• Title/Summary/Keyword: Frequency distribution

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Term Distribution Index and Word2Vec Methods for Systematic Exploring and Understanding of the Rule on Occupational Safety and Health Standards (산업안전보건기준에 관한 규칙의 체계적 탐색과 이해를 위한 단어분포 지표와 Word2Vec 분석 방법)

  • Jae Ho Jeong;Seong Rok Chang;Yongyoon Suh
    • Journal of the Korean Society of Safety
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    • v.38 no.3
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    • pp.69-76
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    • 2023
  • The purpose of the rules on the Occupational Safety and Health Standards (hereafter safety and health rules) is to regulate the safety and health measures stipulated in the Occupational Safety and Health Act and the specific instructions necessary for their implementation. However, the safety and health rules are extensive and complexly connected, making navigation difficult for users. In order for users to readily access safety and health rules, this study analyzed the frequency, distribution, and significance of terms included in the overall rules. First, the term distribution index was created based on the frequency and distribution of words extracted through text mining. The term distribution index derives from whether a word appears only in a specific chapter or across all rules. This allows users to effectively explore terms to be followed in a specific working environment and terms to be complied with in the overall working environment. Next, the related words of the previously derived terms were visualized through t-SNE and the Word2Vec algorithm. This can help prioritize the things that need to be managed first, focusing on key terms without checking the overall rules. Moreover, this study can help users explore safety and health rules by allowing them to understand the distribution of words and visualize related terms.

A Study on the Strategic Globalization Performance of 'Journal of Distribution Science'

  • YANG, Hoe-Chang;CHU, Wujin;HWANG, Hee-Joong;YOUN, Myoung-Kil
    • Journal of Distribution Science
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    • v.20 no.3
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    • pp.59-69
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    • 2022
  • Purpose: The purpose of this study is to provide information for other journals as well as the continuous development of distribution science research by confirming the globalization performance of the Journal of Distribution Science (JDS), the main journal of KODISA. Research Design, Data, and Methodology: A total of 863 papers published in JDS from 2011 to 2021 searched by scienceON were divided into 4 periods and analyzed under the headings of submission system, standardity, collaboration, and degree of achievement of publication goals. SPSS 24.0 and R 4.1.1 package were used to perform the publication frequency analysis, crosstab-analysis, keyword frequency analysis, and LDA topic modeling were performed. In addition, trend analysis with weight applied to each word was performed. Results: It was found that the ratio of English-written papers, which is the indicator of a journal's starndardity, is continuously increasing, and the ratio of overseas authors, which is the indicator of collaboration, is also continuously increasing. It was confirmed through keyword trend analysis by period and LDA topic modeling results - which were weighted to confirm the degree of achievement of the journal's publication goal - that the articles published by the journal has been in agreement with monthly research topic proposed by JDS. Conclusion: By examining the five criteria for globalization, it can be concluded that JDS's efforts for globalization are achieving significant results and providing effective directions for other academic journals. However, in order for JDS to become a top academic journal, it was suggested that efforts should be made to establish a system for collaborative research by domestic and foreign authors, as well as to provide a clear definition for the monthly research topics and classification of sub-topics.

A Study on the Backorder Policies for Two-Echelon Distribution System (2계층 분배체계에서의 부재고 정책에 관한 연구)

  • Sohn, Kwon-lk;Yi, Jung-Min
    • Journal of Industrial Technology
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    • v.21 no.B
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    • pp.37-44
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    • 2001
  • Distribution System is considered as the most important part of SCM when the satisfaction of customer demand is considered. This paper focus on the backorder policies for stockout which is occurred in each regional distribution center of two-echelon distribution system facing stochastic demand process. Four concepts for the efficient system operation are suggested. First, at least 30% reduction of stockout is achieved by introduction of 50/25 allocation policy to distribution system. Second, transportation cost and lead-time of backorder are decreased by allowance of internal supply between regional distribution centers. Third, the frequency of emergency supply is minimized by application of Ship-up-to- expected-demand backorder policies. Finally we suggest several effective rules to select multi-internal suppliers. Simulation tests show the efficiency of our backorder policies and enhancement of customer service level.

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A Comparative Study for Reliability of Single and Radial Power Distribution System considering Momentary Interruption (단일루프 배전계통과 방사상 배전계통의 순간정전을 고려한 신뢰도 비교 연구)

  • Lee, Hee-Tae;Kim, Jae-Chul
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.58 no.7
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    • pp.1270-1275
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    • 2009
  • The structure of a power distribution system will change in a loop configuration such as in the case of a smart grid. If power distribution system changes radial to loop form, the structure may have to be changed significantly. Therefore, we analyzed the reliability indices and calculated a CIC(Customer Interruption Cost) for the loop power distribution system. The power distribution system reliability depends on the protection scheme. This study is applied to the current protection scheme method and is compared with each model. When the CIC was evaluated, most studies performed calculations only for sustained interruptions. However, in actuality, momentary interruption frequencies occurred more than sustain interruptions. Thus, it is occurred the CIC additively. Therefore, we evaluated a CIC including momentary interruption, for each model, and then compared with MAIFI(Momentary Average Interruption Frequency Index)

Distribution of average intervent times between adjacent rainfall events for overflow risk-based design of storm-water infiltration basin (월류위험도 기반 침투형저류지 설계를 위한 평균무강우지속시간도 작성)

  • Kim, Dae Geun;Park, Sun Jung
    • Journal of Korean Society of Water and Wastewater
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    • v.22 no.2
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    • pp.195-203
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    • 2008
  • This study collected the latest 30-year (1976~2005) continuous rainfall data hourly recorded at 61 meterological observatories in Korea. The continuous rainfall data was divided into individual rainfall events. In addition, distribution charts of average intervent times between adjacent rainfall events were created to facilitate the application to the overflow risk-based design of storm-water infiltration basin. This study shows that the one-parameter exponential distribution is suitable for the frequency distribution of the average intervent times for the domestic rainfall data. Distribution charts of the average intervent times were created for 4 hour and 6 hour of storm separation time, respectively. The inland Gyeongsangbuk-do and Western coastal area had relatively longer average intervent times, whereas Southern coastal area and Jeju-do had relatively shorter average intervent times.

