• 제목/요약/키워드: Log Generation

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EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises

  • Frans Prathama;Seokrae Won;Iq Reviessay Pulshashi;Riska Asriana Sutrisnowati
    • 한국컴퓨터정보학회논문지
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    • 제29권6호
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    • pp.101-112
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    • 2024
  • 본 논문에서는 프로세스 마이닝을 위한 이벤트 로그 생성을 지원하도록 설계된 대화형 도구인 EDF(Event Data Factory)를 소개한다. EDF는 다양한 데이터 커넥터를 통합하여 사용자가 다양한 데이터 소스에 연결할 수 있도록 지원한다. 이 도구는 그래프 기반 시각화와 함께 로우 코드/노코드 기술을 사용하여 비전문가 사용자가 프로세스 흐름을 이해하도록 돕고, 사용자 경험을 향상시킨다. EDF는 메타데이터 정보를 활용하여 사용자가 case, activity 및 timestamp 속성을 포함하는 이벤트 로그를 효율적으로 생성할 수 있도록 한다. 로그 품질 메트릭을 통해 사용자는 생성된 이벤트 로그의 품질을 평가할 수 있다. 우리는 클라우드 기반 아키텍처에서 EDF를 구현하고 성능평가를 실행했으며, 본 연구와 결과는 EDF의 사용성과 적용 가능성을 보여주었다. 마지막으로 관찰 연구를 통해 EDF가 사용하기 쉽고 유용하여 프로세스 마이닝 애플리케이션에 대한 중소기업(SME)의 접근을 확장한다는 사실을 확인했다.

ULO 저장에서의 사과 Fuji의 호흡속도 (Respiration rate of the Fuji apple according to the ULO storage conditions)

  • 강준수;이호재;최종욱
    • 한국식품저장유통학회지
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    • 제1권2호
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    • pp.87-92
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    • 1994
  • For the measurement of the change of respiration rate caused by the gas content of storage atmosphere which furnishes important data for the interpretation of ULO storage, GC was used. It has been shown that the respiration rate and respiratory heat generation rate of Fuji apple is more than doubled in normal low temperature storage when compared with ULO storage, and that in ULO storage the respiration rate and respiratory heat generation rate directly proportional to the concentration of O2 in storage atmosphere as well as inversely proportional to that of CO2. It was possible to establish a functional formula for the respiratory heat generation rate of Fuji apple in all the storage conditions in terms of u=-0.7638+0.0003 O2-0.0007 log(CO2)+0.1369 log(Tb) concerning temperature and the concentration of O2 and CO2

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선발육종(選拔育種) 및 교잡육종(交雜育種)에 의한 원목재배용(原木栽培用) 표고균주(菌株) 육성(育成) (Selective Breeding and Hybridization of Lentinus edodes Strains for Bed-log Cultivation)

  • 박원철;이태수;이원규;변병호;이창근
    • 한국산림과학회지
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    • 제85권2호
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    • pp.309-315
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    • 1996
  • 원목재배용(原木裁培用) 표고우량균주(優良菌株)를 육성(育成)하기 위해 균주수집(菌株蒐集)에 의한 선발육종(選拔育種)과 교배계(交配系)를 이용한 교잡육종(交雜育種)을 실시한 결과는 다음과 같다. 1. 국내외(國內外)에서 수집(蒐集)한 35종의 균주에 대한 원목재배를 실시하여 1세대(世代)(5년간(年間)) 버섯수확량(收穫量)이 신갈나무(Quercus mongolica) $1m^3$당(當) 139kg을 보이는 FRI 177 등 3개의 고온성균주(高溫性菌株)와 120kg을 나타낸 FRI 188 등 2개의 중온성균주(中溫性菌株) 및 96kg의 FRI 187 등 저온성(低溫性) 7개 균주를 우량품종(優良品種)으로 선발하였다. 2. Di-mon교배법(交配法)을 이용하여 제조한 교잡균주중(交雜菌株中) 실내검정(室內檢定)을 통하여 독립계통(獨立系統)으로 확인된 12균주(菌株)에 대하여 원목재배(原木栽培)를 실시하여 1세대(世代) 버섯수확량이 원목(原木) $1m^3$당(當) 108kg에 달하는 고온성균주(高溫性菌株) FRI 182와 103kg을 보이는 저온성균주(低溫性菌株) FRI 184 등 2개를 우량종균(優良種菌)으로 선발하였다. 3. 고온성, 중온성 및 저온성 등 온도형(溫度型)에 따른 생산성(生産性)의 유의차(有意差)는 없었으나, 계통간(系統間)의 생산성차이(生産性差異)는 인정(認定)되었다. 한편 원목재배(原木栽培)와 톱밥재배간(栽培間)의 생산성에는 어떤 상관관계(相關關係)도 보이지 않았다.

