• 제목/요약/키워드: Data Value Chain

검색결과 342건 처리시간 0.041초

고객생애가치를 이용한 납기확약 모델 구현에 관한 연구 (Design of Capable to Promise Using Lifetime Value)

  • 박재현;양광모;강경식
    • 대한안전경영과학회지
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    • 제4권2호
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    • pp.71-81
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    • 2002
  • Today's environment of enterprise is changing. They have to face customer' demands with the right product, the right service and supply them at the right time. And also cut down logistics and inventory cost and bring up the profit as much as they can. This means the change of putting enterprise first in importance to putting customer first importance. therefore to correspond to customer's demand, shorting lead time is becoming a essential condition. The answer to this changes of environment is supply chain management. In the Supply chain, The ATP function doesn't only give customers to conformation of delivery. It can be used by the core function with ATP rule that can reconcile supplies and demands on the supply chain. Therefore We can be acquire the conformation about on the due date of supplier by using the ATP function of management about real and concurrent access on the supply chain, also decide the affect about product availability due to forecasting or customer's orders through the ATP. In this paper, It consolidates the necessity on a CTP and analyzes data which is concerned of ATP. Under the these environments, defines the ATP rule that can improve the customer value and data flow related the LTV(Life Time Value) and builds on a algorithm.

On-Chain Data를 활용한 LSTM 기반 비트코인 가격 예측 (Utilizing On-Chain Data to Predict Bitcoin Prices based on LSTM)

  • 안유진;오하영
    • 한국정보통신학회논문지
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    • 제25권10호
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    • pp.1287-1295
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    • 2021
  • 최근 10여 년 동안 가장 가파르게 가치가 상승한 자산군을 꼽자면 단연 비트코인이라고 할 수 있을 것이다. 특히 비트코인은 중앙통제 기관이 없음에도 불구하고 첫 등장을 한 2009년의 사실상 0달러에서 2021년 최고점인 65,000 달러 수준까지 치솟아 역사에 길이 남을 가치 상승을 보여주었다. 이에 따라 비트코인의 가능성에 대해서 반신반의 했던 상당수 투자자들의 포트폴리오에도 비트코인이 상당한 비중을 차지하는 경우가 많아졌으며, 제도권 내의 금융권에서도 이런 비트코인의 움직임에 주목하고 있다. 비트코인에 대한 관심과 더불어 비트코인의 가격에 거시경제 변수나 센티멘트가 비트코인의 가격이 어떻게 움직이는가에 대한 연구 또한 상당히 진전되었다. 하지만, 이들 연구에서 활용한 변수들은 비트코인만의 특징적인 데이터라고 할 수 있는 블록체인 내의 데이터를 취합하여 가공한 온체인 데이터를 적극적으로 활용하지는 않았다. 따라서, 본 논문에서는 시계열 데이터 예측에 적극적으로 활용되고 있는 LSTM을 기반으로 온체인 데이터를 활용하여 비트코인의 가격을 예측해보고자 한다.

Analysis of Korean Import and Export in the Semiconductor Industry: A Global Supply Chain Perspective

  • Shin, Soo-Yong;Shin, Sung-Ho
    • Journal of Korea Trade
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    • 제25권6호
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    • pp.78-104
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    • 2021
  • Purpose - Semiconductors are a significant export item for Korea that is expected to continue to contribute significantly to the Korean economy in the future. Thus, the semiconductor industry is a critical component in the 4th Industrial Revolution and is expected to continue growing as the non-face-to-face economy expands as a result of the COVID-19 pandemic. In this context, this paper aims to empirically investigate how semiconductors are imported and exported in Korea from a global supply chain perspective by analysing import and export data at the micro-level. Design/methodology - This study conducts a multifaceted analysis of the global supply chain for semiconductors and related equipment in Korea by examining semiconductor imports and exports by semiconductor type, year, target country, mode of transportation, airport/port, and domestic region, using import/export micro-data. The visualisation, flow analysis, and Bayesian Network methodologies were used to compensate for the limitations of each method. Findings - Korea is a major exporter of semiconductor memory and has the world's highest competitiveness but is relatively weak in the field of system semiconductors. The trade deficit in 'semiconductor equipment and parts' is clearly growing. As a result, continued investment in 'system semiconductors' and 'semiconductor equipment and parts' technology development is necessary to boost exports and ensure a stable supply chain. Originality/value - Few papers on semiconductor trade in Korea have been published from the perspective of the global supply chain or value chain. This study contributes to the literature in this area by focusing on import and export data for the global supply chain of the Korean semiconductor industry using a variety of approaches. It is our hope that the insights gained from this study will aid in the advancement of SCM research.

