• Title/Summary/Keyword: Event Data

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Development of Mining model through reproducibility assessment in Adverse drug event surveillance system (약물부작용감시시스템에서 재현성 평가를 통한 마이닝 모델 개발)

  • Lee, Young-Ho;Yoon, Young-Mi;Lee, Byung-Mun;Hwang, Hee-Joung;Kang, Un-Gu
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.3
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    • pp.183-192
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    • 2009
  • ADESS(Adverse drug event surveillance system) is the system which distinguishes adverse drug events using adverse drug signals. This system shows superior effectiveness in adverse drug surveillance than current methods such as volunteer reporting or char review. In this study, we built clinical data mart(CDM) for the development of ADESS. This CDM could obtain data reliability by applying data quality management and the most suitable clustering number(n=4) was gained through the reproducibility assessment in unsupervised learning techniques of knowledge discovery. As the result of analysis, by applying the clustering number(N=4) K-means, Kohonen, and two-step clustering models were produced and we confirmed that the K-means algorithm makes the most closest clustering to the result of adverse drug events.

Discrete Event Simulation for the Initial Capacity Estimation of Shipyard Based on the Master Production Schedule (대일정 생산 계획에 따른 조선소 생산 용량의 초기 평가를 위한 이산사건 시뮬레이션)

  • Kim, Kwang-Sik;Hwang, Ho-Jin;Lee, Jang-Hyun
    • Korean Journal of Computational Design and Engineering
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    • v.17 no.2
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    • pp.111-122
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    • 2012
  • Capacity planning plays an important role not only for master production plan but also for facility or layout design in shipbuilding. Product work breakdown structure, attributes of production resources, and production method or process data are associated in order to make the discrete event simulation model of shipyard layout plan. The production amount of each process and the process time is assumed to be stochastic. Based on the stochastic discrete event simulation model, the production capacity of each facility in shipyard is estimated. The stochastic model of product arrival time, process time and transferring time is introduced for each process. Also, the production capacity is estimated for the assumed master production schedule.

A Study on the Performance Improvement of Message Transmission over MVB(Multifunction Vehicle Bus)

  • Choi, Myung-Ho;Park, Jae-Hyun
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.2198-2202
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    • 2003
  • The data transmission of MVB(Multifunction Vehicle Bus) of TCN(Train Network Communication) is divided into the periodic transmission phase and the sporadic transmission phase. TCN standard defines the event-polling method for the message transfer in the sporadic phase. However, since the event-polling method does not use pre-scheduling to the priority of the messages to be transmitted, it is inefficient for the real-time systems. To schedule message transmission, a master node should know the priority of message to be transmitted by a slave node prior to the scheduling the sporadic phase, but the existing TCN standard does not support any protocol for this. This paper proposes the slave frame bit-stuffing algorithm, with which a master node gets the necessary information for transmission scheduling and includes the simulation results of the event-polling method and the proposed algorithm.

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Event-Driven Social Media: Crowd Computing System Development for Idioculture Generation (이벤트 주도형 소셜 미디어: 특유문화 생성을 위한 군중 컴퓨팅 시스템 개발)

  • Lim, Seong-Taek;Cha, Sang-Yun;Park, Cha-La;Moon, Jee-Hyun;Lee, In-Seong;Kim, Jin-Woo
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.301-309
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    • 2009
  • This study focuses on event-driven social media (EDSM), which supports the production of unique cultural items of small groups by satisfying the conflicting desires of distinctiveness and assimilation that small groups possess. EDSM is a system which promotes the production of idioculture through small group interaction by using an actual event in which people participate in small groups. By setting up an EDSM system in a university festival in which 10,000 to 15,000 people gather in small groups, idioculture production was tested for approximately eight hours and a half. Interaction records gathered from the test, as well as focus group interview data garnered soon after were used to analyze usage patterns of EDSM, types of idiocultures produced, and resulting factors of user experience. Through this, considerations upon designing future EDSM were proposed.

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Performance Improvement of Message Transmission over TCN(Train Communication Network) (TCN을 통한 메시지 전송 능력 향상에 관한 연구)

  • Cho Myung-ho;Moon Chong-chun;Park Jaehyun
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.53 no.10
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    • pp.720-726
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    • 2004
  • The data transmission over MVB(Multifunction Vehicle Bus) of TCN(Train Communication Network) is divided into the periodic transmission phase and the sporadic transmission phase. TCN standard recommends the event-polling method as the message transfer in the sporadic phase. However, since the event-polling method does not use pre-scheduling to the priority of the messages, it is inefficient for the real-time systems. To schedule message transmission, a master node should know the priority of message to be transmitted by a slave node prior to the sporadic phase, but the existing TCN standard does not support any protocol for this. This paper proposes the slave frame bit-stuffing algorithm, with which a master node gets the necessary information for scheduling and includes the simulation results of the event-polling method and the proposed algorithm.