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차세대학습관리를 위한 블록체인 기반의 접근제어 감사시스템 (Blockchain-Based Access Control Audit System for Next Generation Learning Management)

  • 천지영;노건태
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제9권11호
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    • pp.351-356
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    • 2020
  • COVID-19 감염증의 확산으로 언택트 교육을 위한 차세대학습관리시스템의 필요성이 빠르게 증가하고 있으며, 교육부는 4세대 나이스 구축을 통해 미래 교육을 계획하고 있다. 4세대 나이스 시스템이 잘 활용되었을 경우, 맞춤형 교육 서비스 제공, 교육데이터 이용 활성화 등의 장점이 존재하나, 사용자의 권한이 다양하여 엄격한 권한부여가 힘든 접근제어 환경에서 불법적인 접근 문제를 해결할 수 있는 방안이 필요하다. 본 논문에서 우리는 차세대학습관리를 위한 블록체인 기반의 접근제어 감사시스템을 제안한다. 제안하는 시스템을 통해 민감한 개인정보는 암호화하여 저장하고, 추후 감사자가 감사를 수행할 때 복호화에 필요한 비밀키를 발급함으로써 원활한 감사가 이루어지도록 한다. 또한, 저장된 로그정보의 위·변조 및 삭제 등을 방지하기 위해 로그 정보를 블록체인에 저장하여 안정성을 확보하였다. 이를 위해 계층적 ID 기반 암호와 프라이빗 블록체인을 사용하여 교육부와 같은 상위 기관에서 각 기관의 접근권한을 총괄적으로 관리할 수 있도록 구성한다.

수문학적 모의기법에 대한 연구 - 낙동강 왜관지점의 연유량과 월유량의 모의발생 및 비교 - (A Study of the hydrological generation - The generation and comparison with annual and monthly dicharge at Wacgwan in the Nakdong River)

  • 천덕진;최영박
    • 물과 미래
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    • 제13권1호
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    • pp.49-56
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    • 1980
  • The thesis of this analytical study includes 1) the generation of annual and monthly discharge regarding single hydrological variable at single site, 2)comparsion with the historical records and the generation, and 3) changing the monthly generatied discharge into annual. The conclusion of this will be used for the future plan for water resources development. Annual discharges at waegwan are characterized by log-normal distirbution and persistence-absent. Also, the random number generator causes the errors in the generation of annual discharge. The serial correlation coefficients of the generated annual discharge have less value than that of historical records, while the correlation coefficient and slope in January have(+) value and opposite to historical record. To change the monthly generated discharge into annual is not proper.

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Low-complexity de-mapping algorithms for 64-APSK signals

  • Bao, Junwei;Xu, Dazhuan;Zhang, Xiaofei;Luo, Hao
    • ETRI Journal
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    • 제41권3호
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    • pp.308-315
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    • 2019
  • Due to its high spectrum efficiency, 64-amplitude phase-shift keying (64-APSK) is one of the primary technologies used in deep space communications and digital video broadcasting through satellite-second generation. However, 64-APSK suffers from considerable computational complexity because of the de-mapping method that it employs. In this study, a low-complexity de-mapping method for (4 + 12 + 20 + 28) 64-APSK is proposed in which we take full advantage of the symmetric characteristics of each symbol mapping. Moreover, we map the detected symbol to the first quadrant and then divide the region in this first quadrant into several partitions to simplify the formula. Theoretical analysis shows that the proposed method requires no operation of exponents and logarithms and involves only multiplication, addition, subtraction, and judgment. Simulation results validate that the time consumption is dramatically decreased with limited degradation of bit error rate performance.

