• Title/Summary/Keyword: Dynamic Supply Chain

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Effective Image Retrieval for the M-Learning System (모바일 교육 시스템을 위한 효율적인 영상 검색 구축)

  • Han Eun-Jung;Park An-Jin;Jung Kee-Chul
    • Journal of Korea Multimedia Society
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    • v.9 no.5
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    • pp.658-670
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    • 2006
  • As the educational media tends to be more digitalized and individualized, the learning paradigm is dramatically changing into e-learning. Existing on-line courseware gives a learner more chances to learn when they are home with their own PCs. However, it is of little use when they are away from their digital media. Also, it is very labor-intensive to convert the original off-line contents to on-line contents. This paper proposes education mobile contents(EMC) that can supply the learners with dynamic interactions using various multimedia information by recognizing real images of off-line contents using mobile devices. Content-based image retrieval based on object shapes is used to recognize the real image, and shapes are represented by differential chain code with estimated new starting points to obtain rotation-invariant representation, which is fitted to computational resources of mobile devices with low resolution camera. Moreover we use a dynamic time warping method to recognize the object shape, which compensates scale variations of an object. The EMC can provide learners with quick and accurate on-line contents on off-line ones using mobile devices without limitations of space.

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Dynamic Interaction of Performance Information and Word-of-Mouth in Film Industry (영화공급사슬 내 성과정보와 입소문 효과의 동적상호작용에 대한 연구)

  • Lee, Wonhee
    • Korean Management Science Review
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    • v.32 no.2
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    • pp.125-143
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    • 2015
  • When studying the film industry, researchers have seldom addressed the dynamic interaction between marketing information and word of mouth in the motion picture industry mainly because of the limitation of traditional research methodologies. This study explores integration and competition among important variables influencing on audience's choice on movie selection, particularly by using a new method of agent-based modeling including competitive environment. Decision process of moviegoer composed of transition probability based on multinomial logit model, considering marketing and box-office information, critique, and word of mouth from other moviegoers. After validating the fitness of market share among released movies, this study conducted a set of simulation experiments considering several variables such as market size, change of weight between variables, and movie performance under competition. Propositions are derived from the simulation results is also suggested for future research.

Analyzing Dynamics of Korean Housing Market Using Causal Loop Structures (주택시장의 동태성 분석을 위한 시스템 사고의 적용에 관한 연구 - 인과순환지도를 중심으로 -)

  • Shin Hye-Sung;Sohn Jeong-Rak;Kim Jae-Jun
    • Korean Journal of Construction Engineering and Management
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    • v.6 no.3 s.25
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    • pp.144-155
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    • 2005
  • Since 1950s, the Korean housing market has continually experienced the chronicle lack of housing stock because of lower housing investment in comparison with a population explosion, prompt urbanization and rapid restructuring of family. The Korean housing market have thus been driven not by the pricing model by housing demand-supply chain but by the Korean housing policies focusing on the increase of housing supply and the living stability of the middle or low-income bracket. After all, repetitive economic vicious circle of housing price and the increase of unsold apartments aggravated the malfunction of the Korean housing market. Meanwhile, the Korean construction firms have exacerbated their profitability. Such terrible situations are mainly triggered by the Korean construction firms that weighed on the short-term profits and quick response of the government policy alterations rather than the prospect of housing market Therefore, this research focusing on the dynamics of housing market identified and classified the demand and supply elements that consist not only of housing system structures but also of the environmental elements that affect the structures. Based on the system thinking and traditional theory of consumer's choice, the interactions of these elements were constructed as a causal loop diagram that explains the mutual influences among housing subsystems with feedback loops. This paper describes and discusses about the causes of the dynamic changes in the Korean housing market. This study would help housing suppliers, including housing developers, construction firms, etc., to form a more comprehensive understanding on the fundamental issues that constitute the Korean housing market and thereby increasing their long term as well as minimizing the risk involved in the housing supply businesses.

Does Big Data Analytics Enhance Sustainability and Financial Performance? The Case of ASEAN Banks

  • ALI, Qaisar;SALMAN, Asma;YAACOB, Hakimah;ZAINI, Zaki;ABDULLAH, Rose
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.7
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    • pp.1-13
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    • 2020
  • This study analyzes the key drivers (commitment, integration of big data, green supply chain management, and green human resource practices) of sustainable capabilities and the influence to which these sustainable capabilities impact the banks' environmental and financial performance. Additionally, this study analyzes the impact of green management practices on the integration of big data technology with operations. The theory of dynamic capability was deployed to propose and empirically test the conceptual model. Data was collected through a self-administrated survey questionnaire from 319 participants employed at 35 banks located in six ASEAN countries. The findings indicate that big data analytics strategies have an impact on internal processes and banks' sustainable and financial performance. This study indicates that banks committed towards proper data monitoring of its clients achieve operational efficiency and sustainability goals. Moreover, our results confirm that banks practising green innovation strategies experience better environmental and economic performance as the employees of these banks have received advance green human resource training. Finally, our study found that internal and external green supply chain management practices have a positive impact on banks' environmental and financial performance, which confirms that ASEAN banks contributing in reduction of environmental impact through its operations will ultimately experience increased financial performance.

