• Title/Summary/Keyword: statistical response evaluation

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A Study on the Impact of Business Continuity Management System (BCMS) on Disaster Management Performance and Disaster Site Response (사업연속성경영시스템(BCMS)이 재난관리 성과와 재난현장 대응에 미치는 영향에 관한 연구)

  • Jae-Sung Shin;Chong-Soo Cheung
    • Journal of the Society of Disaster Information
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    • v.20 no.2
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    • pp.430-439
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    • 2024
  • Purpose: The purpose of this study is to analyze the impact of seven sub-components of the business continuity management system(BCM) on disaster management performance and disaster site response. Method: After establishing a hypothesis through prior research and conducting a survey of employees of telecommunication business organizations, a total of 327 pieces of data were gathered and the hypothesis was verified through statistical analysis. Result: First, the leadership, planning, support, operation, and performance evaluation of the business continuity management system were found to have a positive (+) impact on disaster management performance. Second, leadership, planning, support, operation, performance evaluation and improvement were found to have a positive (+) impact on disaster scene response. Conclusion: The business continuity management system was confirmed to have an overall significant impact on disaster management performance and disaster site response. In order to improve a company's disaster management performance and ability to respond to disaster scenes, it is necessary to establish and operate a business continuity management system.

An in vivo electromyographic evaluation of pain relief using different therapies in masticatory myalgia patients

  • Balakrishnan, Parvathi K.;Kumar, Sowmya M.;Chippala, Purushotham;Hegde, Chethan
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • v.46 no.5
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    • pp.321-327
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    • 2020
  • Objectives: This study is aimed to evaluate and compare the effect of moist heat fomentation therapy with ultrasound therapy in patients with the masticatory myalgia. Materials and Methods: The study was conducted on 42 patients with masticatory myalgia, dividing them into two groups; Group A (21 patients), received moist heat therapy and Group B (21 patients), received ultrasound therapy for seven effective days. Prior and after the treatment the numeric rating scale (NRS) and the electromyography (EMG) scores were recorded and compared. The observations were analyzed clinically and statistical support was taken to assess the NRS and EMG data. Results: Irrespective of the groups, patients testified a significant reduction in pain after the treatment. From the EMG readings; even though the standard deviation for each group was varied considerably, EMG recorded an improved muscle activity. Statistical analysis was used to assess and identify the best treatment methodology between the two modalities. Conclusion: From the statistical analysis, it is concluded that, though both the therapies had significantly reduced the symptomatic response, it is moist heat fomentation that improved muscle activity both statistically and clinically in comparison to ultrasound.

Statistical Analysis of Clustered Interval-Censored Data with Informative Cluster Size (정보적군집 크기를 가진 군집화된 구간 중도절단자료 분석을 위한결합모형의 적용)

  • Kim, Yang-Jin;Yoo, Han-Na
    • Communications for Statistical Applications and Methods
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    • v.17 no.5
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    • pp.689-696
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    • 2010
  • Interval-censored data are commonly found in studies of diseases that progress without symptoms, which require clinical evaluation for detection. Several techniques have been suggested with independent assumption. However, the assumption will not be valid if observations come from clusters. Furthermore, when the cluster size relates to response variables, commonly used methods can bring biased results. For example, in a study on lymphatic filariasis, a parasitic disease where worms make several nests in the infected person's lymphatic vessels and reside until adulthood, the response variable of interest is the nest-extinction times. Since the extinction times of nests are checked by repeated ultrasound examinations, exact extinction times are not observed. Instead, data are composed of two examination points: the last examination time with living worms and the first examination time with dead worms. Furthermore, as Williamson et al. (2008) pointed out, larger nests show a tendency for low clearance rates. This association has been denoted as an informative cluster size. To analyze the relationship between the numbers of nests and interval-censored nest-extinction times, this study proposes a joint model for the relationship between cluster size and clustered interval-censored failure data.

