• Title/Summary/Keyword: Decision making support tool

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Multi-family Housing Complex Breakdown Structure for Decision Making on Rehabilitation (노후 공동주택 개선여부 의사결정을 위한 공동주택 분류체계 개발)

  • Hong, Tae-Hoon;Kim, Hyun-Joong;Koo, Choong-Wan;Park, Sung-Ki
    • Korean Journal of Construction Engineering and Management
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    • v.12 no.6
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    • pp.101-109
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    • 2011
  • As climate change is becoming the main issue, various efforts are focused on saving building energy consumption both at home and abroad. In particular, it is very important to save energy by maintenance, repair and rehabilitation of existing multi-family housing complex, because energy consumption in residential buildings is not only forming a great part of gross energy consumption in Korea but the number of deteriorated complexes is also sharply increasing. However, energy saving is not considered as a main factor in decision making on rehabilitation project. Also, any supporting tool is not appropriately prepared in existing process. As the first step for development of decision support system on rehabilitation, this paper developed a breakdown structure, which makes clusters of multi-family housing complexes. Decision tree, one of data mining methods, was used to make clusters based on the characteristics and energy consumption data of multi-family housing complexes. Energy saving and CO2 reduction will be maximized by considering energy consumption during rehabilitation process of multi-family housing complex, based on these results and following research.

Robust Parameter Design via Taguchi's Approach and Neural Network

  • Tsai, Jeh-Hsin;Lu, Iuan-Yuan
    • International Journal of Quality Innovation
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    • v.6 no.1
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    • pp.109-118
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    • 2005
  • The parameter design is the most emphasized measure by researchers for a new products development. It is critical for makers to achieve simultaneously in both the time-to-market production and the quality enhancement. However, there are difficulties in practical application, such as (1) complexity and nonlinear relationships co-existed among the system's inputs, outputs and control parameters, (2) interactions occurred among parameters, (3) where the adjustment factors of Taguchi's two-phase optimization procedure cannot be sure to exist in practice, and (4) for some reasons, the data became lost or were never available. For these incomplete data, the Taguchi methods cannot treat them well. Neural networks have a learning capability of fault tolerance and model free characteristics. These characteristics support the neural networks as a competitive tool in processing multivariable input-output implementation. The successful fields include diagnostics, robotics, scheduling, decision-making, prediction, etc. This research is a case study of spherical annealing model. In the beginning, an original model is used to pre-fix a model of parameter design. Then neural networks are introduced to achieve another model. Study results showed both of them could perform the highest spherical level of quality.

Comparative Study of Exposure Potential and Toxicity Factors used in Chemical Ranking and Scoring System (화학물질 우선순위선정 시스템에서 고려되는 노출.독성인자 비교연구)

  • An, Youn-Joo;Jeong, Seung-Woo;Kim, Min-Jin;Yang, Chang-Yong
    • Environmental Analysis Health and Toxicology
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    • v.24 no.2
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    • pp.95-105
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    • 2009
  • Chemical Ranking and Scoring (CRS) system is a useful tool to screen priority chemicals of large body of substances. The relative ranking of chemicals based on CRS system has served as a decision-making support tools. Exposure potential and toxicity are significant parameters in CRS system, and there are differences in evaluating those parameters in each CRS system. In this study, the parameters of exposure potential, human toxicity, and ecotoxicity were extensively compared. In addition the scoring methods in each parameter were analyzed. The CRS systems considered in this study include the CHEMS-1 (Chemical Hazard Evaluation for Management Strategies), SCRAM (Scoring and Ranking Assessment Model), EURAM (European Union Risk Ranking Method), ARET (Accelerated Reduction/Elimination of Toxics), and CRS-Korea. An comparative analysis of the several CRS systems is presented based on their assessment parameters and scoring methods.

