• Title/Summary/Keyword: function analysis

Search Result 18,185, Processing Time 0.059 seconds

Effectiveness of Exercise Therapy on Physical Function in Patients With Ankylosing Spondylitis: Systemic Review and Meta-Analysis (강직성 척추염 환자의 신체기능에 대한 운동치료의 효과: 체계적 고찰과 메타분석)

  • Shim, Jae-Hun
    • Physical Therapy Korea
    • /
    • v.16 no.3
    • /
    • pp.50-59
    • /
    • 2009
  • The aim of the study was to evaluate the effectiveness of exercise therapy on physical function of patients with anklyosing spondylitis (AS) through the systemic review and meta-analysis. The 54 studies were identified from computerized search of published researches on PubMed, Embase, CINAHL, PEDro, KISS, KERIS database until February, 2008 and review of reference lists. The main search terms were the combination "ankylosing spondylitis", "exercise", "spondyloarthropathy and exercise", "ankylosing spondylitis and physical therapy". The subgroup analysis was performed by the publication year, quality score, type of disease, content of intervention, intervention provider, type of intervention, method of intervention, intervention period and the point of outcome measured. Two reviewers independently selected trials for inclusion, assessed the quality and extracted the data. The result was as follows: The 10 trials were eligible for inclusion criteria, then the systematic review and meta-analysis was assessed on effectiveness of exercise therapy. The meta-analysis of 10 studies based on the random effect model showed that the exercise therapy was beneficial in treating the diseases (effect size .55; 95% confidence interval -.3.75~.61). The findings suggest that the exercise therapy would be appropriate to manage the physical function of AS with evidence based on Meta-analysis. Therefore, the exercise therapy supervised by physical therapist should be recognized as the essential approach to manage the AS and necessarily recommended to improve physical function.

  • PDF

Content Analysis on Rural Multi-Functionality Published Language Textbooks in Elementary.Middle.High School (초.중.고 국어교과서에 나타난 농업.농촌 다원적 기능 교육 내용 분석)

  • Kim, Eun-Ja;Im, Chil-Seong;Kim, Young;Rhee, Sang-Young
    • The Korean Journal of Community Living Science
    • /
    • v.19 no.4
    • /
    • pp.619-640
    • /
    • 2008
  • The objective of this study is to promote alternative plans on the prejudiced and distorted parts in school textbooks in the aspect of multi-functionality of agriculture and rural community. This was done through analysis of the contents in 44 kinds of schoolbooks in Korean language (30 of elementary school, 12 of middle school and 2 of high school). This will lead to promote the understanding about the multi-functionality and form the proper value system related to agriculture and rural community for children and juveniles using schoolbooks. A content analysis which is a research tool to classify all contents of materials containing the properties to become the object of interest in a systematic way, was employed to examine to what extent the contents on agriculture and rural community were reflected in the textbooks for elementary school, middle school and high school. The content analysis was done in two categories, namely; application method and function view. Application method had four types of texts, cases, figures pictures, and activities, while function view emphasized the relevance for the multi-functionality of agriculture and rural community (i.e., function of environment preservation, function of rural scenery and rural traditional culture conservation, function of maintenance and development of local society, and function of food security). The results of application method in elementary school showed that the textbook of the second-year class having a large amount of figures pictures related to agriculture and rural community, had the highest frequency in all six grades. In the function view, the environment preservation function was most abundant among a variety of multi-functionalities. In middle school, the average frequency had shown a rapid decrease. However, the function of environment preservation in the function view and the texts by application method were most frequent. in the first-year class. In high school, however, any mention related to agriculture and rural community was not made, in spite of the fact that the ten parts of textbook contained a lot of contents with a reasonable level. Based on the results of content analysis, findings and recommendations by part in textbooks for elementary school, middle school and high school have been drawn, and several examples for the content development to be included in the textbooks were listed.

  • PDF

Reliability Prediction of Satellite by Function Analysis (기능분석을 통한 인공위성의 신뢰도 예측)

  • Yoo, Ki-Hoon;Kim, Gi-Young;Ahn, Yeong-Gi;Cha, Dong-Won;Shin, Goo-Hwan;Kim, Dong-Guk;Chae, Jang-Soo;Jang, Joong-Soon
    • Journal of Applied Reliability
    • /
    • v.15 no.1
    • /
    • pp.44-51
    • /
    • 2015
  • In this study, we propose reliability prediction of a satellite by function analysis. To do so, the intended functions of the satellite are derived from using function structure block diagram, and defined as main, sub, and detailed functions. Furthermore, in order to generate function and reliability structure table, reliability model rule, duty cycle, and types of switch are assigned to the classified functions. This study also establishes reliability block diagram and mathematical reliability models to schematize the relationship among the functions. The reliability of the classified function is estimated by calculating the failure rate of parts comprising them. Finally, we apply the proposed method to a small satellite as a case study. The result shows that the reliability for the detailed function and the sub function as well as the main function could be predicted quantitatively and accurately by the proposed approach.

