• Title/Summary/Keyword: workflow analysis

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Object-Oriented Business Process Modeling : Contract-Collaboration Net Model (객체지향 비즈니스 프로세스 모델링 : 계약-협동 네트 모형)

  • Kim, Chang-Ouk;Jun, Jin;Kim, Sung-Shick
    • Journal of Korean Institute of Industrial Engineers
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    • v.27 no.1
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    • pp.37-46
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    • 2001
  • Business process(workflow) analysis has been recognized as a core step to building information systems. However, most analysts have recognized that deriving consistent business process artifacts even in a simple business domain is very difficult, since most analysis methods give the designers narrative and/or diagrammatic tools that do not support rigorous analysis rules. This often generates inconsistent analysis results, leading to create useless information systems and resulting in tremendous budget wastes. To overcome this weakness, this paper presents a declarative business process modeling method called contract-collaboration net(cc-net), which is not only somewhat formal but also useful to the practitioners. A case study on bank domain is presented to illustrate our approach.

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Cloud-Based Automation System to Process Data from Astronomy Observation (대용량 천문 관측 자료처리를 위한 클라우드 기반 자동화 시스템)

  • Yeom, Jae-Keun;Yu, Jung-Lok;Yim, Hong-Suh;Kim, Myung-Jin;Park, Jintae;Lee, Hee-Jae;Moon, Hong-Kyu;Choi, Young-Jun;Roh, Dong-Goo;Oh, Young-Seok;Bae, Young-Ho
    • KIISE Transactions on Computing Practices
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    • v.23 no.1
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    • pp.45-56
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    • 2017
  • In astronomy, the amount of data generated using wide-field optical telescope has increased exponentially. However, the fixed-size small-scale computing environment and the complexity of data analysis tools, results in difficulties to process the massive observation data collected. To resolve this problem, we propose a cloud-based automation system for the efficient processing of the enormous data gathered. The proposed system consists of a Workflow Execution Manager which manages various workflow templates and controls the execution of workflows instantiated from theses templates, and an Elastic Resource Manager that dynamically adds/deletes computing resources, according to the amount of data analysis requests. To show the effectiveness of our proposed system, we exhaustively explored a board spectrum of experiments, like elastic resources allocation, system load, etc. Finally, we describe the best practice case of DEEP-SOUTH scheduling system as an example application.

Development of CITIS Reference Model System on Internet (인터넷 기반 CITIS 참조모델시스템 개발)

  • 주경준;조장혁;박상봉
    • The Journal of Society for e-Business Studies
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    • v.4 no.3
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    • pp.139-158
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    • 1999
  • In this paper we present the development of CITIS(Contractor Integrated Technical Information Service) reference model system which can be utilized for electronic commerce among enterprises. For the physical analysis target model, we selected switching system businesses of Korea Telecom. From analysis of life-cycle business process and data, we derived CITIS reference model containing CITIS To-Be model and CITIS scenario. Derived CITIS reference model is generalized so that it can be used not only for switching system businesses but other business areas regarding CITIS implementation. On the base of the derived CITIS reference model, We also developed CITIS information management system and CITIS-support workflow system as CITIS reference model system. Developed CITIS reference model system supports information and business process sharing among enterprises on internet and it does make a contribution to expansion of CITIS which is moving from conceptual research towards real implementation phase.

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Business Process Simulation Modeling and Analysis Based on Role-Based Modeling Concept (Role 개념에 근거한 비즈니스 프로세스 시뮬레이션 모형 구축 및 분석)

  • Cho, Yoon-Ho;Kim, Jae-Kyeong;Kim, Soung-Hie
    • Asia pacific journal of information systems
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    • v.8 no.2
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    • pp.69-83
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    • 1998
  • Some simulation tools have been developed to support business process reengineering. These tools can be used to not only analyze an as-is model of the existing process but also assess the potential value and feasibility of to-be models. But most of them are restricted to analyzing and redesign of the workflow only. Little attention is paid to the organization of people and their roles. This paper Presents a new methodology for business process simulation modeling and analysis. The methodology is based on the concepts of roles and customer-supplier chains. So the proposed methodology allows for tracking people and their roles affected by reengineering the business process. It enables one to analyze and evaluate not only workflow, but roles that are part of the flow. This paper developed a simulator to systematically construct simulation models and conduct simulations easily and efficiently. A case study is also presented as an illustrative example.

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Virtual Manufacturing for an Automotive Company (I) - Workflow Analysis and Strategic Planning of Manufacturing Preparation Activities (자동차 가상생산 기술 적용 (I) - 생산준비 업무 분석 및 적용 전략 수립)

  • Noh, Sang-Do;Lee, Chang-Ho;Hahn, Hyung-Sang
    • IE interfaces
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    • v.14 no.2
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    • pp.120-126
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    • 2001
  • Virtual manufacturing is a technology facilitating effective development and agile manufacturing of products via sophisticated computer models representing physical and logical schema and behavior of real manufacturing systems including manufacturing resources, environments, and products. Based on these models, virtual manufacturing supports decision making and error checking in the entire manufacturing processes from design to mass production. At first, we analyzed manufacturing preparation activities of the four major production shops such as press, body assembly, painting and final assembly, of a Korean automotive company. We then developed the workflow models out of the analysis by the IDEF methodology, and generated a strategic plan for the systematic application of the virtual manufacturing technologies. We identified many manufacturing preparation activities that can be improved by the application of virtual manufacturing technologies. Finally, we estimated the effect of improvement including time savings in car development processes and corresponding cost savings.

