• 제목/요약/키워드: change in trends

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스마트폰 기반 행동인식 기술 동향 (Trends in Activity Recognition Using Smartphone Sensors)

  • 김무섭;정치윤;손종무;임지연;정승은;정현태;신형철
    • 전자통신동향분석
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    • 제33권3호
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    • pp.89-99
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    • 2018
  • Human activity recognition (HAR) is a technology that aims to offer an automatic recognition of what a person is doing with respect to their body motion and gestures. HAR is essential in many applications such as human-computer interaction, health care, rehabilitation engineering, video surveillance, and artificial intelligence. Smartphones are becoming the most popular platform for activity recognition owing to their convenience, portability, and ease of use. The noticeable change in smartphone-based activity recognition is the adoption of a deep learning algorithm leading to successful learning outcomes. In this article, we analyze the technology trend of activity recognition using smartphone sensors, challenging issues for future development, and a strategy change in terms of the generation of a activity recognition dataset.

변전소 종합 자동화 기술개발 동향 (R&D Trends of Substation Automation)

  • 이봉희;박순규
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2002년도 하계학술대회 논문집 A
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    • pp.548-550
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    • 2002
  • In this paper the domestic and worldwide trends of substation automation are described in order to cope with the coming new environment in this part On the world market of substation control it will be change from analog technology to digital technology. And the technology of a system integration relevant to a substation automation become more important than that of individual power apparatus. Therefore development of substation automation technology is needed.

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키워드 네트워크 분석을 활용한 기후변화 교육 관련 연구동향 분석 (Keyword Network Analysis of Trends in Research on Climate Change Education)

  • 김순식;이상균
    • 대한지구과학교육학회지
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    • 제13권3호
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    • pp.226-237
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    • 2020
  • 본 연구의 목적은 연구제목에서 추출한 키워드를 중심으로 네트워크 분석을 활용하여 기후변화 교육 관련 연구동향을 분석하는 것이다. 이를 위하여 2015년부터 2020년 11월까지 한국연구재단(KCI) 등재(후보)지에 게재된 기후변화 교육 관련 논문의 연도별, 학습지별 동향을 파악하고, 논문에 제시된 키워드에 대한 네트워크 분석을 실시하였다. 분석절차는 분석 대상 선정, 키워드 추출과 정제, 키워드 네트워크 분석 및 시각화의 과정으로 진행되었다. 자료처리는 Textom 분석 프로그램, Ucinet 6.0, NetDraw 프로그램을 활용하였다. 연구결과는 다음과 같다. 첫째, 2011년부터 2020년 사이 총 62편의 기후변화 교육 관련 논문이 게재되었으며, 학술지는 '에너지기후변화 교육'에서 가장 많은 기후변화 교육 관련 논문이 게재된 것으로 나타났다. 둘째, 키워드 '프로그램' 키워드가 가장 높은 빈도를 보였으며, 그 다음으로 '에너지', '분석', '초등학교', '초등학생', '개발', '영향' 등이 높은 빈도를 보였다. 셋째, 연결정도 중심성 분석결과 '프로그램', '초등학생', '초등학교' 지수가 가장 높게 나타났으며, 가장 큰 군집은 '교수·학습 프로그램 개발과 효과'가 형성되었다. 본 연구는 전반적인 기후변화 교육 관련 연구동향을 탐색하고, 향후 연구주제에 대한 방향성을 파악하였다는 데 의의가 있다.

경관지수를 이용한 지역생태계 평가 - 용인시를 대상으로 - (Evaluation of regional ecosystem by landscape ecological measure - Case study in Yongin City -)

  • 조용현
    • 환경영향평가
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    • 제9권4호
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    • pp.349-362
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    • 2000
  • In the study, the feasibility of landscape ecological measures as indices system for interpretation and evaluation of regional ecosystem was investigated through the application to Yongin City. Each patch metrics well showed the class structure and supplemented the class metrics, and class metrics also showed well the landscape structure and supplemented the landscape metrics. And the change analysis through subtraction of two set of landscape ecological measurement in two point of time showed the dynamic trends very well. One of the dynamic trends in Yongin City was the rapid fragmentation. While there was no landcover data on Yongin City, using Landsat data and remote sensing techniques were proved to be efficient and effective to produce the digital landcover data.

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Trends of Stability Indices and Environmental Parameters Derived from the Rawinsonde Data over South Korea

  • Eom, Hyo-Sik;Suh, Myoung-Seok
    • 한국지구과학회지
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    • 제32권5호
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    • pp.461-473
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    • 2011
  • In this paper, trends of the widely used stability indices (SIs) and environmental parameters (EPs) were examined by using the 30-year routine rawinsonde data observed in three upper air observatories (Osan, Gwangju and Pohang) over South Korea. To take into account of the contribution of water vapor to a parcel density, we applied the virtual temperature correction in calculating the SIs and EPs. The trends of SIs and EPs indicated significant increases of temperature and moisture contents, especially at the low-to-mid troposphere during the last 10 years. The warming trend in the lower troposphere shows about 3 times greater than that of the global average (+0.10- $+0.20^{\circ}C$/10 years), whereas the cooling trend of lower stratosphere demonstrates a similar trend with the global average (-0.33- $-0.60^{\circ}C$/10 years). The vertical stability is clearly reduced due to the unsymmetrical change of atmospheric elements. The unstabilizing trend with the increased moisture contents gradually changed the atmospheric environment in South Korea into the conditions favorable for the occurrence of severe weather or intensifications of such events. These trends are consistent with the recent observations, which showed clear increase in the intensity and frequency of heavy rainfalls.

