• Title/Summary/Keyword: decision-making support service

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A case study on algorithm development and software materialization for logistics optimization (기업 물류망 최적 설계 및 운영을 위한 알고리즘 설계 및 소프트웨어 구현 사례)

  • Han, Jae-Hyun;Kim, Jang-Yeop;Kim, Ji-Hyun;Jeong, Suk-Jae
    • Journal of the Korea Safety Management & Science
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    • v.14 no.4
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    • pp.153-168
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    • 2012
  • It has been recognized as an important issue to design optimally a firm's logistics network for minimizing logistics cost and maximizing customer service. It is, however, not easy to get an optimal solution by analyzing trade-off of cost factors, dynamic and interdependent characteristics in the logistics network decision making. Although there has been some developments in a system which helps decision making for logistics analysis, it is true that there is no system for enterprise-wise's on-site support and methodical logistics decision. Specially, E-biz process along with information technology has been made dramatic advance in a various industries, there has been much need for practical education closely resembles on-site work. The software developed by this study materializes efficient algorithm suggested by recent studies in key topics of logistics such as location and allocation problem, traveling salesman problem, and vehicle routing problem and transportation and distribution problem. It also supports executing a variety of experimental design and analysis in a way of the most user friendly based on Java. In the near future, we expect that it can be extended to integrated supply chain solution by adding decision making in production in addition to a decision in logistics.

Wind-induced fragility assessment of protruding sign structures

  • Sim, Viriyavudh;Jung, WooYoung
    • Wind and Structures
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    • v.31 no.5
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    • pp.381-392
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    • 2020
  • Despite that the failure of sign structure may not have disastrous consequence, its sheer number still ensures the need for rigorous safety standard to regulate their maintenance and construction. During its service life, a sign structure is subject to extensive wind load, sometimes well over its permissible design load. A fragility analysis of a sign structure offers a tool for rational decision making and safety evaluation by using a probabilistic framework to consider the various sources of uncertainty that affect its performance. Wind fragility analysis was used to determine the performance of sign structure based on the performance of its connection components. In this study, basic wind fragility concepts and data required to support the fragility analysis of the sign structure such as sign panel's parameters, connection component's parameters, as well as wind load parameters were presented. Fragility and compound fragility analysis showed disparity between connection component. Additionally, reinforcement of the connection system was introduced as an example of the utilization of wind fragility results in the retrofit decision making.

Development of Decision Making Spport System at Special Disaster Area (특수재난현장에서의 의사결정지원시스템 개발)

  • Lee, Seung-Hyung;Ahn, Byung-Dug;Roh, Tae-ho
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2014.07a
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    • pp.197-198
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    • 2014
  • 본 논문에서는 여러 기관이 함께 투입되어 구조 및 진압 활동을 하는 특수재난현장의 소방대원은 각종 위험환경에 장시간 노출된 상태로 할동을 하고 있으며 또한 진압 및 구조 활동을 하는 동안 부지중에 팀에서 이탈하여 고립되는 경우가 발생되며 이로 인해 인명 피해가 발생하고 있다. 이러한 문제점을 해결하고자 진압 및 구조 현장의 영상 및 각종 환경 정보 수집과 대원간의 위치정보를 수집하는 연구가 활발하게 진행되고 있다. 그러나 현재 연구단계에서 수집된 정보는 각기 보관하여 처리되고 있음으로 종합적인 데이터를 통해 신속하고 지능적인 의사결정지원시스템이 필요한 상황이다. 재난 환경 정보와 대원의 안전 정보 및 대원의 위치등 수집된 정보를 기반으로 신속하게 의사결정을 내림으로 안정된 구조 및 진압 활동을 지원할 뿐 아니라 불의의 사고로부터 소방 대원의 생명을 보호할 수 있는 의사결정지원시스템을 개발하고자 한다.

