• Title/Summary/Keyword: Model-Based Decision Support Systems

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A Study on the Development of Model-based Web DSS (모델기반 웹 의사결정지원시스템 개발에 관한 연구)

  • 박동진;황인극;김용진
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2000.11a
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    • pp.781-786
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    • 2000
  • 의사결정지원시스템(DSS: Decision Support System)은 비ㆍ반구조적 문제의 해결에 있어서, 의사결정의 각 단계 혹은 전과정에 걸쳐 의사결정자를 지원함으로써 의사결정의 효과성을 증대시킬 수 있도록 설계된 컴퓨터 기반 시스템이다(Scott Morton, M. S., 1971). 지금까지 많은 의사결정지원시스템이 제조생산, 금융, 비즈니스 등 다양한 분야에 적용되어 왔으며, 개인 및 집단의 의사결정의 효율성 및 효과성 제고에 많은 기여를 하였다(Holsapple and Whinston, 1996).(중략)

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A Study on a Model of University Information Systems for e-Business Era (e-비즈니스 시대의 대학정보시스템 구축 모델에 관한 연구: K 대학교 사례를 중심으로)

  • Kwon Moon Taek
    • Journal of Information Technology Applications and Management
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    • v.11 no.4
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    • pp.133-145
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    • 2004
  • The two main purposes of this paper are to 1) investigate critical components of university information systems for information resources management, 2) develop a comprehensive framework model of university information systems for e-Business Era. Through a literature review and by employing group decision making techniques with managers of K University, critical components for developing university information systems were identified. The critical components of university information systems are 1) academic affaires. 2) general administration. (3) research administration. (4) information services. (5) management support, (6) cyber education. (7) knowledge management, (8) e-library. (9) mobile service. and (10) IT infrastructures. In the second stage. by employing IT experts in K University and other institutes. a comprehensive framework of university information systems for e-Business era was developed. The comprehensive framework shows that major components for university information resources management are (1) information infrastructure. (2) common operating environments. (3) applications/information services. The results of this study expect to help managers. who are in charge of university information systems. plan to develop information systems based on the framework proposed in this paper.

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The Acceptance Intention of Online Start-up Education Systems for Start-up Process (창업 프로세스를 지원하는 온라인 창업 교육 시스템 수용 의도 연구)

  • Kang, Soyoung;Moon, Hyun Sil;Kim, Jae Kyeong;Choi, Bhang Gil
    • Journal of Information Technology Services
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    • v.17 no.4
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    • pp.119-137
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    • 2018
  • Recently, the start-up firms have been under the spotlight because they can create many jobs and are regarded as the growth engine of a country in the fourth industrial revolution. Moreover, after the global financial debacle, many countries emphasize on an entrepreneurial spirit and venture firms. they also pay attention to the importance of educations to promote the start-up firms. In this work, based on technology acceptance model, we try to identify the main factors of accepting online start-up education system. We first defined this system as the online start-up education system which refers to a system to support learning for knowledge, experiences and overall process of start-up firms' tasks. This system also simulates tasks related with prep-entrepreneur so that can be regarded as a kind of decision support systems. As this system has some characteristics, we confirmed some factors of extended technology acceptance model. In our experiments, we find that the perceived ease of use and trust are main factors of acceptance for the online start-up education systems. These results mean that the system should be made to be easy and trustful for their users. Therefore, we expect that this work will be helpful to researchers and developers who consider start-up education systems and provide a way to activate founding start-up firms.

Development of managerial decision-making support technology model for supporting knowledge intensive consulting process (지식집약형 컨설팅프로세스 지원을 위한 경영의사결정지원 기술모델 개발연구)

  • Kim, Yong Jin;Jin, Seung Hye
    • Journal of Digital Convergence
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    • v.11 no.4
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    • pp.251-258
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    • 2013
  • Recently companies are confronted with a much more sophisticated business environment than before and at the same time have to be able to adapt to rapid changes. Accordingly, the need for selecting among alternatives and managing systematic decision-making has been steadily increasing to respond to a more diverse customer needs and keep up with the fierce competition. In this study, we propose a framework that consist of problem solving procedures and techniques and knowledge structure built on processes to support strategic decision making. and discuss how to utilize simulation tools as the knowledge-based problem solving tools. In addition we discuss how to build and advance the knowledge structure to implement the proposed architecture. Management decision support systems architecture consist of three key factors. The first is Problem Solving Approach which is used as reference. The second is knowledge structure on business processes that includes standard and reference business processes. The third is simulators that are able to generate and analyze alternatives using problem solving techniques and knowledge base. In sum, the proposed framework of decision-making support systems facilitates knowledge-intensive consulting processes to promote the development and application of consulting knowledge and techniques and increase the efficiency of consulting firms and industry.

Design and Implementation of Product Searching System on Internet using the Association Mining and Customer's Preference (연관 마이닝과 고객 선호도 기반의 인터넷 상품 검색 시스템 설계 및 구현)

  • Hwang, Hyun-Suk;Eh, Youn-Yang
    • Asia pacific journal of information systems
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    • v.12 no.1
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    • pp.1-16
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    • 2002
  • Most of searching systems used by shopping-mall provide too much information for user requirements or fail to provide appropriate items reflecting customer's preference. This paper aims to design and implement the product searching systems based on customer preference which will enable efficient product selection in the internet shopping-mall. The proposed system consists of user/provider interface, searching and model agent, data management system, and model management system. Especially, we construct the searching pattern database to support fast search using association mining method. And this system includes the customer-oriented decision model which shows the highly preferred products. Input weight value per attribute and preference level should be needed to compute priority grade of preference.