Masking Exponential-Based Neural Network via Approximated Activation Function (활성화 함수 근사를 통한 지수함수 기반 신경망 마스킹 기법)

  • Joonsup Kim;GyuSang Kim;Dongjun Park;Sujin Park;HeeSeok Kim;Seokhie Hong
    • Journal of the Korea Institute of Information Security & Cryptology
    • /
    • v.33 no.5
    • /
    • pp.761-773
    • /
    • 2023
  • This paper proposes a method to increase the power-analysis resistance of the neural network model's feedforward process by replacing the exponential-based activation function, used in the deep-learning field, with an approximated function especially at the multi-layer perceptron model. Due to its nature, the feedforward process of neural networks calculates secret weight and bias, which already trained, so it has risk of exposure of internal information by side-channel attacks. However, various functions are used as the activation function in neural network, so it's difficult to apply conventional side-channel countermeasure techniques, such as masking, to activation function(especially, to exponential-based activation functions). Therefore, this paper shows that even if an exponential-based activation function is replaced with approximated function of simple form, there is no fatal performance degradation of the model, and than suggests a power-analysis resistant feedforward neural network with exponential-based activation function, by masking approximated function and whole network.

Analysis on Economies of Scale in Offshore Fishery Using a Translog Cost Function (초월대수비용함수를 이용한 근해어업의 규모의 경제성 분석)

  • Shin, Yongmin;Sim, Seonghyun
    • Ocean and Polar Research
    • /
    • v.39 no.1
    • /
    • pp.61-71
    • /
    • 2017
  • This study estimates the cost function through offshore fishery cost data and analyzed the economies of scale of Korea's offshore fishery. For the estimation of the cost function, translog cost function was used, and the analysis implemented the panel analysis of the panel data. Also, annual economies of scale of the offshore fishery and economies of scale of 14 offshore fisheries in 2015 were analyzed using translog cost function coefficient estimation. The analysis result of economies of scale of Korea's offshore fishery showed that with the exception of 2003, economies of scale exist in all periods of time. However, as it almost reaches the minimum efficient scale, it was revealed that further scale expansion will bring inefficiency. Thus, according to the analysis result, Korea's offshore fishery requires a scale reduction policy rather than scale expansion policy, and this seems to coincide with the current government's fishery reconstruction policy and its practice such as the fishing vessel buyback program. The analysis result of economies of scale of each offshore fishery in 2015 showed that economies of scale of each offshore fishery exists with the exception of five trawl fisheries such as large pair-trawl and large otter trawl and large purse seines. This strongly suggests that the five fisheries and Large Purse Seines with non performing economies of scale need urgent scale reduction and should be the first target for the government's fishery reconstruction policy.

Estimation of Leak Frequency Function by Application of Non-linear Regression Analysis to Generic Data (비선형 회귀분석을 이용한 Generic 데이터 기반의 누출빈도함수 추정)

  • Yoon, Ik Keun;Dan, Seung Kyu;Jung, Ho Jin;Hong, Seong Kyeong
    • Journal of the Korean Society of Safety
    • /
    • v.35 no.5
    • /
    • pp.15-21
    • /
    • 2020
  • Quantitative risk assessment (QRA) is used as a legal or voluntary safety management tool for the hazardous material industry and the utilization of the method is gradually increasing. Therefore, a leak frequency analysis based on reliable generic data is a critical element in the evolution of QRA and safety technologies. The aim of this paper is to derive the leak frequency function that can be applied more flexibly in QRA based on OGP report with high reliability and global utilization. For the purpose, we first reviewed the data on the 16 equipments included in the OGP report and selected the predictors. And then we found good equations to fit the OGP data using non-linear regression analysis. The various expectation functions were applied to search for suitable parameter to serve as a meaningful reference in the future. The results of this analysis show that the best fitting parameter is found in the form of DNV function and connection function in natural logarithm. In conclusion, the average percentage error between the fitted and the original value is very small as 3 %, so the derived prediction function can be applicable in the quantitative frequency analysis. This study is to contribute to expand the applicability of QRA and advance safety engineering as providing the generic equations for practical leak frequency analysis.

Influence Analysis in Selecting Discriminant Variables

  • Jung, Kang-Mo;Kim, Myung-Geun
    • Journal of the Korean Statistical Society
    • /
    • v.30 no.3
    • /
    • pp.499-509
    • /
    • 2001
  • We investigate the influence of observations on a test of additional information about discrimination using the influence function and the derivative influence measures. the influence function for the test statistic is derived and this sample versions are used for influence analysis. The derivative influence measures for the test statistic under a perturbation scheme are derived. It will be seen that the influence function method and the derivative influence measures yield the same result. Furthermore, we will derive the relationships between the influence function and the derivative influence measures when the sample size is large. an illustrative example is given and we will compare the results provided by the influence function method and the derivative influence measures.

  • PDF

Child Maltreatment and Resilience : Mediating Effects of Cognitive Function and Social Support (아동학대와 탄력성의 관계에서 인지기능과 사회적 지지의 매개효과)

  • Ju, So-Young;Lee, Yanghee
    • Korean Journal of Child Studies
    • /
    • v.29 no.3
    • /
    • pp.127-156
    • /
    • 2008
  • This study aimed to verify the mediating effects of cognitive function and social support and to establish a structural relationship between child maltreatment and resilience in school-age children (n=357) taken in by child protection service. In the first model (linear arrangement), each protective factor mediates independently between maltreatment and resilience; in the second model (arrangement in due order), cognitive function has mediating effects prior to social support. Analysis of data included descriptive statistics, Cronbach's a, confirmatory factor analysis, and structural equation modeling. Results of the first model showed indirect effects of cognitive function and social support. Results of the second model significantly affirmed that the mediators, cognitive function and social support, diminish negative effects of maltreatment by bolstering resilience.

  • PDF