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Intelligent Army Tactical Command Information System based on National Defense Ontology (국방온톨로지 기반의 지능형 육군전술지휘정보체계)

  • Yoo, Donghee;Ra, Minyoung;Han, Changhee;Shin, Jinhee;No, Sungchun
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.3
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    • pp.79-89
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    • 2013
  • ATCIS (Army Tactical Command Information System) provides commanders and staff officers the battlefield information that is reported by tactical echelons under an army corps and the commanders make decisions based on the information by using their experience and specialty in military domain. If ATICS can automatically understand the reported information from rapidly changing battlefield and provide new knowledge that can support decision making, the commanders would be able to make faster and more accurate decision. In this paper, therefore, we propose an intelligent ATCIS using a national defense ontology. To this end, we built the national defense ontology by analyzing the electronic field manuals and ATCIS database, and then we defined military knowledge for decision making as a form of rule by interviewing several staff officers from different fields. In order to show how to apply the ontology and rules to decision making support for the commanders, we implemented a decision support service to estimate the possibility of enemy's provocation by using semantic web technologies.

A Study on the Effect of the Logistics Service through e-Marketplaces (e-Marketplaces를 통한 물류서비스 성과에 관한 연구)

  • Lee, Gwang-Bae;Kim, Myeong-Su
    • Journal of Korea Port Economic Association
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    • v.21 no.4
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    • pp.239-253
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    • 2005
  • Although logistics service quality is considered an essential strategy for success and survival in today's internet environment, there are still a lot of question: what variables determine the extent of logistics service effect, how difficultly do the determinants affecting logistics service effect and how accomplish the decision making in the implementation of inter-organization information system. The purpose of this study is to examine a model to utilize the application and effect of logistics service through e-marketplaces. The results of empirical analysis are mentioned as follows; First, among the interorganization information system factors, four variables(top management support in organization characters, competitive degree in environment characters, relative advantage and information efficiency in innovation characters) have been shown to be primary determinant of the effect of logistics service quality. Second, the type of independent variable used results in a significant difference in the effect of logistics service quality. Third, Korean firms have to pursue the corporate strategy focused on logistics service quality.

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STATISTICAL MODELLING USING DATA MINING TOOLS IN MERGERS AND ACQUISITION WITH REGARDS TO MANUFACTURE & SERVICE SECTOR

  • KALAIVANI, S.;SIVAKUMAR, K.;VIJAYARANGAM, J.
    • Journal of applied mathematics & informatics
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    • v.40 no.3_4
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    • pp.563-575
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    • 2022
  • Many organizations seek statistical modelling facilitated by data analytics technologies for determining the prediction models associated with M&A (Merger and Acquisition). By combining these data analytics tool alongside with data collection approaches aids organizations towards M&A decision making, followed by achieving profitable insights as well. It promotes for better visibility, overall improvements and effective negotiation strategies for post-M&A integration. This paper explores on the impact of pre and post integration of M&A in a standard organizational setting via devising a suitable statistical model via employing techniques such as Naïve Bayes, K-nearest neighbour (KNN), and Decision Tree & Support Vector Machine (SVM).

Internet-based Procurement Process for Marine Service (해운대리점의 인터넷 구매/조달 프로세스 구축)

  • 서준용;고재문;고형일
    • The Journal of Information Systems
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    • v.10 no.1
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    • pp.51-72
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    • 2001
  • E-commerce has not only brought about a great change in the way we exchange goods and services but also revolutionized the way we handle business transactions. In addition, it has a significant influence upon the present business structure, and most of firms in service industry as well as manufacturing are considering adopting E-commerce in a serious manner. Most vessels purchase merchandises through a number of shipping agents. As the amount of harbor materials increase, the number of vessels and their navigation frequency also increase. As a result, the amount of procurement for ships has increased. Traditional means such as telephone and fax to handle ever-increasing harbor transaction, however, has proved to be very time-consuming and cost ineffective. Therefore, people are starting to look for more effective ways. In this paper, an internet-based scheme of B2B transaction is proposed to handle procurement problem between shipping agency and shipping company, and between vessel and suppliers as a more effective approach to streamline such problems. We extract problems of shipping agency through task-analysis and present a scheme that performs decision making and procurement as a system agent with brokering structure. Purchaser and supplier are offered material information rapidly and task loads are minimized by the scheme. Also, the system can support decision making of purchasing goods, and information is shared among purchaser, supplier and system through the system interface.