Theoretical Peptide Mass Distribution in the Non-Redundant Protein Database of the NCBI

  • Lim Da-Jeong;Oh Hee-Seok;Kim Hee-Bal
    • Genomics & Informatics
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    • v.4 no.2
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    • pp.65-70
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    • 2006
  • Peptide mass mapping is the matching of experimentally generated peptides masses with the predicted masses of digested proteins contained in a database. To identify proteins by matching their constituent fragment masses to the theoretical peptide masses generated from a protein database, the peptide mass fingerprinting technique is used for the protein identification. Thus, it is important to know the theoretical mass distribution of the database. However, few researches have reported the peptide mass distribution of a database. We analyzed the peptide mass distribution of non-redundant protein sequence database in the NCBI after digestion with 15 different types of enzymes. In order to characterize the peptide mass distribution with different digestion enzymes, a power law distribution (Zipfs law) was applied to the distribution. After constructing simulated digestion of a protein database, rank-frequency plot of peptide fragments was applied to generalize a Zipfs law curve for all enzymes. As a result, our data appear to fit Zipfs law with statistically significant parameter values.

Sectorization Algorithms of Adaptive Sector Antennas for CDMA Mobile Communication Systems (CDMA 이동통신 시스템을 위한 적응형 섹터 안테나의 섹터형성 알고리즘)

  • 이주형;오창헌;조성준
    • Proceedings of the IEEK Conference
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    • 2001.06a
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    • pp.41-44
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    • 2001
  • In this paper, we have investigated the adaptive sector antenna which can control the size and direction angle of sectors, and proposed the three sectorization algorithms which are based on distribution of users, distribution of codes and distribution of signal power, respectively. The BERs of each sectorization algorithms are compared through computer simulation. As results of the simulation, the sectorization algorithm based on signal power are better than the other in terms nf BER. We have simulated error performance the DS-CDMA/BPSK system with the antenna in AWGN, frequency non-selective Rayleigh fading and MAI channels.

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Hierarchical classification of Fingerprints using Discrete Wavelet Transform (이산 웨이블릿 변환을 이용한 지문의 계층적 분류)

  • Kwon, Yong-Ho;Lee, Jung-Moon
    • Journal of Industrial Technology
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    • v.19
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    • pp.403-408
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    • 1999
  • An efficient method is developed for classifying fingerprint data based on 2-D discrete wavelet transform. Fingerprint data is first converted to a binary image. Then a multi-level 2-D wavelet transform is performed. Vertical and horizontal subbands of the transformed data show typical energy distribution patterns relevant to the fingerprint categories. The proposed method with moderate level of wavelet transform is successful in classifying fingerprints into 5 different types. Finer classification is possible by higher frequency subbands and closer analysis of energy distribution.

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Stand Table of Pinus rigida Miller and Populus euramericana Guiner (리기다소나무와 이태리포를러의 임분표(林分表))

  • Lee, Heung Kyun;Choi, Jong Cheon
    • Journal of Korean Society of Forest Science
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    • v.41 no.1
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    • pp.19-25
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    • 1979
  • The study was carried out to determine the frequency distribution of trees by diameter classes according to the method of Bruce and Reineke's alignment with the data of pitch pine (Pinus rigida Miller) and Italian poplar (Populus euramericana Guinier) which are prepared for the purpose of yield table construction. The results obtained are summarized as follows: 1. All through the tree species studied, when their diameters were larger, their distribution range became wider, while the percentage of their distribution frequency became lesser. 2. As for frequency percentage of trees in an average D.B.H. of stands, it became smaller when average D.B.H. of the stand is larger: the percentage of pitch pine stand is 36.2 and that of Italian poplaris 29.0. 3. In case of smaller D.B.H. under the average, the larger their D.B.H. became, the lesser the cumulative frequency percentages became.

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The Design of Low Noise Downconverter for K-band Satellite Multipoint Distribution Service (K-band SMDS용 저잡음 하향변환기의 설계)

  • 정인기;이영철;김천석
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.5 no.6
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    • pp.1143-1150
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    • 2001
  • In this paper, we designed a downconverter for K-band satellite multipoint distribution service(SMDS). The designed downconverter consists of a low noise amplifiers, bandpass filter, stable local oscillator, drain mixer and If Amplifiers. Low noise amplifiers show 28㏈ gain and 1.5㏈ noise figure in the frequency range of 19.2㎓~20.2㎓, and a band pass filter has a -l㏈ insertion loss, and 18.25㎓ Stable local oscillator which is dielectric resonant oscillation, We obtained that the output power of the 18.25㎓ oscillation frequency is 0.5㏈m and the phase noise is the -84.67㏈c at 10KHz offset frequency. With the input RF signal the 19.2㎓~20.2㎓, conversion gain of the drain mixer shows 5㏈ at the Intermediate frequency range of 950MHz~1950MHz. We have proved that the designed downconverter satisfied the specification of a K-band satellite multipoint distribution service and it can be applied to the satellite internet receiver.

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