• Asia pacific journal of information systems
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• 제11권3호
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• pp.149-164
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• 2001

In this paper, an adaptive workflow management system, called K-WFMS, is proposed. The K-WFMS integrates database system and knowledge-based system to automate business processes that are executed with complex and various business rules such as task scheduling, role resolution, and exception handling rules. The K-WFMS is adaptable in the sense that it allows its users to change workflow schema in the course of workflow execution as well as it provides rule-based modeling constructs to handle predictable exceptions during workflow modeling. The overall architecture and implementation of K-WFMS are explained, and the change propagation mechanism to maintain validity of workflow model is suggested.

• 한국지능시스템학회논문지
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• 제11권3호
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• pp.231-240
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• 2001

Conventional expert systems has been criticized due to its lack of capability to adapt to the changing decision-making environments. In literature, many methods have been proposed to make expert systems more environment-adaptive by incorporating fuzzy logic and neural networks. The objective of this paper is to propose a new approach to building a self-evolving expert system inference mechanism by integrating fuzzy neural network and fuzzy rule extraction technique. The main recipe of our proposed approach is to fuzzify the training data, train them by a fuzzy neural network, extract a set of fuzzy rules from the trained network, organize a knowledge base, and refine the fuzzy rules by applying a pruning algorithm when the decision-making environments are detected to be changed significantly. To prove the validity, we tested our proposed self-evolving expert systems inference mechanism by using the bankruptcy data, and compared its results with the conventional neural network. Non-parametric statistical analysis of the experimental results showed that our proposed approach is valid significantly.

• 한국정보통신학회:학술대회논문집
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• 한국해양정보통신학회 2009년도 춘계학술대회
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• pp.441-445
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• 2009

본 논문에서는 Self-Programmable Cellular Automata(SPCA)를 기반으로 하여 최대주기수열을 생성하는 방법을 제안한다. 최근 긴 주기의 수열을 생성하기 위해서 CA의 차원을 증가시키거나, 상태전이 단계마다 각 셀의 전이규칙을 바꾸는 PCA를 사용하여 왔다. 본 논문에서는 셀의 전이 규칙에 역동성을 부여하기 위하여 각 셀의 상태전이 규칙을 각 시간 단계마다 바꿈으로써 더 긴 주기의 수열을 생성하고 생성된 수열의 랜덤성을 높이고자 한다.

• 자동차안전학회지
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• 제13권3호
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• pp.95-101
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• 2021

The Korea's safety standards for vehicle have been strengthened to reduce casualties from traffic accidents since 1962. The standards have a rather complicated structure. The safety standards are composed of the main text and asterisks, and the safety standard implementation rules are composed of the main text, asterisks and appendices, and items of the same name are stipulated in other chapters within the safety standards. This study is to suggest improvement measures such as simplifying the structure of these safety standards and integrating safety standard items with the same name. Through this, users' understanding of the standards will be improved, and it is expected that the system will be more efficient such as securing safety quickly through harmonization with international standards following the development of rapidly changing new technologies such as automated vehicles.

• 보건행정학회지
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• 제31권2호
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• pp.145-147
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• 2021

The ethical environment in academic research is rapidly changing at a global level. Further, social expectations and public interest toward research ethics are also escalating in Korea. Understanding and applying ethical issues in academic research has become increasingly important. To conform to such changes in the ethical environment, the official journal of the Korean Academy of Health Policy and Management has been consistently establishing and modifying rules and principles regarding research ethics. For instance, we amended the submission guidelines to further address the policies for gendered innovations. For this editorial of the current issue, we would like to organize and share several ethical concerns, which recently gained considerable attention. We hope this review provides scholars with practical guidelines to comprehend and incorporate critical ethical issues into academic research.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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• pp.134-134
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• 2000

A switching control using multiple gains in the fuzzy rule is newly proposed for an abruptly changing hydraulic servo system. The proposed scheme employs fuzzy PID control, where modified input parameters are used, and LVQNN(Learning Vector Quantization Neural Network) as a switching controller (supervisor). Simulation and experimental studies have been carried out to validate and illustrate the proposed controller.