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A Study on a Decision Making Model of Prioritization of Supporting Policies for Regional Strategic Industries in Chung-nam (충남지역 전략산업 지원사업의 투자우선순위 결정모형에 관한 연구)

  • Lee, Bo-Hyung;Kyung, Jong-Soo;Suh, Sang-Hyuk
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.9
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    • pp.3196-3203
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    • 2010
  • The regional strategic industry support has been increasingly developed due to the change of environmental and political conditions for the last 10 years. As the paradigm changed from the central government-sponsored system to regional government-sponsored system, the policy has been diversified into various support systems such as regional strategic industry, specialized industry, supporting technology, supporting business, etc. It is crucial to establish the overall development plans and project strategies for the regional industry in terms of effectiveness and efficiency which will generate an integrated strategic frame to adjust overlapped supporting policies and offer a consumer-oriented service. Not only does the study focus on performance-based outcome regarding to a regional business (supporting policy) portfolio, but it also analyzes and proves an empirical decision-making model to draw out the priority and relative importance according to the regional strategic industry and support cases by analyzing the case of Chungnam area's strategic industry support in 2009. Following a priority list of 20 support cases selected from this research model by the Analytic Hierarchy Process (AHP), the result shows that the diverse support plans are needed according to the different strategic industries or the size of enterprise due to the fact that priority of project type varies upon the characteristics of strategic industry. Thus, the support project needs to generate various strategic industries and develop differentiated support policy to consolidate competitiveness of regional enterprises and revitalize the regional economy.

Blockchain E-voting System and Governance: The Case of Korean National Pension Service (블록체인 기술을 활용한 전자투표시스템과 지배구조: 국민연금 사례를 중심으로)

  • Chung, Hae Jin
    • The Journal of Society for e-Business Studies
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    • v.24 no.4
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    • pp.1-16
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    • 2019
  • Blockchain technology prevents tampering of central authorities that manage voting process, enhancing trust in the vote results. This technology enables citizens to participate more directly in the areas where delegation was inevitable due to the difficulties in polling fair and trustworthy public opinions. There are many projects around the world proposing to implement voting system for public decision making using blockchain technology. The blockchain voting system is expected to work as a transparent and fair channel for polling public opinions, which will transform the public decision-making process and governance. Korean National Pension Service (NPS) recently introduced stewardship code to better represent the interest of beneficiaries. However, because of the mistrust in governance of NPS, introduction of stewardship code is facing criticism for potential misuse of their voting rights against the interest of beneficiaries and for government's interference with corporate management. This study proposes a voting system applying blockchain technology for polling the opinions of National Pension Fund's beneficiaries to support public decision-making, and discusses social and institutional conditions for implementation of the proposed system.

소비자의 판매자 선택을 위한 게임 모델

  • No, Sang-Gyu;An, Jeong-Nam
    • Proceedings of the Korea Association of Information Systems Conference
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    • 2005.12a
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    • pp.326-333
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    • 2005
  • The purpose of this paper is to provide a decision support method to a rational buyer, who wants to pay the least price for the product with the highest quality and service. We suggest a minimum efficiency game model and DEA game model to valuate many vendors whose qualifies of outputs are measured by percentage. Our results gave a decision maker (buyer) the upper bound and lower bound of the true efficiency score of a decision making unit (vendor) with respect to the benchmark (target) set by the buyer. As a result, a buyer can choose the best vendor in terms of his/her preference.

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