• 제목/요약/키워드: Distribution and trends

검색결과 954건 처리시간 0.026초

Topic Modeling Analysis of Social Media Marketing using BERTopic and LDA

  • YANG, Woo-Ryeong;YANG, Hoe-Chang
    • 산경연구논집
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    • 제13권9호
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    • pp.37-50
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    • 2022
  • Purpose: The purpose of this study is to explore and compare research trends in Korea and overseas academic papers on social media marketing, and to present new academic perspectives for the future direction in Korea. Research design, data and methodology: We used English abstract of research paper (Korea's: 1,349, overseas': 5,036) for word frequency analysis, topic modeling, and trend analysis for each topic. Results: The results of word frequency and co-occurrence frequency analysis showed that Korea researches focused on the experiential values of users, and overseas researches focused on platforms and content. Next, 13 topics and 12 topics for Korea and overseas researches were derived from topic modeling. And, trend analysis showed that Korean studies were different from overseas in applying marketing methods to specific industries and they were interested in the short-term performance of social media marketing. Conclusions: We found that the long-term strategies of social media marketing and academic interest in the overall industry will necessary in the future researches. Also, data mining techniques will necessary to generate more general results by quantifying various phenomena in reality. Finally, we expected that continuous and various academic approaches for volatile social media is effective to derive practical implications.

서울 주요 패션상권의 가두점 분포 현황 분석: 2007-2014년의 변화추이를 중심으로 (An Analysis of Road Shop in Main Fashion Trade Areas in Seoul: Based on Trends in 2007-2014)

  • 장은영
    • 패션비즈니스
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    • 제19권1호
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    • pp.34-46
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    • 2015
  • The purpose of this study was to investigate the distribution state of road shops around the 9 main fashion trade areas in Seoul, and to analyze whether there were any differences in them based on clothing, store types and regions. Furthermore, by investigating the distribution state of road shops in the 9 main fashion trade areas per year, this study provides basic information that can be helpful in opening and securing road shops in major trade areas. The method of investigation was to analyze clothing types and store types with 72 maps of commercial areas. Samsungdesignnet investigated these areas for 8 years around the 9 main fashion trade areas (Garosugil, Gangnam nonhyun, Gangnam Station, Myungdong, Moonjung, Apgujung, Yeonsinne, Edae, and Chungdam). As a result, the distribution state of the fashion road shops based on clothing types revealed that road shops for ladies' wear, bag or shoes, and total fashion were strong, and the distribution state of non brand were strong. When it came to year-to-year trends, road shops for women's wear, bag or shoes, and total fashion showed a steady increasing tendency of being on-trend, but casuals and underwear showed a falling tendency of being on-trend. In terms of store type distribution, non-brand shops showed the most remarkable growth, followed by multi-shop while total fashion store showed a steady growth. Also, when it came to regional distribution, the dominant trade areas were different based on clothing type. Garosugil showed the widest variation in its yearly trend investigation, and Gangnam station also showed a substantial amount of growth. In other areas, there was no considerable change in the total number of shops, but increasing and decreasing markets had a complexity that depended on clothing types.

도심지 토사재해 고위험지역 극치강우 시간분포 시나리오 분석 (Analysis of Extreme Rainfall Distribution Scenarios over the Landslide High Risk Zones in Urban Areas)

  • 윤선권;장상민;이진영
    • 한국농공학회논문집
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    • 제58권3호
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    • pp.57-69
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    • 2016
  • In this study, we analyzed the extreme rainfall distribution scenarios based on probable rainfall calculation and applying various time distribution models over the landslide high risk zones in urban areas. We used observed rainfall data form total 71 ASOS (Automated Synoptic Observing System) station and AWS (Automatic Weather Station) in KMA (Korea Meteorological Administration), and we analyzed the linear trends for 1-hr and 24-hr annual maximum rainfall series using simple linear regression method, which are identified their increasing trends with slopes of 0.035 and 0.660 during 1961-2014, respectively. The Gumbel distribution was applied to obtain the return period and probability precipitation for each duration. The IDF (Intensity-Duration-Frequency) curves for landslide high risk zones were derived by applying integrated probability precipitation intensity equation. Results from IDF analysis indicate that the probability precipitation varies from 31.4~38.3 % for 1 hr duration, and 33.0~47.9 % for 24 hr duration. It also showed different results for each area. The $Huff-4^{th}$ Quartile method as well as Mononobe distribution were selected as the rainfall distribution scenarios of landslide high risk zones. The results of this study can be used to provide boundary conditions for slope collapse analysis, to analyze sediment disaster risk, and to use as input data for risk prediction of debris flow.