Satisfaction of Korean Restaurant near World Cup Stadium (월드컵 경기장 주변 한식당의 고객만족도)

  • 강명숙
    • Culinary science and hospitality research
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    • v.8 no.2
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    • pp.117-132
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    • 2002
  • The world's greatest single event the 2002 World Cup, will be co-hosted by Korea and Japan. This will be the first time an interactional mesa-event is held in two countries simultaneously. Pertaining to every aspect, competition between the Korean foodservice industries will intensify in the near future. Generally, a sporting event contributes positively to n hosting county as well. For this reason we cannot expect the 2002 World Cup to be a complete success. A wrongly planned event could be a burden to our countries economy and create various negative effects. This study was prepared predominantly using field research methods including the collection of data through questionnaires. This study is based on a sample of 212 who have visiting Korean Restaurant near World Cup Stadium. These questionnaires were distributed by 5 students. This research us conducted from April 1 to 20, 2002 at Suwon.

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Field Service Engineer Replenishment Policy Assessment Using a Discrete-Event and Agent-Based Simulation Model : A Case Study (Discrete-event와 Agent 기반의 시뮬레이션을 이용한 현장 서비스 요원 보급 정책 평가 사례 연구)

  • Suh, Eun Suk
    • Journal of Korean Institute of Industrial Engineers
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    • v.41 no.6
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    • pp.588-598
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    • 2015
  • In this paper, a simulation model for assessing the impact of alternative field service engineer replenishment policies is introduced. The end-to-end supply chain simulation model is created using a discrete-event and agent-based simulation model, which enables accurate description of key individual entities in the investigated supply chain, such as field service engineers. Once the model is validated with the historical data, it is used to assess the impacts of field service engineer replenishment policies for a major printing equipment manufacturing firm.In the case study, newly proposed replenishment policies for post-sale distribution supply chain are assessed for the level of service improvement to end customers.

Distributed Secondary Voltage Control of Islanded Microgrids with Event-Triggered Scheme

  • Guo, Qian;Cai, Hui;Wang, Ying;Chen, Weimin
    • Journal of Power Electronics
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    • v.17 no.6
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    • pp.1650-1657
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    • 2017
  • In this study, the distributed secondary voltage control of islanded microgrids with multi-agent consensus algorithm is investigated. As an alternative to a time-triggered approach, an event-triggered scheme is proposed to reduce the communication load among inverter-based distributed generators (DGs). The proposed aperiodic control scheme reduced unnecessary utilization of limited network bandwidth without degrading control performance. By properly establishing a distributed triggering condition in DG local controller, each inverter is only required to send voltage information when its own event occurs. The compensation of voltage amplitude deviation can be realized, and redundant data exchange related to fixed high sampling rate can be avoided. Therefore, an efficient use of communication infrastructure can be realized, particularly when the system is operating in steady state. The effectiveness of the proposed scheme is verified by simulations on a microgrid test system.

Fault Tolerant Data Aggregation for Reliable Data Gathering in Wireless Sensor Networks (무선센서네트워크에서 신뢰성있는 데이터수집을 위한 고장감내형 데이터 병합 기법)

  • Baek, Jang-Woon;Nam, Young-Jin;Jung, Seung-Wan;Seo, Dae-Wha
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.9B
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    • pp.1295-1304
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    • 2010
  • This paper proposes a fault-tolerant data aggregation which provides energy efficient and reliable data collection in wireless sensor networks. The traditional aggregation scheme does not provide the countermeasure to packet loss or the countermeasure scheme requires a large amount of energy. The proposed scheme applies caching and re-transmission based on the track topology to the adaptive timeout scheduling. The proposed scheme uses a single-path routing based on the traditional tree topology at normal, which reduces the dissipated energy in sensor nodes without any countermeasure against packet loss. The proposed scheme, however, retransmits the lost packet using track topology under event occurrences in order to fulfill more accurate data aggregation. Extensive simulation work under various workloads has revealed that the proposed scheme decrease by 8% in terms of the dissipated energy and enhances data accuracy 41% when the potential of event occurrence exists as compared with TAG data aggregation. And the proposed scheme decrease by 53% in terms of the dissipated energy and shows a similar performance in data accuracy when the potential of event occurrence exists as compared with PERLA data aggregation.

Design of Query Processing based on Profiles for Efficient Searching Events (효율적인 이벤트 검색을 위한 프로파일 기반 질의 처리 방법)

  • Kim, ChangHoon;Kim, TaeYoung;Kim, JongMin;Ban, ChaeHoon;Kim, DongHyun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.10a
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    • pp.249-252
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    • 2009
  • Recently, it is possible for users to acquire necessary data easily as the various schemes of the searching information are developed. Since these data rise continuously like stream data, it is required to extract the appropriate data for the user's needs from the mass data on the internet. In the traditional scheme, they are acquired by processing the user queries after the occurred data are stored at a database. However, it is inefficient to process the user queries over the large volume of continuous data by using the traditional scheme. In this paper, we propose the query processing scheme to extract the data efficiently for the user requirements from the large volume of continuous data. On the proposed scheme, we present the Event-Profile Model to define the data occurrence on the internet as the events and the user's requirements as the profiles. We also show the filtering scheme to process the events and the profiles efficiently.

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