An Optimal Supplier Selection Model with a Sensitivity Analysis in the Online Shopping Environment (온라인 쇼핑환경에서 민감도분석을 이용한 최적공급자선정모형)

  • 장용식
    • Journal of Intelligence and Information Systems
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    • v.10 no.1
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    • pp.13-25
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    • 2004
  • In the online shopping environment, consumers suffer from the process of selecting an optimal supplier. Although comparison shopping agent-based web sites and consumers' online community sites support the selection process, they have limitations when considering diverse and dynamic purchase conditions as a whole, which is the cause of additional consumer effort for optimal supplier selection. This study provides a decision support model with a sensitivity analysis for selecting an optimal supplier considering purchase conditions as a whole. It screens suppliers with filtering factors and provides optimal suppliers through a sensitivity analysis from a Quadratic Programming model. We implemented a prototype system and showed that it could be an effective decision support system for selecting the optimal supplier in the online shopping environment.

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Study on Enterprise Resources Planning by Activity Based Management Method (활동기준 경영기법에 의한 전사적 자원관리에 관한 연구)

  • Lee Jang-Hyung
    • Management & Information Systems Review
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    • v.2
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    • pp.209-235
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    • 1998
  • Traditional cost system is distorted due to the using unit-based measure. It is being criticized that it do a poor job of attributing the expenses of support resources to the production and sales of individual product. Activity Based Cost System expend the range of second-stage cost assignment drivers beyond the traditional measures of labor and machine times, units produced, and material quantities to allow for drivers that measure the amount of batch-level, product-sustaining, and facility-sustaining activities performed. It is a resources consumption model of organization, not just a more complex cost accounting of cost allocation system. This paper proposes a enterprise resource planning by activity based management. To effective performance system for company that want to be setting competitive levels, the information systems must support a fast moving, rapidly changing. Activity based management is a process of accumulating and tracing cost and performance da to a firm's activities and providing feedback of actual results against the planned cost to initiate corrective action where required. Therefore this system provides a highly powerful decision-making tool. To construct this system, we need Enterprise Resource Planning System. Since ERP is designed around the idea that rapid change and a degree of unhandled change is normal, it allows driving the customer's rapidly needs much deeper through the business cycle.

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A Decision Support System for Machining Shop Control (가공 Shop의 제어를 위한 의사결정지원 시스템)

  • Park, Hong-Seok;Seo, Yoon-Ho
    • IE interfaces
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    • v.13 no.1
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    • pp.92-99
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    • 2000
  • Conflicts and interruptions caused by resource failures and rush orders require a nonlinear dynamic production management. Generally the PP&C systems used in industry presently do not meet these requirements because of their rigid concepts. Starting with the grasp of the disadvantages of current approaches, this paper presents a control structure that enables system to react to various malfunctions using a planning tolerance concept. Also, production processes are modeled by using Fuzzy-Petri-Net modeling tool in other to handle the complexity of job allocation and the existence of many disparities. On the basis of this model the developed system support the short-term shop control by rule based decision.

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A Pilot Study on the Development of an Augmented Reality-based Decision Support System for Free-Form Buildings Construction Management (증강현실 기반의 비정형 건축물 건설관리 의사결정지원시스템 개발에 관한 기초적 연구)

  • Lim, Jang-Sik;Ock, Jong-Ho
    • Korean Journal of Computational Design and Engineering
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    • v.17 no.3
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    • pp.175-187
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    • 2012
  • The BIM simulation systems involve inefficient aspects in delivering real world circumstances because they are operated in the virtual reality (VR) environment without representing the job-site operations. Differently from VR, augmented reality (AR) enhances the reflection of job-site reality to virtual environment. AR influences architecture, design and construction. This reality replaces or merges with the normal physical world and it can be tailored to enhance comprehension for specific design and construction activities. The main objective of this research is to develop an AR-based decision support system for free-form buildings design/construction/maintenance processes. Haewoojae, a free-form housing building built in Seoul area is identified as a model building to generate the system. Seventeen engineers, who are masters or doctorate graduate students at the S university in Seoul and have been working in the Korean construction industry for more than 10 years are invited to validate the system's appropriateness and usability in comparison with its development objectives.

Climate Resilience Assessment of Agricultural Water System Using System Dynamics Model (시스템다이내믹스 모델을 이용한 농업용수 시스템의 기후 복원력 평가)

  • Choi, Eunhyuk
    • Journal of The Korean Society of Agricultural Engineers
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    • v.63 no.4
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    • pp.65-86
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    • 2021
  • This study aims at testing a hypothesis that the resilience of agricultural water systems is characterized by trade-offs and synergies of effects from climate and socioeconomic change. To achieve this, an Agricultural Water System Climate Resilience Assessment (ACRA) framework is established to evaluate comprehensive resilience of an agricultural water system to the combined impacts of the climate and socioeconomic changes with a case study in South Korea. Understanding dynamic behaviors of the agricultural water systems under climate and socioeconomic drivers is not straightforward because the system structure includes complex interactions with multiple feedbacks across components in water and agriculture sectors and climate and socioeconomic factors, which has not been well addressed in the existing decision support models. No consideration of the complex interactions with feedbacks in a decision making process may lead to counterintuitive and untoward evaluation of the coupled impacts of the climate and socioeconomic changes on the system performance. In this regard, the ACRA framework employs a System Dynamics (SD) approach that has been widely used to understand dynamics of the complex systems with the feedback interactions. In the ACRA framework applied to the case study in South Korea, the SD model works along with HOMWRS simulation. The ACRA framework will help to explore resilience-based strategies with infrastructure investment and management options for agricultural water systems.