

  • Shin, Hyunkyung
    • Journal of The Korean Association of Information Education
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    • v.16 no.4
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    • pp.483-488
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    • 2012
  • As propagation of mobile smart devices is widespread, it is an observable trend that the cases of utilizing them are increasing in the school programs, and it is also anticipated that they will be very important part of the educational equipment in near future. For this reason the department of education and science technology has announced a medium and long term project on the education with smart device, which is undergoing the preparation stage, and the various academic and industrial institutes have actively produced the related research results and the application prototypes. In this paper we propose a framework on design and implementation of a visual context recognition system for educational purpose usable in the school program by utilizing a module for recognition of the texts embedded in the image captured by video camera from mobile smart device. The system proposed in this paper is consisted of the four modules, such as, image acquisition, image processing, information extraction, and knowledge representation, which are explained in details with the practical examples.

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Trend of the Unconventional Energy Resources (비재래 에너지자원 동향)

  • Cho, Jin Dong;Kim, Jong Hyun;Park, Kwan Soon
    • Economic and Environmental Geology
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    • v.47 no.3
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    • pp.265-273
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    • 2014
  • Unconventional resources are natural resources which require greater than industry-standard levels of technology or investment to exploit the commercial development. The key point is that unconventional resources are lower quality fuel sources and are not as economically viable as crude oil and conventional gas. Over the past 100 years, Conventional oil and gas has been satisfied with the energy demands. But developing countries such as China and India, the introduction of the developed countries and the surge of energy due to the depletion of unconventional energy resources will be the limelight. According to be analyzed in the academic literature to unconventional gas and oil(2000~2012) by the program of 'web of science', the research activities 402 papers in unconventional gas and 1,581 papers in unconventional oil.

Remodeling Strategies for Governance of Trade in Services in Korea (서비스무역 거버넌스 분석과 리모델링 전략)

  • Park, Moon-Suh
    • International Commerce and Information Review
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    • v.11 no.2
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    • pp.173-201
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    • 2009
  • As a result of overemphasizing the goods sector in trade structure, Korea does not meet properly the global trend which has the key role of 'trade in services' as the service economy have been expanded. Hereafter, it is easily forecasted that trade in services will be one of the main factors for Korea's competitiveness and engine of growth. Nevertheless, because Korea does not equip the concreteness of governance for trade in services, it is possible that the efficiency deterioration of trade volume, confusion of Korea's trade policy, conflict among trading countries, and discordance between the interested parties may be occurred. This paper analyzes the governance system of Korea for trade in services in order to enhance the competitiveness reflecting the importance of trade in services and to draw some strategies for remodeling the service governance system. It is expected to raise the efficiency of Korea's trade policy by constructing the systematic governance for trade in services, and to remove lots of latent risks during global transactions by improving the imbalance between manufacturing and service part for the development of trade in services in Korea. Analysis revealed itself the result that Korea is weak enough to can not identify the governance system about trade in services. Except 'Extent of Services' article of the Foreign Trade Act, Korea has not prepared the governance system for trade in services so that governance system have been scattered overly or decentralized. Problems about trade in services are not limited to enterprise's side, but extended to all the players including government agency whole, academic world and research institute. Therefore, the governance of trade in services should be strengthened and systematized by making the model law for trade in services(provisional name : Master Law for Trade in Services or Promotion Law for Trade in Services) by formatting type of fundamental law or separate legislation. If the bill legislation does not meet the conditions, the Foreign Trade Act should be totally reformed to Omnibus Trade Act concept including trade in services.