탄소 저장량 감시에서 배수구역과 행정구역의 비교 평가 - 금강산에 대한 UN-REDD 대응 차원에서 - (Comparative Evaluation between Administrative and Watershed Boundary in Carbon Sequestration Monitoring - Towards UN-REDD for Mt. Geum-gang of North Korea -)

  • 김준우;엄정섭
    • 환경영향평가
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    • 제22권5호
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    • pp.439-454
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    • 2013
  • UN-REDD (United Nations programme on Reducing Emissions from Deforestation and forest Degradation) is currently being emerged as one of important mechanism to reduce carbon dioxide in relation to the deforestation. Although administrative boundary has already gained world-wide recognition as a typical method of monitoring unit in the process of GHG (Greenhouse Gas) reduction project, this approach did not provide a realistic evidence in the carbon sequestering monitoring in terms of UN-REDD; the meaningful comparison of land use patterns among watershed boundaries, interpretation for distribution trends of carbon density, calculation of opportunity cost, leakage management, etc. This research proposes a comparative evaluation framework in a more objective and quantitative way for carbon sequestering monitoring between administrative and watershed boundary approaches. Mt. Geumgang of North Korea was selected as a survey objective and an exhaustive and realistic comparison of carbon sequestration between the two approaches was conducted, based on change detection using TM satellite images. It was possible for drainage boundary approach to identify more detailed area-wide patterns of carbon distribution than traditional administrative one, such as estimations of state and trends, including historical trends, of land use / land cover and carbon density in the Mt. Geumgang. The distinctive changing trends in terms of carbon sequestration were specifically identified over the watershed boundary from 4.0% to 34.8% while less than 1% difference was observed in the administrative boundaries, which were resulting in almost 21-22%. It is anticipated that this research output could be used as a valuable reference to support more scientific and objective decision-making in introducing watershed boundary as carbon sequestering monitoring unit.

난지도를 중심으로 한 대기 중 BTEX 성분의 농도분포 특성에 대한 연구 (Studies of Ambient BTEX Distribution Characteristics in the Nan-Ji-Do Landfill Site in Seoul)

  • 김기현;김민영;오상인;윤중섭;이강웅
    • 한국대기환경학회지
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    • 제17권6호
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    • pp.463-474
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    • 2001
  • In this study, the concentrations of major anthropogenic volatile organic compounds(VOCs) which include benzene, toluene, m, p-xylene, o-xylene, and ethylbenzene were measured at the Nan-ji-do landfill site during the spring and fall season of 2000. the temporal distribution characteristics of these VOCs were investigated over varying time scale. According to our study, the mean concentration of those species were computed to be 1.65$\pm$2.68(benzene), 9.62$\pm$9.32(toluene), 1.84$\pm$2.90(m, p-xylene), 0.83$\pm$1.43(o-xylene), and 1.17$\pm$1.21 ppb(ethylbenzene). The VOCs levels in the study area are not distinctively higher than the level typically found in urban area that can be subject to the influence of various anthropogenic source processes. Inspection of their temporal trends exhibited various patterns for the diurnal(and seasonal) cycle. Although each species showed distinctive patterns in temporal distribution trends, we were able to find the strong correlations among most concurrently measured VOCs except for benzene.

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유통과학연구의 연구 동향 분석 : 창간호부터 제8권 제3호까지를 중심으로 (Analysis of Research Trends in Journal of Distribution Science)

  • 김영민;김영이;윤명길
    • 유통과학연구
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    • 제8권4호
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    • pp.5-15
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    • 2010
  • 본 연구에서는 한국유통과학회가 발행하고 있는 유통과학연구에 게재된 논문의 연구 동향을 분석하고 학회지의 질적 향상을 위한 시사점을 제시하고자 하였다. 즉, 유통분야의 학문체계를 분류하여 연구동향을 분석하고, 유통 관련 다른 학회지와 비교한 후 유통과학연구의 질적 향상을 위한 시사점을 도출하고자 하였다. 특히, 한국유통과학회는 1999년 「유통과학연구」 제1권 제1호 창간을 시작으로 2010년 9월 제8권 제3호까지 총 109편의 논문을 게재하였다. 109편의 논문을 대상으로 연구주제, 연구 주체, 연구 참여자의 수, 연구방법론, 국문 및 영문논문 빈도, 내국인 및 외국인 참여빈도, 참고문헌 활용 등에 대하여 분석하였다. 추가적으로 유통을 연구대상으로 하는 한국유통학회의 유통연구 및 한국유통경영학회의 유통경영학회지와 유통과학연구를 비교 분석하여 발전방안을 모색하고자 한다. 결론적으로 유통과학연구의 연구동향 및 유사 학회지의 비교 분석을 바탕으로 다음과 같은 시사점을 제시하고자 한다. 먼저, 유통과학연구가 SSCI를 준비하기 위해서는 해외 투고자를 적극 유치해야한다. 또한, 영문논문의 비중을 대폭 늘려야 할 것이다. 셋째, 학술지의 질 향상을 위한 다양한 연구방법론 수용을 해야할 것이다. 넷째, 유통과학연구의 피인용율울 확대하기 위하여 학술지의 해외 공급을 원활하게 할 수 있도록 구글 등 웹검색 기능을 보강해야 할 것이다. 이상의 시사점을 통한 개선을 한다면 국내 뿐 아니라 해외에서도 인정받는 세계적인 학술지 반열에 올라설 수 있을 것이다.