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Development of a Grid-based Framework for High-Performance Scientific Knowledge Discovery (그리드 기반의 고성능 과학기술지식처리 프레임워크 개발)

  • Jeong, Chang-Hoo;Choi, Sung-Pil;Yoon, Hwa-Mook;Choi, Yun-Soo
    • The Journal of the Korea Contents Association
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    • v.9 no.12
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    • pp.877-885
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    • 2009
  • In this paper, we propose the SINDI-Grid which is a high-performance framework for scientific and technological knowledge discovery using the grid computing. By using the advantages of the grid computing providing data repository of large-volume and high-speed computing power, the SINDI-Grid framework provides a variety of grid services for distributed data analysis and scientific knowledge processing. And the SINDI-Workflow tool exploits these services so that performs the design and execution for scientific and technological knowledge discovery applications which integrate various information processing algorithms.

Design and Implementation of Secure E-Procurement System based on XML (XML기반의 안전한 E-Procurement 시스템 설계 및 구현)

  • Moon, Tae-Soo;Song, You-Jin
    • The KIPS Transactions:PartD
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    • v.9D no.6
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    • pp.1043-1054
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    • 2002
  • This paper intends to suggest a XML-based secure E-Procurement system using Unified Modeling Language(UML), as an application system for domestic automobile industry. Applying UML methodology, which is Component-based Development (CBD), we analyzed the workflow on procurement operation of automobile industry and implemented a prototype of efficient E-Procurement system for automobile industry, by developing XML/EDI and XML signature. Also, on this paper, object-oriented CBD is employed to minimize the risk of life cycle and reuse software as mentioned to limitation of information engineering methodology. It enables the interoperability with ERP (Enterprise Resource Planning) as corporate legacy system. This system proposes a solution to apply analysis and design of workflow, component development, interoperability with corporate information system, and XML signature for integrity and authentication of electronic documents in other system so far.

MLOps workflow language and platform for time series data anomaly detection

  • Sohn, Jung-Mo;Kim, Su-Min
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.11
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    • pp.19-27
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    • 2022
  • In this study, we propose a language and platform to describe and manage the MLOps(Machine Learning Operations) workflow for time series data anomaly detection. Time series data is collected in many fields, such as IoT sensors, system performance indicators, and user access. In addition, it is used in many applications such as system monitoring and anomaly detection. In order to perform prediction and anomaly detection of time series data, the MLOps platform that can quickly and flexibly apply the analyzed model to the production environment is required. Thus, we developed Python-based AI/ML Modeling Language (AMML) to easily configure and execute MLOps workflows. Python is widely used in data analysis. The proposed MLOps platform can extract and preprocess time series data from various data sources (R-DB, NoSql DB, Log File, etc.) using AMML and predict it through a deep learning model. To verify the applicability of AMML, the workflow for generating a transformer oil temperature prediction deep learning model was configured with AMML and it was confirmed that the training was performed normally.

A comparative study to measure the sagittal condylar inclination using mechanical articulator, virtual articulator and jaw tracking device

  • Liya Ma;Fei Liu;Jiansong Mei;Jiarui Chao;Zhenyu Wang;Jiefei Shen
    • The Journal of Advanced Prosthodontics
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    • v.15 no.1
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    • pp.11-21
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    • 2023
  • PURPOSE. To compare the sagittal condylar inclination (SCI) in dentate individuals measured by the different methods with mechanical articulator (MA), virtual articulator (VA), and a jaw tracking device (JTD) system. MATERIALS AND METHODS. A total of 22 healthy dentate participants were enrolled in this study. For MA workflow, the SCI was obtained by a semi-adjustable articulator with protrusive interocclusal records. The SCI was also set on a VA by aligning intraoral scan (IOS) with cone beam computed tomography (CBCT) and facial scan (FS), respectively. These virtual workflows were conducted in a dental design software, namely VAIOS-CBCT and VAIOS-FS. Meanwhile, a JTD system was also utilized to perform the measurement. Intraclass correlation was used to assess the repeatability within workflows. The bilateral SCI values were compared by Wilcoxon matched-pairs signed rank test for each workflow, and Kruskal-Wallis test and post hoc p-value Bonferroni correction were used to compare the differences among four workflows. The agreement of VAIOS-CBCT, VAIOS-FS, and JTD compared with MA was evaluated by Bland-Altman analysis. RESULTS. Intraclass correlation of the SCI revealed a high degree of repeatability for each workflow. There were no significant differences between the left and right sides (P > .05), except for VAIOS-CBCT (P = .028). Significant differences were not found between MA and VAIOS-FS (P > .05). Bland-Altman plots indicated VAIOS-CBCT, VAIOS-FS, and JTD were considered to substitute MA with high 95% limits of agreement. CONCLUSION. The workflow of VAIOS-FS provided an alternative approach to measure the SCI compared with MA.