Evaluation of CAPTCHA Efficiency

  • Youthasoontorn, Passzarkorn;Phaibulpanich, Akarin;Piromsopa, Krerk
    • Journal of Information Technology Applications and Management
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    • v.22 no.3
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    • pp.55-64
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    • 2015
  • We propose statistical methods for evaluating the efficiency of CAPTCHA. Most people unfairly assumed that machines are not capable at reading precisely. This fact leads to the invention of CAPTCHA, a distorted word or short phase, which is designed to thwart computers and separate human from machines. However, advances in image recognition technologies mean that machines are constantly getting better at recognizing CAPTCHA. This forces CAPTCHA designers to design even more difficult CAPTCHAs to prevent their systems from being gamed by malicious bots. However, this arm race has an unintended side effect on the common users. Many CAPTCHAs are now so hard that many people are unable to read them. This obviously conflicts with the original purpose that CAPTCHA was invented in the first place. Our analysis shows that some CAPTCHAs are more users friendly. In particular, Yahoo-style CAPTCHA is the most friendliness. This suggests that a good CAPTCHA could be a simple text with some distortion that prevents machines from correctly segmenting characters.

Formulation Optimization of Melon Jam (멜론잼의 재료 혼합 비율의 최적화)

  • Kim, BokHwa
    • Culinary science and hospitality research
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    • v.23 no.5
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    • pp.67-76
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    • 2017
  • This study investigated the quality characteristics of melon jam with RSM. The melon jam was prepared with 50~65% sugar, 0.5~2.0% pectin, and 0.1~0.5% citric acid. Sugar and pectin caused the increase in sweetness, Hunter's colorimetric characteristics (a, b), and firmness. Citric acid caused decrease in pH, sweetness, firmness. Sensory evaluation results showed that preferences for the melon jam increased as sugar, pectin, and citric acid approached their optimum values and then decreased as they exceeded optimum levels. Consequently, the proposed optimum levels in the ingredient formulation for manufacture of the standard melon jam were 59.0% sugar, 1.4% pectin, and 14.9% citric acid, as based on both numerical and graphic statistical analyses. Ultimately, this study was expected to contribute to the commercialization of melon jams of high quality.

The Correlation between the Affective Responses and Residents' Satisfaction in Apartment Housing Estates (아파트 주거환경의 감성적 반응과 주거만족도의 상관성 연구)

  • 정준현;이윤정
    • Journal of the Korean housing association
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    • v.15 no.1
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    • pp.121-128
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    • 2004
  • The purpose of this study is to investigate the correlation between the affective responses and residents' satisfaction in apartment housing estates. This study was conducted to empirically identify the effect of physical contents of apartment buildings on the affective response and satisfaction of residents. The area for evaluation was limited to four apartment buildings in Daegu, and the subjects for evaluation were also limited to a group of residents living at the four apartment buildings. The correlation between the satisfaction with the physical elements of each apartment and the affective factors was analyzed. The analysis showed that there was mostly a statistically significant negative correlation. This result also suggests that the satisfaction with the physical elements may vary depending on the affective attitude. SPSSWIN, a statistical program was used for analysis.

Discrete-Time Analysis of Throughput and Response Time for LAP Derivative Protocols under Markovian Block-Error Pattern (마르코프 오류모델 하에서의 LAP 계열 프로토콜들의 전송성능과 반응시간에 대한 이산-시간 해석)

  • Cho, Young-Jong;Choi, Dug-Kyoo
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.11
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    • pp.2786-2800
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    • 1997
  • In this paper, we investigate how well the channel memory (statistical dependence in the occurrence of transmission errors) can be used in the evaluation of widely used error control schemes. For this we assume a special case named as the simplest Markovian block-error pattern with two states, in which each block is classified into two classes of whether the block transmission is in error or not. We apply the derived pattern to the performance evaluation of the practical link-level procedures, LAPB/D/M with multi-reject options, and investigate both throughput and user-perceived response time behaviors on the discrete-time domain to determine how much the performance of error recovery action is improved under burst error condition. Through numerical examples, we show that the simplest Markovian block-error pattern tends to be superior in throughput and delay characteristics to the random error case. Also, instead of mean alone, we propose a new measure of the response time specified as mean plus two standard deviations 50 as to consider user-perceived worst cases, and show that it results in much greater sensitivity to parameter variations than does mean alone.

