• Title/Summary/Keyword: number of Event

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HBase based Business Process Event Log Schema Design of Hadoop Framework

  • Ham, Seonghun;Ahn, Hyun;Kim, Kwanghoon Pio
    • Journal of Internet Computing and Services
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    • v.20 no.5
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    • pp.49-55
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    • 2019
  • Organizations design and operate business process models to achieve their goals efficiently and systematically. With the advancement of IT technology, the number of items that computer systems can participate in and the process becomes huge and complicated. This phenomenon created a more complex and subdivide flow of business process.The process instances that contain workcase and events are larger and have more data. This is an essential resource for process mining and is used directly in model discovery, analysis, and improvement of processes. This event log is getting bigger and broader, which leads to problems such as capacity management and I / O load in management of existing row level program or management through a relational database. In this paper, as the event log becomes big data, we have found the problem of management limit based on the existing original file or relational database. Design and apply schemes to archive and analyze large event logs through Hadoop, an open source distributed file system, and HBase, a NoSQL database system.

Root cause analys is and improving strategy of suicidal sentinel events (의료기관 내 자살사건의 근본원인분석과 개선전략)

  • Lim, Hun-Sun;Kim, Hong-Soon;Yum, Ho-Kee
    • Quality Improvement in Health Care
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    • v.19 no.2
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    • pp.50-64
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    • 2013
  • Objectives : Suicide is a serious sentinel event in healthcare organization. Suicide and suicidal attempt are fatal and long lasting mental and physical damage to themselves, family, and medical staffs. To develope the system to prevent suicidal accident in hospital, we reviewed and analysed one case of suicidal sentinel event. Methods: The risks of suicidal sentinel event were evaluated and analysed through the root cause analysis and failure mode effects analysis. Result: We found several root causes such as initial assessment of oldest patient and security issues. Couple of action plans to fix the problems were done immediately. According to failure mode, we evaluate the risk priority number to modify the action plans. Conclusion: To reduce the risk of sentinel events, we reviewed the suicidal event and established the new system and action plan to prevent sentinel events.

Comparison of Bias Correction Methods for the Rare Event Logistic Regression (희귀 사건 로지스틱 회귀분석을 위한 편의 수정 방법 비교 연구)

  • Kim, Hyungwoo;Ko, Taeseok;Park, No-Wook;Lee, Woojoo
    • The Korean Journal of Applied Statistics
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    • v.27 no.2
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    • pp.277-290
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    • 2014
  • We analyzed binary landslide data from the Boeun area with logistic regression. Since the number of landslide occurrences is only 9 out of 5000 observations, this can be regarded as a rare event data. The main issue of logistic regression with the rare event data is a serious bias problem in regression coefficient estimates. Two bias correction methods were proposed before and we quantitatively compared them via simulation. Firth (1993)'s approach outperformed and provided the most stable results for analyzing the rare-event binary data.

The Styles of Sanghwa, Table Flower, found from Paintings for the Joseon Dynasty Court Banquets (조선시대 행사도에서 찾아 본 상화(床花) 양식)

  • Han, Sang Sook;Yi, Bu Young
    • Journal of the Korean Society of Floral Art and Design
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    • no.45
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    • pp.57-76
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    • 2021
  • Sanghwa (Table flower) style, the flower decoration of food table, was found in the paintings of Joseon Dynasty's event and civilian life. On the court event paining, there was always Sanghwa decorating the food, and it was found that the types of Sanghwa and the ingredients used were different depending on the status of the participants. The Uigwe recorded the type and number of Sanghwa, and the number of decorations was different depending on the purpose of the event or the status of the person being treated, and the Sanghwa was pre-loaded and transferred. In civilian life, Sanghwa was found to have been decorated not only on top of the food but also on top of the food table.

A Novel Way of Diversifying Context Awareness Based on Limited Event Data of Sensors using Exon-Intron Theory in the Internet of Things Environment (사물인터넷 환경에서 Exon-Intron 이론을 활용한 센서의 제한된 이벤트 데이터 기반 상황인식 다양화 방안)

  • Lee, Seung-Hun;Suh, Dong-Hyok
    • The Journal of the Korea institute of electronic communication sciences
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    • v.16 no.4
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    • pp.675-682
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    • 2021
  • In an environment in which a limited type and number of sensors are used, a demand for acquiring various context information may appear. In this study, a new method for acquiring various context information than before was proposed in an environment in which a limited number of sensors are required. To this end, a clue was obtained from the Exon-Intron theory, which is gaining great interest in the field of biology, and a method for acquiring various context information was proposed based on this. By applying Exon-Intron's selective cutting and combining method, events of each sensor were efficiently cut and each event data was combined and utilized, thereby realizing the diversification of the acquired context information.