The Reorganization of Global Value Chains in East Asia before and after COVID-19

  • Miroudot, Sebastien
    • East Asian Economic Review
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    • 제24권4호
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    • pp.389-416
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    • 2020
  • This paper provides empirical evidence on the reorganization of GVCs in East Asia, highlighting that structural trends explain a decrease in the fragmentation of production after 2011 but that it is not the result of rising trade costs along the value chain. Using harmonized inter-country input-output tables, the paper first analyzes the global import intensity of production to document changes in the structure of GVCs. It then calculates theory-consistent bilateral trade costs for intermediate and final products using an approach derived from the gravity literature and introduces a new index of cumulative trade costs along the value chain. These data are used to discuss whether the decrease in global imports is the consequence of shifts in demand, efficiency-enhancing strategies of firms or rising trade costs. Between 2011 and 2016, cumulative trade costs have decreased in East Asian GVCs. However, as COVID-19 is likely to intensify trade and investment uncertainties, trade costs could increase in the future. Policies aimed at reducing uncertainties and preserving the gains from trade and investment liberalization will be key in this new environment.

외국인 직접 투자(FDI)가 GVC 참여도와 수출 부가가치에 미치는 영향 (Foreign Direct Investment(FDI), GVC Participation and Trade in Value Added)

  • 이가은;인령;최영준
    • 무역학회지
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    • 제44권5호
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    • pp.107-125
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    • 2019
  • This study analyzes the effects of FDI on the global value chain (GVC) using participation and export value added using panel data from 2005 to 2016 for 63 countries. This study used the GLS method. Results are as follows: First, foreign direct investment had a positive impact on the global value chain (GVC) participation and export value added of non-OECD economies. Furthermore, tariff rates were more sensitive to non-OECD countries than OECD countries. In addition, logistics infrastructure had a negative impact on global value chain (GVC) participation and export value added, while developed countries, such as OECD countries, with good infrastructure, had a positive impact on non-OECD countries. Finally, research and development costs have been shown to play a very important role in non-OECD countries. This study found that various service sectors, such as research and development (R & D) as well as the general manufacturing industry, are expanding beyond two countries to form global value chains (GVC) in which several countries are connected from production to consumption.

가치사슬분석을 통한 지식정보보안산업의 애로사항 분석 (Value Chain Analysis on Business Difficulties of Information Security Industry)

  • 전효정;김태성
    • 한국IT서비스학회지
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    • 제12권1호
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    • pp.229-245
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    • 2013
  • The information security industry market is sluggish despite high expectation for its growth, and thus policies are required to define the causes and to address these issues. The policy formulation requires various historical market and human resource data for analyzing the industry, which cannot be guaranteed secured. This study executed face-to-face in-depth interviews with the frontline businesses in order to gather live opinions and to analyze industry's value chain, problems, and difficulties with a view to defining policy tasks for the development of the industry. The findings of the study revealed the current technical level of the information security industry, the frontline difficulty, and industrial ecosystem status. Based on these findings, the industry revitalization policy was devised and proposed. Objectives of the policy included the fostering of capacity to conceptualize, plan, and design industrial strategies based on the analysis of the industry's value chain and ecosystem, the expansion of the industry's value-added through the enhanced securing and management of the Intellectual Property Rights (IPR), and the nurturing of the security Human Resources (HR) in line with the industrial demand.

Corporate Investment Behavior and Level of Participation in the Global Value Chain: A Dynamic Panel Data Approach

  • KUANTAN, Dhaha Praviandi;SIREGAR, Hermanto;RATNAWATI, Anny;JUHRO, Solikin M.
    • The Journal of Asian Finance, Economics and Business
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    • 제8권12호
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    • pp.117-127
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    • 2021
  • This study was conducted to comprehensively identify factors that potentially influence corporate investment behavior, including micro, macro, and sectoral variables. Furthermore, investment behavior was studied across nations based on their participation in the global value chain (GVC), which was evaluated based on commodities, limited manufacturing, advanced manufacturing, and innovative activities. The study uses the dynamic panel data analysis and Generalized Method of Moment (GMM) estimation for a sample of 800 corporations, with data spanning over 2000-2019. The study result shows that in all types of countries, the coefficient lag indicator of capital expenditure statistically has a significant effect on capital expenditure. Sales growth, exchange rate, and GDP have a significant positive effect on corporate investment growth, while DER has a negative effect. In commodity countries, corporate investment is influenced by sales growth, exchange rate, and FCI. The variables that influence corporate investment in manufacturing countries are the FCI, exchange rate, sales growth, GDP, and DER. In innovative countries, variables that significantly affect capital expenditure are DER, GDP, and Tobin Q. In each type of country, the interaction terms between exchange rate and commodity price are positive and statistically significant.