Dynamic Simple Correspondence Analysis

  • Choi Yong-Seok;Hyun Gee Hong;Seo Myung Rok
    • Communications for Statistical Applications and Methods
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    • 제12권1호
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    • pp.199-205
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    • 2005
  • In general, simple correspondence analysis has handled mainly correspondence relations between the row and column categories but can not display the trends of their change over the time. For solving this problem, we will propose DSCA(Dynamic Simple Correspondence Analysis) of transition matrix data using supplementary categories in this study, Moreover, DSCA provides its trend of the change for the future by predicting and displaying trend toward the change from a standard point of time to the next.

외국의 환경규제 동향 (Trends of International Environmental Regulation)

  • 이현용;송준엽;강재훈
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2006년도 춘계공동학술대회
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    • pp.385-390
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    • 2006
  • Air pollution problem has been one of the most urgent global environmental problems since UN Framework Convention on Climate Change accepted in Rio Conference, 1992. International environmental regulations of global community to reduce the green house gases have influenced the domestic environmental policies. International trends of environmental regulation are introduced in this paper.

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텍스트 마이닝 처리로 품질경영학회지 연구동향 분석 (Analysis of Research Trends in Journal of Korean Society for Quality Management by Text Mining Processing)

  • 이상복
    • 품질경영학회지
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    • 제47권3호
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    • pp.597-613
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    • 2019
  • Purpose: The purpose of this study is to analyze the trend of quality research by analyzing the entire JKSQM(Journal of the Korean Society for Quality Management). Methods: This study is to analyze the frequency of words used in the abstract of the all JKSQM by applying the text mining processing. We use wordcrowd among text mining techniques. Results: 22 words of high frequency were presented in the abstract of the paper published in the JKSQM for 42 years. The frequency of words was shown on a 10 year basis, and the four important words were plotted on a change graph for each Vol. Frequent words of each Vol. are added in the appendix. Conclusion: The main research results are as follows. First, there has been no significant change in research trends over the last 40 years. Second, the early SQC words have been widely used, and since 1990, many words such as service-oriented words have been used, indicating a change in the times. Third, the use of the words of the 4th industrial revolution since 2010 is weak. In the above analysis, the trend of quality research in Korea is within the quality category and can be considered conservative. Now, it is expected that everything will be changed in the period of the 4th Industrial Revolution, and it is time to study the direction of quality in Korea.

Scenario Generator를 활용한 사회경제경로 시나리오 반영 미래 토지피복 추정 (Estimation of Future Land Cover Considering Shared Socioeconomic Pathways using Scenario Generators)

  • 송철호;유소민;김문일;임철희;김지원;김세진;김강선;이우균
    • 한국기후변화학회지
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    • 제9권3호
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    • pp.223-234
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    • 2018
  • Estimation of future land cover based on climate change scenarios is an important factor in climate change impact assessment and adaptation policy. This study estimated future land cover considering Shared Socioeconomic Pathways (SSP) using Scenario Generators. Based on the storylines of SSP1-3, future population and estimated urban area were adopted for the transition matrix, which contains land cover change trends of each land cover class. In addition, limits of land cover change and proximity were applied as spatial data. According to the estimated land cover maps from SSP1-3 in 2030, 2050, and 2100, respectively, urban areas near a road were expanded, but agricultural areas and forests were gradually decreased. More drastic urban expansion was seen in SSP3 compared to SSP1 and SSP2. These trends are similar with previous research with regard to storyline, but the spatial results were different. Future land cover can be easily adjusted based on this approach, if econometric forecasts for each land cover class added. However, this requires determination of econometric forecasts for each land cover class.

Prostate Cancer in Iran: Trends in Incidence and Morphological and Epidemiological Characteristics

  • Pakzad, Reza;Rafiemanesh, Hosein;Ghoncheh, Mahshid;Sarmad, Arezoo;Salehiniya, Hamid;Hosseini, Sayedehafagh;Sepehri, Zahra;Afshari-Moghadam, Amin
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권2호
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    • pp.839-843
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    • 2016
  • Background: Prostate cancer is second most common cancer in men overall in the world, whereas it is the third most common cancer in men and the sixth most common cancer in Iran. Few studies have been conducted on the epidemiology of prostate cancer in Iran. Since ethnicity of Iranian men is different from Asian people and given the epidemiologic and demographic transition taking place in Iran, this study aimed to investigate trends of incidence and morphology of prostate cancer during 2003 - 2008 in the country. Materials and Methods: Data were collected retrospectively reviewing all new prostate cancer patients in the Cancer Registry Center of the Health Deputy for Iran during a 6-year period. Also carcinoma, NOS and adenocarcinoma, NOS morphology were surveyed. Trends analysis of incidence and morphology was by joinpoint regression. Results: During the six years a total of 16,071 cases of prostate cancer were recorded in Iran. Most were adenocarcinomas at 95.2 percent. Trend analysis of incidence (ASR) There was a significant increase incidence, with annual percentage change (APC) of 17.3% and for morphology change percentage trends there was a significant decrease in adenocarcinoma with an APC of -1.24%. Conclusions: Prostate cancer is a disease of older men and the incidence is increasing in Iran. The most common morphology is adenocarcinoma this appears to be decreasing over time. Due to the changing lifestyles and the aging of the population, epidemiological studies and planning assessment of the etiology of prostate cancer and its early detection are essential.