A Study on the Conceptual Frame for Spatial Study of Logistics Industry (물류산업의 공간연구를 위한 개념 체계에 관한 연구)

  • Sung, Sin-Je;Kang, Sang-Mok
    • Journal of the Korean Geographical Society
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    • v.46 no.1
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    • pp.81-99
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    • 2011
  • The purpose of this paper is to systemize the spatial studies of logistics industry by arranging the partially scattered current studies on spatial studies of logistics industry overall. Logistics industry now builds a complex spatial organization which has been developed to the stages of independent optimization by materials management and physical distribution providing specialized logistics services, logistics, and supply chain management including IT and management step by step. The complex spatial organization of logistics industry has been systematized with geographical space and virtual space, disintegration and integration, and intermediation and disintermediation. The three areas reported a dynamic characteristic overlapped in space. The dynamic characteristic has a dose relationship with interaction between IT and space of economic activities.

A Dynamic Optimization for Automotive Vehicle Shipment and Delivery (자동차 선적 및 납기를 위한 동적 최적화)

  • Yee, John
    • Journal of the Korea Society for Simulation
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    • v.23 no.4
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    • pp.9-19
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    • 2014
  • The automotive industry has made much efforts to deliver finished vehicles to customers with speed and reliability. Decreasing the time a vehicle stays within an assembly plant from production release to shipment contributes to reduce the total order lead-time and consequently, the total transportation cost as well. Conventional shipment planning algorithms are limited in accommodating the dynamics of assembly plant operations as to finished vehicle shipment. This paper presents a market-based multi-agent shipment planning algorithm to optimize the performance of vehicle shipment process, capturing the operationally disruptive events. Experimental results using simulation show that the algorithm improves vehicle shipment performance with respect to lead time, labor efficiency, finished product quality, and transportation efficiency.

Sum-selector generation algorithm based 64-bit adder design (SUM 선택신호 발생 방식을 이용한 64-bit 가산기의 설계)

  • 백우현;김수원
    • Journal of the Korean Institute of Telematics and Electronics D
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    • v.35D no.1
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    • pp.41-48
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    • 1998
  • This paper proposes a new addition algorithm to improve the addition speed which is one of the important factors for data path functions. We have designed a fast 64-bit adder utilizing al dynamic chain architecture based on the proposed Sum-Selector Generation (SSG) algorithm. Proposed adder is designed with pass-transistor logicto achieve a high speed operation in low voltage circumstance. Realized 64-bit adder with 0.8.mu.m CMOS double-metal process technology has been fully tested. it operates at 185 MHz with 5.0V and chip area occupies 3.66mm$^{2}$. It is also demonstrated that designed adder operates even at 2.0V power supply condition.

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A Cost Optimization Problem on a 2 Level Transportation Network (2단계 수송네트워크 상에서의 장기적 비용 최적화)

  • Jung, Jae-Heon
    • Journal of the Korean Operations Research and Management Science Society
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    • v.30 no.3
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    • pp.1-15
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    • 2005
  • In our model, a fleet of vehicles start from docking point to collect loads at the terminals assigned to the point Then the docking points are connected to the hub by primary vehicle routes starting at the hub. This vehicle visit all the docking points to collect the loads which have been collected by the secondary vehicles. Our goal Is to minimize the long-run cost of setting up the docking Points and vehicle operation cost by deciding the location of the docking points and the routes optimally. We propose an heuristic algorithm to solve this and tested it though various experiments.

Optimal Inventory and Price Markdown Policy for a Two-Layer Market with Demand being Price and Time Dependent

  • Jeon, Seong-Hye;Sung, Chang-Sup
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2006.11a
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    • pp.142-146
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    • 2006
  • This paper considers a SCM issue concerned with an integrated problem of inventory control and dynamic pricing strategies when demands are price and time dependent. The associated price markdowns are conducted for inventory control in a two-layer market consisting of retailer and outlet as in fashion apparel market. The objective function consists of revenue terms (sales revenue and salvage value) and purchasing cost term. Specifically, decisions on price markdowns and order quantity are made to maximize total profit in the supply chain so as to have zero inventory level at the end of the sales horizon. To solve the proposed problem, a gradient method is applied, which shows an optimal decision on both the initial inventory level and the discount pricing policy. Sensitivity analysis is conducted on the demand parameters and the final comments on the practical use of the proposed model are presented.

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Integrated inventory-distribution planning in a (1:N) supply chain system with heterogeneous vehicles incorporated (다양한 수송수단을 고려하는 (1:N) 공급체인에 대한 재고-수송의 통합계획수립)

  • Kim, Eun-Seok;Seong, Chang-Seop;Yang, U-Seok
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2006.11a
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    • pp.327-331
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    • 2006
  • This paper considers an integrated inventory-distribution system with a fleet of heterogeneous vehicles employed where a single warehouse distributes a single type of products to many spatially distributed retailers to satisfy their dynamic demands and the product is provided to the warehouse via procurement ordering from any manufacturing plant or market The Problem is formulated as an Mixed Integer Programming with the objective function of minimizing the sum of inventory holding cost (at the warehouse and retailers), and transportation cost and procurement ordering cost at the warehouse, subject to inventory-balancing constraints, ordering constraints, vehicle capacity constraints and transportation time constraints. The problem is Proven to be NP-hard. Accordingly, a Lagrangean heuristic procedure is derived and tested for its effectiveness through computational experiments with some numerical instances.

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