Comparative Research on Mobile Value Chains among China, Japan, and Korea

  • Lee, Hong-Joo;Li, Mingzhi;Iijima, Junichi;Kim, Jong-Woo
    • 한국전자거래학회지
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    • 제15권3호
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    • pp.147-162
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    • 2010
  • East Asian region, specifically China, Japan, and Korea, is considered as an area of advanced mobile handsets and mobile services. The well-established infrastructure of this region is well known due to rapid introduction of diverse feature-equipped handsets and advanced capabilities of mobile network operators. However, the status of mobile business has rarely been dealt with in previous studies. In this paper, we compare mobile value chains among these three countries. China has adopted open platform for mobile data services while Korea and Japan's mobile network operators control mobile portals for accessing diverse contents and services. We also discuss some possible reasons for the differences among the three countries in terms of value chain structures.

건설산업의 효율적 정보관리체계 구축전략 (A Strategy of Information Management System for Construction Company)

  • 이태식;김용천
    • 한국건설관리학회:학술대회논문집
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    • 한국건설관리학회 2001년도 학술대회지
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    • pp.458-461
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    • 2001
  • IT의 발전으로 산업사회가 정보화를 거쳐 지식화되면서 Value Chain을 규명하여 비효율적인 생산구조를 혁신하는 BPR(Business process Reengineering)이 이루어지고 이를 바탕으로 ERP(Enterprise Resource Planning) 구축이 이루어지고 있다. ERP를 확대하기 위해 SCM(Supply Chain Management)와 CRM(Customer Relationship Management)이 제조업에서 활발히 이루어지고 있다. 그러나, 건설산업에서는 이러한 IT의 접목이 본격화되지 못 하고 있으며 정보화에 대한 인식 또한 미비한 실정으로 정부 주도의 건설CALS와 일부 대기업에서만이 기존의 업무 프로세스를 개선하고 개별 시스템을 통합하는 작업이 이루어지고 있는 실정이다. 대다수의 건설관련 기업은 기존의 조직 및 생산구조에 대한 혁신이 이루어지지 않고 있는 실정이다. 건설산업의 특성상 사업수행 정보(Project Information)와 실적자료(Historical data)의 효율적 관리가 이루어져야 할 것이며, 기존의 기능 중심의 정보흐름을 프로젝트 중심의 정보흐름으로 전환할 수 있는 CIC(Computer Integrated Construction) 및 PMIS(Project Management Information System)의 개발이나 도입이 필요하다. 본 논문은 건설산업에서의 정보화의 문제점을 분석하고 정보의 발생과 흐름을 분석하여 정보화체계 구축의 핵심인 정보의 표준화·동시화·중앙집권화를 이룰 수 있는 방안을 제시하고자 한다.

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모듈러 공법 기반 강교 공급사슬 관리를 위한 시뮬레이션 모형 개발 (Development of a Simulation Model for Supply Chain Management of Modular Construction based Steel Bridge)

  • 이재일;정은지;김시남;정근채
    • 한국건설관리학회논문집
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    • 제23권2호
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    • pp.3-15
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    • 2022
  • 본 연구에서는 모듈러 공법 기반 강교 건설공사에 대해 공급사슬 관리를 위한 시뮬레이션 모형을 개발한다. 이를 위해, 우선 강교 건설에 대한 공장 제작/현장 시공 체계 자료를 수집한 후, 이를 바탕으로 공급사슬, 개체, 자원, 공정 등을 정의하였다. 이후, Arena 소프트웨어를 이용하여 데이터, 플로차트, 애니메이션 모듈을 작성함으로써 강교 공급사슬 시뮬레이션 모형을 개발하였다. 마지막으로, 개발된 모형의 논리성 검증과 유효성 확인을 위한 애니메이션 검증, 극한 조건 검증, 평균값 확인, 리틀의 법칙 확인, 사례 실적값 확인 등의 방법론을 이용하여 모형의 타당성을 검토하였다. 검토 결과, 개발된 시뮬레이션 모형은 논리적 오류 없이 강교 공급사슬의 공정과 특성을 적합하게 표현하며, 분석 대상 공급사슬에 대한 정확한 성능평가척도 예측치를 제공하였다. 향후, 본 연구에서 개발된 시뮬레이션 모형은 강교 공급사슬 체계를 최적으로 운영하기 위한 관리기법을 개발함에 있어 성능 평가 플랫폼으로서의 역할을 충실히 수행할 수 있을 것이다.