Collaborative Process to Facilitate BIM-based Clash Detection Tasks for Enhancing Constructability

  • Seo, Jung-Ho;Lee, Baek-Rae;Kim, Ju-Hyung;Kim, Jae-Jun
    • Journal of the Korea Institute of Building Construction
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    • v.12 no.3
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    • pp.299-314
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    • 2012
  • One of reasons for introducing Building Information Modeling (BIM) is to support clash detection tasks by means of a 3D product model. In the conventional construction project process, clashes have been found during construction phase. However, it can cause cost overrun and time delay. In order to investigate and correct clash detections at design phase, relevant business process and guide for this task should be provided. This study aims to identify hindrances in clash detection tasks at the design phase and analyze its current process using IDEF0 model. Despite the convenience of IDEF0 as a systems analysis tool, professional participants might have difficulties to understand their own tasks according to business process. For this reason, in this research, Business Process Model and Notation (BPMN) is introduced to provide ideal process and required decision making governance. The provide BPMN model will provide insights for a BIM-based collaborative environment to enhance the constructability through the construction project.

The Practice of Accounting Information Systems in Korea : The State of Art (우리나라 회계정보시스템의 현황 및 개선방안)

  • Han, In-Gu;Jeon, Yeong-Seung;Kim, Eun-Hong
    • Asia pacific journal of information systems
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    • v.3 no.2
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    • pp.93-116
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    • 1993
  • This study surveys 212 accounting information systems (AIS) of 85 manufacturing firms by using the research model based on the management process of AIS to figure out the current status and problems of the computing environment and AIS of Korean firms. The analysis of the current status leads to the suggestions to promote the utilization and efficiency of AIS. The level of experiences and education of information system (IS) personnel turns out to be still low. More education is needed to upgrade the IS personnel. AIS users lack in the computer knowledge. The users need more computer education. The analysis on the computerization and information characteristics of the AIS subsystems shows that the computerization is well established in the financial accounting area. On the other hand, the computerization for managerial accounting areas is in its early stage. The managerial accounting systems need be developed to support the managerial decision making effectively. The majority of firms develop the AIS by their own IS teams. When firms use the consulting services in developing AIS, they prefer accounting firms. The majority of firms fail to evaluate the AIS because the evaluation tools are not available. Most firms do not perform the auditing for AIS. It is needed to develop the tool and techniques for evalauation and auditing AIS.

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A Study on Geo-Spatial Information System Database Establishment for Urban Information Analysis -With Emphasis on Water Supply Facilities- (都市情報解析을 위한 地形空間情報體系의 資料基盤部 構築에 關한 硏究 -上水道 施設物管理 中心으로-)

  • Yeu, Bock-Mo;Youn, Kyung-Chul;Choi, Chul-Soon
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.10 no.2
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    • pp.31-36
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    • 1992
  • Geo-Spatial Information Systems(GSIS) are being used in various urban municipalities as a tool in decision making. Efforts are being made to implement geo-spatial information system databases to systematically and effectively carry out planning, management and monitoring in various fields. This study is about the database establishment of geo-spatial information systems. The study was then applied to water supply facilities management, where the functions and data used in water management were identified through system analysis and the geo-spatial database was designed based on this analysis. Also four application programs were developed to support departments which used various maps and drawings.

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Content Analysis of Consumer Information on On-Line Apparel Retailing Sites for Elderly Consumers (노년층 대상 의류 판매 웹사이트에서 제공하는 소비자 정보에 관한 내용 분석 연구)

  • Hong, Kyung-Hee;Choo, Ho-Jung
    • The Research Journal of the Costume Culture
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    • v.14 no.6
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    • pp.971-986
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    • 2006
  • As baby boomer generations become older, these "New-age elderly" have emerged as an important consumer segment for apparel products. These young-minded elderly have positive attitudes to technology and enjoy many of high technology tool in their everyday life, which signals a huge market potential for internet apparel retailing targeting these elderly consumers. Internet apparel businesses are required to provide various consumer information to its consumers to facilitate the decision making process. For elderly consumers, who might have different shopping behaviors from the younger consumer segments, different kinds of information with higher quality would be required. As a preliminary step to develop internet consumer information model for elderly consumers, this study seeks to investigate the current practice of information offerings of internet apparel businesses for elderly consumers. Ten internet sites carrying apparel products for elderly consumers were selected and analyzed their offerings of consumer information by five researchers. This study found that internet apparel businesses targeting elderly consumers were still small-sized and lack of sophisticated technology to support these elderly consumers. Most web sites provided basic product information and service information but not fashion and trend related information. Managerial implications were discussed.