Derivation of rainfall threshold for urban flood warning based on the dual drainage model simulation

  • Dao, Duc Anh;Kim, Dongkyun;Tran, Dang Hai Ha
    • Proceedings of the Korea Water Resources Association Conference
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    • 2021.06a
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    • pp.141-141
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    • 2021
  • This study proposed an equation for Rainfall Threshold for Flood Warning (RTFW) for urban areas based on computer simulations. First, a coupled 1D-2D dual-drainage model was developed for nine watersheds in Seoul, Korea. Next, the model simulation was repeated for a total of 540 combinations of the synthetic rainfall events and watershed imperviousness (9 watersheds × 4 NRCS Curve Number (CN) values × 15 rainfall events). Then, the results of the 101 simulations with the critical flooded depth (0.25m-0.35m) were used to develop the equation that relates the value of RTFW to the rainfall event temporal variability (represented as coefficient of variation) and the watershed Curve Number. The results suggest that 1) the rainfall with greater temporal variability causes critical floods with less amount of total rainfall; and that 2) the greater imperviousness requires less rainfall to have critical floods. For validation, the proposed equation was applied for the flood warning system with two storm events occurred in 2010 and 2011 over 239 watersheds in Seoul. The results of the application showed high performance of the warning system in issuing the flood warning, with the hit, false and missed alarm rates at 68%, 32% and 7.4% respectively for the 2010 event and 49%, 51% and 10.7% for the event in 2011.

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Event Detection System Using Twitter Data (트위터를 이용한 이벤트 감지 시스템)

  • Park, Tae Soo;Jeong, Ok-Ran
    • Journal of Internet Computing and Services
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    • v.17 no.6
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    • pp.153-158
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    • 2016
  • As the number of social network users increases, the information on event such as social issues and disasters receiving attention in each region is promptly posted by the bucket through social media site in real time, and its social ripple effect becomes huge. This study proposes a detection method of events that draw attention from users in specific region at specific time by using twitter data with regional information. In order to collect Twitter data, we use Twitter Streaming API. After collecting data, We implemented event detection system by analyze the frequency of a keyword which contained in a twit in a particular time and clustering the keywords that describes same event by exploiting keywords' co-occurrence graph. Finally, we evaluates the validity of our method through experiments.

Naming Scheme for Standardization of Detection Rule on Security Monitoring Threat Event (보안관제 위협 이벤트 탐지규칙 표준 명명법 연구)

  • Park, Wonhyung;Kim, Yanghoon;Lim, YoungWhan;Ahn, Sungjin
    • Convergence Security Journal
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    • v.15 no.4
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    • pp.83-90
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    • 2015
  • Recent, Cyber attacks such as hacking and malicious code techniques are evolving very rapidly changing cyber a ttacks are increasing, the number of malicious code techniques vary accordingly become intelligent. In the case of m alware because of the ambiguity in the number of malware have increased rapidly by name or classified as maliciou s code may have difficulty coping with. This paper investigated the naming convention of the vaccine manufacturer s in Korea to solve this problem, the analysis and offers a naming convention for security control event detection r ule analysis to compare the pattern of the detection rule out based on this current.

"BangBangCon: The Live" - A Case Study On Live Performances and Marketing Strategies With The Korean-Pop Group "BTS" During The Pandemic Scenario In 2020

  • de Jesus, Cristina Freitas
    • Asia Marketing Journal
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    • v.22 no.4
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    • pp.63-78
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    • 2021
  • In 2020, the unexpected pandemic scenario has led to a downfall of live concerts performances, after the government restriction for events and gatherings with a large number of people. The Korean-Pop (K-Pop) group BTS (Bangtan sonyeondan) also had their concert tour canceled in 2020. Therefore, the group came up with an innovative project to the music market, called "BangBangCon: The Live", a live streaming paid concert held by the group, on June 14th, which achieved a Guinness World Record for most viewers during a paid music concert, in a live streaming format. It's important, then, to study this event, and initiate a debate about alternative ideas for marketing strategies with live streaming music performances. The method to accomplish this research was desk research, analysing all the communication delivered from BTS, studying the website and platform where the event "BangBangCon: The Live'' was held, and researching about the results the event has achieved. The results were the description of the event as a project, informing how many people have attended the event, and what were the marketing strategies that made it possible to become the highest audience to a paid live streaming concert, until the moment this article was published.

Performance Evaluation of a Parallel DEVS Simulation Environment of P-DEVSIM ++ (병렬 DEVS 시뮬레이션 환경(P-DEVSIM ++) 성능 평가)

  • 성영락
    • Journal of the Korea Society for Simulation
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    • v.2 no.1
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    • pp.31-44
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    • 1993
  • Zeigler's DEVS(Discrete Event Systems Specification) formalism supports formal specification of discrete event systems in a hierarchical , modular manner. Associated are hierarchical, distributed simulation algorithms, called abstract simulators, which interpret dynamics of DEVS models. This paper deals with performance evaluation of P-DEVSIM ++, a parallel simulation environment which implements the DEVS formalism and associated simulation algorithms in a parallel environment. Performance simulator has been developed and used to experiment models of parallel simulation executions in different conditions. The experimental result shows that simulation time depends on both the number of processors in the parallel system and the communication overheads among such processors.

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