• 제어로봇시스템학회논문지
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• 제15권5호
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• pp.525-529
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• 2009

Most of FLC received input data from error e and change-of-error e' with no relation with system complexity. Basic scheme follows typical PD and PI or PID Controller and that has been developed through fixed ME In this paper, We studied the relationship between MF and system response and system response through changing Fuzzy variable of consequence MF and propose the simple FLC using this relationship. The response of FLC is changed according to the width of Fuzzy variable of consequence MF. As changing the Fuzzy variable of consequence MF shows various nonlinear characteristic, we studied the relation between response and MF using analytical method. We designed the effective FLC using three-variable MF and nine rules and took simulation for verification. In this study, we propose the method to design system with FLC in stability point which is an impotent characteristic of designing system. The circle criterion which is adapted to analysis the nonlinear system is put to use for proposed method. Since SISO FLC has a time-invariant and odd characteristic we can use the critical point not disk which is generally used to determine the stability in the circle criterion, to determine the stability. Using this, we can get the maximum critical point plot of SISO FLC with changing the consequence fuzzy variables. The predetermined critical point plot of FLC can be used to decide the region of the system to be stable. This method is effectively used to design the SISO FLC.

• 한국통신학회논문지
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• 제25권8A호
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• pp.1085-1095
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• 2000

이 논문에서는 시스템의 라우팅 구성 장애를 진단하고 복구하기 위한 규칙과 알고리즘을 제시하고 이를 이용하여 피관리 시스템에서 발생한 라우팅 구성장애를 자동으로 관리할수 있는 시스템을 JAVA를 이용하여 설계하고 구현하였다. 라우팅 구성장애 관리를 위하여 네트워크 구성 관리 생성 규칙 라우팅 구성장애 진단 생성규칙 라우팅 구성 장애 복구 생성규칙을 제안하였으며 후향 추론 알고리즘을 기반으로 이런 생성규칙간의 상호 연동을 위하여 메타 규칙을 적용하여 시스템을 구현하였다 구현한 시스템을 시나리오에 기반하여 규칙 Blackboard 목표의 변화과정을 보여줌으로써 실험결과를 제시하였다. 이 논문에서는 이질적으로 급변하는 네트워크 환경에 능동적으로 대처할수 있는 시스템 구현을 통해서 시스템의 라우팅 구성장애 관리에 드는 비용과 시간을 줄이고 시스템의 네트워크 구성 장애 관리를 위한 방법론을 제시하고자 한다.

• 산업경영시스템학회지
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• 제38권3호
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• pp.78-86
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• 2015

Up-to-date business environment for manufacturers is very complex and rapidly changing. In other words, companies are facing a variety of changes, such as diversifying customer requirements, shortening product life cycles, and switching to small quantity batch production. In this situation, the companies are introducing the concept of JIT (just-in-time) to solve the problem of on-time production and on-time delivery for survival. Though many companies have introduced ERP (enterprise resource planning) systems and MRP (material requirement planning) systems, the performance of these systems seems to fall short of expectations. In this paper, the case study on introducing an APS (advanced planning and scheduling) system based on dispatching rules to a machining company and on finding a method to establish an efficient production schedule is presented. The case company has trouble creating an effective production plan and schedule, even though it is equipped with an MRP-based ERP system. The APS system is applied to CNC (computer numerical control) machines, which are key machines of the case company. The overall progress of this research is as follows. First, we collect and analyze the master data on individual products and processes of the case company in order to build a production scheduling model. Second, we perform a pre-allocation simulation based on dispatching rules in order to calculate the priority of each order. Third, we perform a set of production simulations applying the priority value in order to evaluate production lead time and tardiness of pre-defined dispatching rules. Finally, we select the optimal dispatching rule suitable for work situation of the case company. As a result, an improved production schedule leads to an increase in production and reduced production lead time.

• 한국정보처리학회논문지
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• 제5권3호
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• pp.851-861
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• 1998

한국어는 음운 변동 현상이 매우 발달되어 있다는 특징을 갖고 있다. 따라서, 음성 인식율의 제고와 음성 합성음의 자연스러움을 향상시키기 위해서는 음운 변동 현상을 비롯한 한국어의 모든 특징에 대한 체계적인 연구가 있어야 한다. 본 논문은 한국어의 제 특징 중에서 음운 변동 현상을 효율적으로 처리할 수 있는 규칙을 설계하고 구현함으로써, 한국어 음성 인식과 합성에 효율적으로 이용될 수 있음을 보인다. 음운 변동 규칙의 설계를 위하여 사용된 규정은 한글 맞춤법 통일안의 표준 발음법(7장 30항)이며, 일차적으로 각 규정별로 설계된 규칙을 최종적으로 27개 그룹으로 정리된 종성별 규칙을 제시하였다. 본 연구에서 제안된 음운 변동 처리 시스템은 한번의 규칙 적용으로 음운 변도 dgus상이 신속히 처리되는 잇점이 있으며, 단어 및 용언의 어간에 접속되는 정보에 대한 처리 내용까지도 제안된 규칙내에 수용하였기 때문에 문장 단위의 음성 인식과 합성 시스템의 연구에 도움을 줄 수 있다.