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User Interface Satisfaction of the Air Traffic Control System (항공교통관제시스템에 대한 사용자 인터페이스 만족도 조사)

  • Song, Chang-Sun;Sohn, Young-Woo;Kwon, Hyuk-Jin
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.22 no.4
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    • pp.1-7
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    • 2014
  • The purpose of study is to investigate the current user interface level of air traffic control system with the usability analysis and satisfaction survey questionnaire on user satisfaction. Think aloud protocol is used to identify not only task analysis, but also the level of user-friendliness of the FIMS and ASDE system, and the user interface questionnaires was conducted by QUIS. We collected data from 6 controllers for Think aloud protocol and 15 controllers for QUIS in Incheon airport. The results showed that the system was the valuable tool for ensuring human performance with the support of memory and the facilitation of decision-making tasks. It helps air traffic controllers perform better and minimize errors in a congested time. The human-computer interface system design, however, was not applied, which led to the increase of workload. Air traffic controller participation in software development provided excellent examples for applications in terms of software in FIMS. Based on these results, the study provided that the usability of system interface was necessary to take into account human factors. The development and design of system was discussed in User Interface environment.

XML-based Information Model for Interactive Electronic Technical Manual for Urban Regeneration Project

  • Sunghoon Kang;Hyun-Soo Lee;Moonseo Park;Jin-Wook Jung
    • International conference on construction engineering and project management
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    • 2009.05a
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    • pp.841-846
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    • 2009
  • Recently, the construction industry is getting more complex and sophisticated having the characteristics of a mega project. Mega project pursues a value that can't be gained with an approach of seeing a project as just a simple sum of different parts but a mutual combination. However, the current manuals can't fulfill the needs for supporting, therefore, need a tool to support the decision making and an IETM is expected to take this role. Despite the a lot of expected advantages of IETM, it is still difficult to apply because of the frequent changes of information of detailed process and its complexity. In this research, as part of developing an IETM, we aim to propose a system frame which is based on the analysis of processes of a project. It is basic part of IETM to give information to users and IETM consists of normal mode that offers general information about the urban regeneration project and user-specified mode that gives classified and reorganized information to user. For supporting these functions, IETM should be stored in a form that can classify the information about urban regeneration project and be tagged with meaningful tags. Moreover IETM developers have to consider the interoperability of IETM because it ultimately should be coordinated with overall Project Management System like an iPMIS. We used XML for solution of interoperability because it stores information as just text-file that doesn't need a special form.

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Development and Application of the Butterfly Algorithm Based on Decision Making Tree for Contradiction Problem Solving (모순 문제 해결을 위한 의사결정트리 기반 나비 알고리즘의 개발과 적용)

  • Hyun, Jung Suk;Ko, Ye June;Kim, Yung Gyeol;Jean, Seungjae;Park, Chan Jung
    • The Journal of Korean Association of Computer Education
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    • v.22 no.1
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    • pp.87-98
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    • 2019
  • It is easy to assume that contradictions are logically incorrect or empty sets that have no solvability. This dilemma, which can not be done, is difficult to solve because it has to solve the contradiction hidden in it. Paradoxically, therefore, contradiction resolution has been viewed as an innovative and creative problem-solving. TRIZ, which analyzes the solution of the problem from the perspective of resolving contradictions, has been used for people rather than computers. The Butterfly model, which analyzes the problem from the perspective of solving the contradiction like TRIZ, analyzed the type of contradiction problem using symbolic logic. In order to apply an appropriate concrete solution strategy for a given contradiction problems, we designed the Butterfly algorithm based on decision making tree. We also developed a visualization tool based on Python tkInter to find concrete solution strategies for given contradiction problems. In order to verify the developed tool, the third grade students of middle school learned the Butterfly algorithm, analyzed the contradiction of the wooden support, and won the grand prize at an invention contest in search of a new solution. The Butterfly algorithm developed in this paper systematically reduces the solution space of contradictory problems in the beginning of problem solving and can help solve contradiction problems without trial and errors.