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SAR/VIR FCC에서 삼각 트레이닝 도구에 의한 분류정확도 분포추세 평가: 태국의 송클라 호수 유역을 사례로 (Evaluating Distribution Trends of Classification Accuracy by Triangular Training Operator in SAR/VIR FCC : A Case Study of Songkhla Lake Basin in Thailand)

  • Jung Sup Um
    • 대한지리학회지
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    • 제38권3호
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    • pp.375-388
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    • 2003
  • SAR와 VIR 영상을 디지털 환경에서 통합하여 상승효과를 도출하려는 응용은 아직까지도 탐색적인 연구수준에 머물러 있다. 본 연구는 SAR와 VIR을 통합한 영상에서 삼각 트레이닝 도구가 개별 클라스의 분류 정확도의 분포추세에 미치는 영향을 평가하는 데 주안점을 두고 있다. SAR 데이터와 VIR 데이터가 단일 시너지 영상을 제작하기 위해 통합되었다. 분류정확도의 향상과정이 SAR, VIR, SAR/VIR 통합영상에서 단계적으로 확실하게 도출되었다. 아울러 개별 클라스의 분류정확도가 FCC에 의거한 트레이닝 샘플의 신호(signature)값과 밀접한 상관성을 가지고 분포되는 것이 확인되었다. 한 예로 FCC에서 SAR 영상 신호(signature)의 기여 때문에 구름으로 덮힌 지역과 굴곡을 지닌 지상물체가 (VIR에서는 사실상 분류가 불가능하였던) 상당한 공간 정확도를 가지고 분류되었다. 본 연구가 SAR/VIR을 통합한 응용분야에서 분류정확도의 분포추세에 대한 정량화되고 객관적인 근거가 부재하여 직면하였던 한계를 극복할 수 있는 계기가 되어 향후 SAT/VIR 원격탐사에서 개별 클라스에 대해 확보할 수 있는 분류 정확도에 대한 중요한 참고자료가 될 수 있을 것으로 사료된다.

ETRI AI 실행전략 7: AI로 인한 기술·사회적 역기능 방지 (ETRI AI Strategy #7: Preventing Technological and Social Dysfunction Caused by AI)

  • 김태완;최새솔;연승준
    • 전자통신동향분석
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    • 제35권7호
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    • pp.67-76
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    • 2020
  • Because of the development and spread of artificial intelligence (AI) technology, new security threats and adverse AI functions have emerged as a real problem in the process of diversifying areas of use and introducing AI-based products and services to users. In response, it is necessary to develop new AI-based technologies in the field of information protection and security. This paper reviews topics such as domestic and international trends on false information detection technology, cyber security technology, and trust distribution platform technology, and it establishes the direction of the promotion of technology development. In addition, the development of international trends in ethical AI guidelines to ensure the human-centered ethical validity of AI development processes and final systems in parallel with technology development are analyzed and discussed. ETRI has developed AI policing technology, information protection, and security technologies as well as derived tasks and implementation strategies to prepare ethical AI development guidelines to ensure the reliability of AI based on its capabilities.

스마트농업 기술 및 표준화 동향 (Technology and Standardization Trends on Smart Agriculture)

  • 민재홍;박주영
    • 전자통신동향분석
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    • 제33권2호
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    • pp.77-85
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    • 2018
  • At present, agriculture in Korea is experiencing difficulties, such as a stagnation in farm income, an increase in imported agricultural products, a decrease in arable land, a decrease in the self-sufficiency rate of grain, a decrease in rural population, and aging. To solve these problems and vitalize the rural economy, our government is promoting its 6th industrialization policy, which links agriculture with primary industry, secondary, industry and tertiary industry, and as well as smart agriculture based on information and communication technology. Smart agriculture is an agriculture form used to improve the quality of life in rural areas through making greater efficiency and intelligence by applying ICT convergence technology to the whole entire process of agricultural production, distribution, and consumption in the areas of outdoor agriculture, facility horticulture, and livestock. Therefore, in this paper, we analyze the policy, technology, and standardization trends of domestic and foreign smart agriculture, and suggest ways to apply them to domestic smart agriculture during the in the introduction stage.