결함발생 시점을 고려한 CANDU 압력관 결함의 확률론적 건전성평가 (Probabilistic Integrity Assessment of CANDU Pressure Tube for the Consideration of Flaw Generation Time)

  • 곽상록;이준성;김영진;박윤원
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2001년도 추계학술대회논문집A
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    • pp.155-160
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    • 2001
  • This paper describes a probabilistic fracture mechanics (PFM) analysis based on Monte Carlo (MC) simulation. In the analysis of CANDU pressure tube, it is necessary to perform the PFM analyses based on statistical consideration of flaw generation time. A depth and an aspect ratio of initial semi-elliptical surface crack, a fracture toughness value, delayed hydride cracking (DHC) velocity, and flaw generation time are assumed to be probabilistic variables. In all the analyses, degradation of fracture toughness due to neutron irradiation is considered. Also, the failure criteria considered are plastic collapse, unstable fracture and crack penetration. For the crack growth by DHC, the failure probability was evaluated in due consideration of flaw generation time.

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비접촉식 자외선 광반응조를 이용한 하수 대장균의 살균과 Log 불활성화율 지표 (Disinfection of E. coli from Wastewater using a Non-contact type UV Photoreactor and Log Inactivation Index)

  • 김성홍;김경면;김광일;최재완
    • 상하수도학회지
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    • 제30권2호
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    • pp.139-145
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    • 2016
  • Disinfection of microorganisms using UV light is widely used in the field of water supply and wastewater treatment plant, In spite of high germicidal effect and relatively clean by-product, UV disinfection has fundamental defeat that is accumulation of fouling materials at the interface of water and lamp sleeve. Non-contact type of UV photoreactor which can avoid this fouling generation was developed and the experimental performance evaluation of the system was carried out in this study. Log inactivation rate of E. coli was selected as a disinfection index. The concentration of E. coli of second clarifier effluent was $8.2{\times}10^1-8.2{\times}10^3$ colony per mL and was well inactivated by the non-contact type of UV photoreactor. Under the UV intensity condition of $2.1-2.5mW/cm^2$, E. coli removal rate was observed in the range of 54 - 95% when the HRT was increased from 10 to 52 seconds. Experimental results showed that log inactivation of E. coli was proportional to UV dosage and $200mJ/cm^2$ of UV dose is expected for the 2.0 log inactivation of E. coli from the second clarifier effluent. Between the two parameters of UV intensity and contact time which are consist of UV dose, UV intensity was 4 times more effective than contact time.

Potential of the Quantitative Trait Loci Mapping Using Crossbred Population

  • Yang, Shulin;Zhu, Zhengmao;Li, Kui
    • Asian-Australasian Journal of Animal Sciences
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    • 제18권12호
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    • pp.1675-1683
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    • 2005
  • In the process of crossbreeding, the linkage disequilibria between the quantitative trait loci (QTL) and their linked markers were reduced gradually with increasing generations. To study the potential of QTL mapping using the crossbred population, we presented a mixed effect model that treated the mean allelic value of the different founder populations as the fixed effect and the allelic deviation from the population mean as random effect. It was assumed that there were fifty QTLs having effect on the trait variation, the population mean and variance were divided to each QTL in founder generation in our model. Only the additive effect was considered in this model for simulation. Six schemes (S1-S6) of crossbreeding were studied. The selection index was used to evaluate the synthetic breeding value of two traits of the individual in the scheme of S2, S4 and S6, and the individuals with high selection index were chosen as the parents of the next generation. Random selection was used in the scheme of S1, S3 and S5. In this study, we premised a QTL explained 40% of the genetic variance was located in a region of 20 cM by the linkage analysis previously. The log likelihood ratio (log LR) was calculated to determine the presence of a QTL at the particular chromosomal position in each of the generations from the fourth to twentieth. The profiles of log LR and the number of the highest log LR located in the region of 5, 10 and 20 cM were compared between different generations and schemes. The profiles and the correct number reduced gradually with the generations increasing in the schemes of S2, S4 and S6, but both of them increased in the schemes of S1, S3 and S5. From the results, we concluded that the crossbreeding population undergoing random selection was suitable for improving the resolution of QTL mapping. Even experiencing index selection, there was still enough variation existing within the crossbred population before the fourteenth generation that could be used to refine the location of QTL in the chromosome region.