• Title/Summary/Keyword: Case-Based Planning

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A case-based reasoning application to support initial data warehouse modeling (초기 데이타 웨어하우스 모델링을 지원하기 위한 사례기반 추론의 응용)

  • 이재식;전용준
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1996.10a
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    • pp.271-274
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    • 1996
  • Since the primary purpose of information Engineering focuses on transaction or operation processing, various information needs acquired in Information Strategy Planning phase are not properly utilized from the viewpoint of decision support systems development. In this research, we suggest a case-based reasoning application that supports initial Data Warehouse Modeling by expanding the activities in Information Strategy Planning.

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A STUDY ON THE DEVELOPMENT OF A COST MODEL BASED ON THE OWNER'S DECISION MAKING AT THE EARLY STAGES OF A CONSTRUCTION PROJECT

  • Choong-Wan Koo;Sang H. Park;Joon-oh Seo;TaeHoon Hong;ChangTaek Hyun
    • International conference on construction engineering and project management
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    • 2009.05a
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    • pp.676-684
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    • 2009
  • Decision making at the early stages of a construction project has a significant impact on the project, and various scenarios created based on the owner's requirements should be considered for the decision making. At the early stages of a construction project, the information regarding the project is usually limited and uncertain. As such, it is difficult to plan and manage the project (especially cost planning). Thus, in this study, a cost model that could be varied according to the owner's requirements was developed. The cost model that was developed in this study is based on the case-based reasoning (CBR) methodology. The model suggests cost estimation with the most similar historical case as a basis for the estimation. In this study, the optimization process was also conducted, using genetic algorithms that reflect the changes in the number of project characteristics and in the database in the model according to the owner's decision making. Two optimization parameters were established: (1) the minimum criteria for scoring attribute similarity (MCAS); and (2) the range of attribute weights (RAW). The cost model proposed in this study can help building owners and managers estimate the project budget at the business planning stage.

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A Study of the Environmentally Friendly Design Method of Rural Village (환경친화적 농촌마을 계획방법에 관한 연구)

  • Lee, Gwang-Young
    • Journal of the Korean Institute of Rural Architecture
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    • v.4 no.1
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    • pp.99-116
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    • 2002
  • This study is based on the Ecological Design Theories related with the Village and Architectural planning. The purpose of this study is to propose the Rural Village Design Method in consideration of Ecological Environment. To achieve this purpose, Normative Theory Study which means Logical Analysis of Ecological Theories in the new field of Ecological Village and Architecture Design, is done in accordance with the object of this study. This results derived of this study are as follows: 1. Six(6)-Environmentally Friendly Rural Village Planning Elements related with the purpose of this study, are clarified these are Land-use planning, Transfortation planning, Plants and Water, Living-thing Ecological System planning, Energy and resource planning, Village Culture and amenity planning, and Architectural Material planning. 2. Rural Village Design Method in consideration of Ecological Environment is porposed by means of the Normative theroy study analysis and contents analysis related with Ecological Village and Architecture planning which contain Ecological Planning Elements, and case study.

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Risk Based Approach to Business Planning and Management Control -Case Study on London Underground (위험도 기반에 의한 사업계획수립과 경영관리 -런던지하철 사례연구)

  • Jung, Won;Lim, Seung-Soo;Wang, Jong-Bae;Park, Chan-Woo
    • Proceedings of the KSR Conference
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    • 2007.05a
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    • pp.577-583
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    • 2007
  • In railway business plan, operations require a strategic and sustained level of planned investment to ensure assets are fit for purpose over the whole of their planned life. Therefore it is essential that operator can confidently plan and predict capital investment requirements over a number of years. This research addresses that how the London Underground apply a systematic risk based approach to their health and safety planning and investment decision making. Through this case study, we investigate the elements of management system that includes arrangements for the ongoing identification of hazards, assessment of risks and the implementation necessary control measures. Risk based business planning processes are also addressed.

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An Application of Case-Based Reasoning in Forecasting a Successful Implementation of Enterprise Resource Planning Systems : Focus on Small and Medium sized Enterprises Implementing ERP (성공적인 ERP 시스템 구축 예측을 위한 사례기반추론 응용 : ERP 시스템을 구현한 중소기업을 중심으로)

  • Lim Se-Hun
    • Journal of Information Technology Applications and Management
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    • v.13 no.1
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    • pp.77-94
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    • 2006
  • Case-based Reasoning (CBR) is widely used in business and industry prediction. It is suitable to solve complex and unstructured business problems. Recently, the prediction accuracy of CBR has been enhanced by not only various machine learning algorithms such as genetic algorithms, relative weighting of Artificial Neural Network (ANN) input variable but also data mining technique such as feature selection, feature weighting, feature transformation, and instance selection As a result, CBR is even more widely used today in business area. In this study, we investigated the usefulness of the CBR method in forecasting success in implementing ERP systems. We used a CBR method based on the feature weighting technique to compare the performance of three different models : MDA (Multiple Discriminant Analysis), GECBR (GEneral CBR), FWCBR (CBR with Feature Weighting supported by Analytic Hierarchy Process). The study suggests that the FWCBR approach is a promising method for forecasting of successful ERP implementation in Small and Medium sized Enterprises.