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Dynamic Response based Reliability Analysis of Structure with Passive Damper - Part 1: Assessment of Member Failure Probability (수동형 댐퍼를 장착한 구조물의 동적응답기반 신뢰성 해석 - 제1편: 부재별 파괴확률 산정)

  • Kim, Seung-Min;Ok, Seung-Yong
    • Journal of the Korean Society of Safety
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    • v.31 no.4
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    • pp.90-96
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    • 2016
  • This study proposes a dynamic reliability analysis of control system as a method of quantitative evaluation of its performance in probabilistic terms. In this dynamic reliability analysis, the failure event is defined as an event that the dynamic response of the structural system exceeds a displacement limit, whereas the conventional reliability analysis method has limitations that do not properly assess the actual time history response of the structure subjected to dynamic loads, such as earthquakes and high winds, by taking the static response into account in the failure event. In this first paper, we discuss the control effect of the viscous damper on the seismic performance of the member-level failure where the failure event of the structural member consists of the union set of time-sequential member failures during the earthquake excitations and the failure probability of the earthquake-excited structural member is computed using system reliability approach to consider the statistical dependence of member failures between the subsequent time points. Numerical results demonstrate that the proposed approach can present a reliable assessment of the control performance of the viscous damper system in comparison with MCS method. The most important advantage of the proposed approach can provide us more accurate estimate of failure probability of the structural control system by using the actual time-history responses obtained by dynamic response analysis.

Effects of Character Strengths on Psychological Characteristics and Work Ethics of Hanwoo Managers: Gyeongnam and Gyeongbuk Areas (성격 강점이 한우경영인들의 심리특성과 직업의식에 미치는 영향: 경남과 경북지역을 중심으로)

  • Baek, Yu-Mi;Choi, In-Hag
    • Journal of Environmental Science International
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    • v.22 no.6
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    • pp.779-785
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    • 2013
  • To examine the psychological characteristics and work ethics of Hanwoo managers, we selected 26 of the 50 managers who took part in this study to avoid unreliable response and non-description from the questionnaire. The core results of this study were the following: First, cronbach's ${\alpha}$ reliability with highest domain in this study were obtained from character strengths (.938), followed by job satisfaction (.841), internal evaluation (.799), and external evaluation (.739). Second, for perception and attitude of Hanwoo management, the correlation between job satisfaction and internal evaluation (P<0.05) was observed. Management satisfaction showed higher for intermediate group and subgroup and lower satisfaction for the top group. Third, there were statistical differences (P<0.05) in ten character strengths (curiosity, judgment, creativity, social intelligence, wisdom, honesty, optimism, responsibility, humor, and passion) according to group satisfaction. Ten character strengths were lower in creativity (7.14) and higher in responsibility (8.57) in comparison with other items for the top group. In conclusion, these results suggest that character strengths are beneficial to improve Hanwoo management on psychological characteristics and work ethics of managers.

Study on Statistical Method for Objective Evaluation of Tunnel Portal Slopes (객관적인 터널 갱구사면 평가를 위한 통계기법 연구)

  • Kwon, O-Il;Baek, Yong;Na, Jong-Hwa;Seo, Yong-Seok;Kim, Gyo-Won
    • Proceedings of the Korean Geotechical Society Conference
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    • 2006.03a
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    • pp.634-643
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    • 2006
  • This study was intended to develop a high reliable technique by statistically processing on-site data with a general linear model, providing the basic data for construction, analysis of stability and establishment of maintenance measures for tunnel portal slopes in the future. This study evaluated the stability of a tunnel portal slope using a quantified technique, which is based on a general linear model. The important scores of each independent variable were allocated by using the ranges of the quantified values, based on the predicted coefficient of regression and the scores for categories of each independent variable were allocated so that those are equally spaced. The quantification model obtained from the results of evaluating the total data used for the quantification process provided precise results. In addition, it is expected that a more detail subdivision of response variables and sufficient data would produce a better stability evaluation standard.

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