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Effects of a Standardized Critical Pathway for Gastrectomy Patients in a General Hospital (일개 종합병원의 위 절제 환자에 적용한 Critical Pathway의 효과)

  • Kim, Eun-Ok;Kwon, Soon-Man
    • Korea Journal of Hospital Management
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    • v.9 no.3
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    • pp.128-142
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    • 2004
  • To evaluate the effects of critical pathway on the length of hospital stay, the cost and quality of care provided to gastrectomy patients in a tertiary care academic medical center. The basic research design is a retrospective case-control comparative study. 470 patients of gastrectomy were included in the study; 180 before pathway development (control), 163 right after pathway implementation (path group I) and 127 one year after pathway implementation (path groupII). 476 patients of modified radical mastectomy were also analyzed to examine whether the reduction of the length of hospital stay is from the hospital-wide trend or due to the critical pathway. Death after operation, ICU stay, unplanned re-operation, readmission after discharge, the length of hospital stay and cost were analyzed. 2-test, one-way ANOVA, Bonferroni and Turkey's test were used for statistical analysis. (1) There were no significant differences in patient clinical conditions and no sign of deterioration of quality from critical pathway. (2) The length of hospital stay was 13.0 days in control group, 12.2 days in path group I and 10.0 days (p<0.01) in path groupII. (3) The total costs during the hospital stay were reduced. However the cost per day was significantly increased from reduction of hospital stay (358,488won in control, 366,017won in path group I and 413,220won (p<0.01) in path groupII). Critical pathway reduced the length of hospital stay, total hospital costs and resource utilization without harming quality of patient care.

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Implementation Strategy for the Real-Time Enterprise in Fashion Industry (패션산업에서의 실시간기업 도입 방안)

  • Park, Young-Jae;Choi, Hyung-Rim;Kim, Hyun-Soo;Hong, Soon-Gu
    • Journal of Korea Society of Industrial Information Systems
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    • v.11 no.5
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    • pp.105-118
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    • 2006
  • Zara and Limited Brands in the fashion industry are two leading companies that satisfy the clients' needs and the trend of fashion. The agile organizations which response to the change of business environment or adaptive enterprises which monitor the customer's desires have been studied over the long time in the academic world. Recently these management concepts have been extended to the Real-Time Enterprise. In this paper how to implement the RTE in the fashion industry is suggested. To implement the RTE, the end-to-end process should be continuously operated without delays. Also, the three main attributes of RTE, -visibility, intelligence, and agility-should be achieved. Further more based on the cyclone model and the RTE attributes, important issues to be considered for the successful RTE implementation are discussed.

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A Study of Pre-service Elementary Teacher's Belief on Science Gifted Education (초등예비교사들의 과학영재교육에 대한 신념 연구)

  • Kim, Soon-Shik;Lee, Yong-Seob
    • Journal of the Korean Society of Earth Science Education
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    • v.6 no.2
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    • pp.152-158
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    • 2013
  • The purpose of this work is to investigate pre-service elementary teachers' belief in science gifted education. To do that, from September to November 2012, this research had been conducted with 42 students who were in the third year of P University of Education. The conclusions of this work are presented as follows: First, the pre-service elementary teachers considered exploration ability to be the most important talent for the gifted students in science, and chose task commitment as the next most important. They regarded intelligent ability and leadership ability as the relatively less important. Secondly, regarding the most important tool in choosing scientifically gifted students, the pre-service elementary teachers preferred creativity test. It was found that they considered the intelligence test and academic achievements, which require intelligent ability, to be the less important. Thirdly, regarding the special knowledge related to science gifted education, the pre-service elementary teachers considered pedagogical knowledge about the gifted to be the most important. Fourthly, regarding a class type for gifted students in science, the pre-service elementary teachers most preferred project learning. Project learning is a learning method in which students choose an interesting problem and solve the problem in cooperation with group members. It is the most widely used exploration class in gifted education. It is in the same context as the result that exploration ability is the most important factor to elementary gifted students in science. This work revealed that, with regard to a talent for the gifted in science, judgment of the gifted in science and science gifted education, the potential ability and affective ability of gifted students are considered to be more important than their intelligent ability. Therefore, it was analyzed that pre-service elementary teachers' belief in the gifted students in science is almost consistent with the recent trend of gifted education.