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Re-engineering Distribution Using Web-based B2B Technology

  • Kim, Gyeung-min
    • Journal of Distribution Research
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    • v.6 no.1
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    • pp.22-35
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    • 2001
  • The focus of Business Process Re-engineering (BPR) has been extended to inter-business process that cuts across independent companies. Combined with Supply Chain Management (SCM), inter-business process reengineering (IBPR) focuses on synchronization of business activities among trading partners to achieve performance improvements in inventory management and cycle time. This paper reviews the business process reengineering movement from the historical perspective and presents a case of inter-business process reengineering using the latest internet-based Business-to- Business (B2B) technology based on Collaborative Planning, Forecasting, and Replenishment (CPFR). The case demonstrates how CPFR technology reengineers the distribution process between Heineken USA and its distributors. As world's first implementor of web-based collaborative planning system, Heineken USA reduces cycle time from determining the customer need to delivery of the need by 50% and increases sales revenue by 10%. B2B commerce on the internet is predicted to grow from $90 billion in 1999 to $2.0 trillion in 2003. This paper provides the management with the bench-marking case on inter-business process reengineering using B2B e-commerce technology.

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A Study of Implementation to Enterprise Information Strategy Planning based on Information Technology Architecture (정보 기술 아키텍쳐 기반의 기업 정보화 전략 구현을 위한 연구)

  • Kim Tae-Sung
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.28 no.2
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    • pp.69-74
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    • 2005
  • As today's Information Technology (IT) becomes more global and specialized the importance of Information Technology Architecture (ITA). Based on the case study of e-commerce, this paper presents a systematic approach to Information Strategy Planning (ISP) with ITA. To implementation of strategic approach, ITA is developed to establish e-commerce projects. It is believed that the Chief Information Officer (CIO) will be more receptive to results that include ISP and ITA are combined simultaneously.

Review of Land Suitability Classification in Japan and Its Application to Korea (일본의 토지적성구분론과 우리나라의 적용성 고찰)

  • 황한철;최수명
    • Journal of Korean Society of Rural Planning
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    • v.2 no.2
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    • pp.45-56
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    • 1996
  • Land suitability classification(LSC) is an appraisal and grouping(or the process of appraisal anti grouping) of specific tracts(of land) in terms of their relative land suitability for a definEd use, and is one of the land use planning techniques. This paper reviews the selected studies on LSC whose purposes are to especially contribute land use planning in case of Japan, So, this study examines the LSC's application to Korea based on Japanes LSC studies with a view to development of the methods on LSC for rational land use planning in our rural area. The result resolves itself into Table 2. However, it is undesirable to borrow from Japanes LSC studies like that, because of the difference of administrative,geographical,traditional,social and economical conditions. Therefore, it is necessary that the many case studies and examinations should be carried out in order to develop the methods on LSC suitable to Korean actual circumstances.

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Application of Augmented Reality based Urban Planning Support System for Effective District Unit Planning (효율적 지구단위계획 수립을 위한 증강현실 기반 도시계획지원시스템 적용 연구)

  • Jeon, Byeong-Kuk;Kim, Chul-Joo;Kim, Chang-Seok;So, Jin-Kwang
    • Spatial Information Research
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    • v.20 no.2
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    • pp.105-115
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    • 2012
  • This paper is aimed at offering preliminary data that improve the effectiveness of district unit planning, which has adopted to make comfortable environment of national land, to prevent urban sprawl rural area and to perform systematic maintenance of the existing urban area, by case study analysis about the applied possibility of GIS-based augmented reality. To do this, we developed the augmented reality based urban planning support system and checked the parts that can be applied of augmented reality techniques in the process of district units planning. And we analysed about merits and demerits of augmented reality techniques through comparative analysis, which is about form, arrangement, use, and height of building, building coverage ratio, floor area ratio and landscape planning in the case study area, the Yeosu district(located in Seongnam).

Production planning in fish farm (어류양식장 생산계획에 관한 연구)

  • EH, Youn-Yang
    • The Journal of Fisheries Business Administration
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    • v.46 no.3
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    • pp.129-141
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    • 2015
  • Because land based aquaculture is restricted by high investment per rearing volume and control cost, good management planning is important in Land-based aquaculture system case. In this paper master production planning was made to decide the number of rearing, production schedule and efficient allocation of water resources considering biological and economic condition. The purpose of this article is to build the mathematical decision making model that finds the value of decision variable to maximize profit under the constraints. Stocking and harvesting decisions that are made by master production planning are affected by the price system, feed cost, labour cost, power cost and investment cost. To solve the proposed mathematical model, heuristic search algorithm is proposed. The model Input variables are (1) the fish price (2) the fish growth rate (3) critical standing corp (4) labour cost (5) power cost (6) feed coefficient (7) fixed cost. The model outputs are (1) number of rearing fish (2) sales price (3) efficient allocation of water pool.