• Title/Summary/Keyword: IS프로세스

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Process Management Environment for Process Improvement (프로세스 개선을 위한 프로세스 관리 환경)

  • Kim, Jeong-Ah;Choi, Seung-Yong
    • The KIPS Transactions:PartD
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    • v.14D no.1 s.111
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    • pp.45-56
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    • 2007
  • As the knowledge-based society has been constructed, the size of work process that has to be done grows bigger and the amount of the information that has to be analyzed increases. So each company is trying to construct more conformable process models in business model. This study helps to understand the interaction between Process data and structure which are collected on the profess by appling six Sigma as a process improving methodology. On Six Sigma, businesses tn practice Best Practice Process with the view of Value Chain To measure data for the process performing action, introducing Schedule management method makes it possible to collect and reflect accurate data of workers' ability. By this method, efficiency in production will be improved because workers we able to perform the process correctly and preliminary management for defects.

A Process Tailoring Method Based on Artificial Neural Network (인공신경망 기반의 소프트웨어 개발 프로세스 테일러링 기법)

  • Park, Soo-Jin;Na, Ho-Young;Park, Soo-Yong
    • Journal of KIISE:Software and Applications
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    • v.33 no.2
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    • pp.201-219
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    • 2006
  • The key to developing software with the lowest cost and highest quality is to implement or fit the software development process into a given environment. Generally, applying commercial or standard software development processes on a specific project can cause too much overhead if there is no effort to customize the given generic processes. Even though the customizing activities are done before starting the project, these activities are thoroughly dependent on the process engineers who have abundant experience and knowledge with tailoring processes. Owing to this dependence on human knowledge, it has been very difficult to explain the rationale for the results of process tailoring and it takes a long time to get the customized process that is applicable. Hence, we suggest a process tailoring method which adopts the artificial neural network based teaming theory to reduce the time consumed by process tailoring. Furthermore, we suggest the feedback loop mechanism to get higher accuracy in the neural network designed for the process tailoring. It can be done by reusing the process tailoring data results and determining its appropriateness level as sample data to the neural network. We proved the effectiveness of our process tailoring method through case studies using real historical data, which yielded abundant process tailoring results as sample data.

An Approach to integrate the E-Commerce Processes (전자상거래 프로세스 통합)

  • Choi, Se-Ill
    • The Journal of the Korea institute of electronic communication sciences
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    • v.4 no.4
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    • pp.259-264
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    • 2009
  • E-Commerce system now is advancing toward providing integrated trade process supports. This paper proposes an approach to integrate various trade processes and discusses the validity of the approach. Process propagation issues, which is critical in process integration, has not been treated in this paper.

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Design of Bio-Information Process based on Digital Composite Sensing (디지털 복합센싱 생체정보 프로세스 설계)

  • Lee, Tae-Gyu;Shin, Seong-Yoon;Lee, Hyun-Chang
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.05a
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    • pp.507-510
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    • 2014
  • The initial process configuration of biometric information system is performed by the same sequences statically and consistently without changing after the system is running. However, this static process configuration appears an inefficient performance to the applications of the mobile biometric information system in the mobile computing environment. This work proposes the dynamic process design and execution method as a way to overcome these inefficient processes.

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Improvement of Datawarehouse Development Process by Applying the Configuration Management of CMMI (CMMI의 형상관리를 적용한 데이터웨어하우스 개발 프로세스의 개선)

  • Park Jong-Mo;Cho Kyung-San
    • The KIPS Transactions:PartD
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    • v.13D no.4 s.107
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    • pp.625-632
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    • 2006
  • A Datawarehouse, which extracts and saves the massive analysis data from the operating servers, is a decision support tool in which data quality and processing time are very important. Thus, it is necessary to standardize and improve datawarehouse development process in order to stabilize data quality and improve the productivity. We propose a novel improved process for datawarehouse development by applying the configuration management of CMMI (Capability Maturity Model Integration) which has become a major force in software development process improvement. In addition, we specify some matrices for evaluating datawarehouse development process. Through the comparison analysis with other existing processes, we show that our proposal is more efficient in cost and productivity as well as improves data quality and reusability.

Design of Conceptual Software Process Database, Using Ontology (온톨로지를 이용한 개념형 소프트웨어 프로세스 데이터베이스 설계 및 구현)

  • Lee, Jun-Ha;Park, Young-Beom
    • The KIPS Transactions:PartD
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    • v.14D no.2
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    • pp.203-210
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    • 2007
  • Ontology can be used as a formal and demonstrative knowledgebase that can express the thinking process of human. Software Development Process is a collection of ideal practices and procedural system that is performed by mature organization with high capability. Due to complexity of process, however, Software development Process often results in obstruction of introducing and improving simple process activity. While introducing and improving software development process, application of ontology to complex software development process is more approachable by showing deductive results of relationship between ISO/IEC 15504 and CMMI. In this paper, we demonstrate a methodology that utilizes the improved process database conceptually mapping between ISO/IEC 15504 and CMMI using ontology.

LSTM-based Business Process Remaining Time Prediction Model Featured in Activity-centric Normalization Techniques (액티비티별 특징 정규화를 적용한 LSTM 기반 비즈니스 프로세스 잔여시간 예측 모델)

  • Ham, Seong-Hun;Ahn, Hyun;Kim, Kwanghoon Pio
    • Journal of Internet Computing and Services
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    • v.21 no.3
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    • pp.83-92
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    • 2020
  • Recently, many companies and organizations are interested in predictive process monitoring for the efficient operation of business process models. Traditional process monitoring focused on the elapsed execution state of a particular process instance. On the other hand, predictive process monitoring focuses on predicting the future execution status of a particular process instance. In this paper, we implement the function of the business process remaining time prediction, which is one of the predictive process monitoring functions. In order to effectively model the remaining time, normalization by activity is proposed and applied to the predictive model by taking into account the difference in the distribution of time feature values according to the properties of each activity. In order to demonstrate the superiority of the predictive performance of the proposed model in this paper, it is compared with previous studies through event log data of actual companies provided by 4TU.Centre for Research Data.

Developing the Towercranes Planning Process in High-rise Building Project (고층 건축공사의 타워크레인 계획 프로세스 개발)

  • Chae Hee-dong;Jang Myung-houn;Lee Hyun-soo
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • autumn
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    • pp.387-392
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    • 2001
  • The purpose of this study is to develop the process to support and evaluate experts' decision making on vertical transportation planning in high-rise building constructions. Experts generally carry out the vertical transportation planning by heuristic methods, so there is a possibility that their decisions failed. The failure of the vertical transportation planning can be result in much loss of time and cost. The process presented in this paper evaluates experts' alternatives, organizes the results of the vertical transportation plan, and then leads to the systematic flow of materials and crews.

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A Study on the Process Improvement of International Air Cargo Transportation through the Incheon International Airport (인천국제공항의 국제항공화물운송 프로세스 개선과제에 관한 연구)

  • Lee, Jae-Hak
    • International Commerce and Information Review
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    • v.14 no.3
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    • pp.559-583
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    • 2012
  • This study was conducted on the assumption that for Incheon international airport to become the logistics hub of northeast asia's region, it is necessary to investigate and analyze problems of forwarder's international air cargo transportation process, those factors and so on. The conditions of the process of international air cargo transportation was analysed individually according to the time required, satisfaction and problems of each step of process by dividing those into import and export. Consequently it turned out that the time required for the export process of the international air cargo transportation is longer by about 1 hour than the import process which means the improvement of import section rather than export is more urgent to improve the overall international air cargo transportation process. For the improvement of the process, it is also necessary to construct the international air cargo transportation' information system, secure competition of operating and to improve logistics standardization by considering all factors above.

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A New process Structure for Constructing Efficient Information Retrieval Systems (효율적인 정보 검색 시스템 구축을 위한 새로운 프로세스 구조)

  • Go, Hyeong-Dae;Yu, Jae-Su;Kim, Byeong-Gi
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.1
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    • pp.76-86
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    • 1997
  • Many information retrieval systems have a simple process structure that a client process for a user is mapped to a server process for information retrieval. That is, when using information retrieval systems, each user is allocated a big process that consists of user interfaces, retrieval automatic indexing systems and storage systems. Therefor when many users use the information retrieval systems, it might be difficult to use the information retrieval systems. This is because the system overhead is increased as enormously much as users cannot use them. In this paper, we propose a new process structure for constructing efficient information retrieval systems that solves the problem resulting from he process structure. The proposed process structure contributes to the whole operational performance improvement of information retrieval systems and the efficientnt use of computer system resources. It is constructed based on a multi-threading scheme and a transaction processing monitor.

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