• Review of KIISC
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• v.32 no.4
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• pp.61-69
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• 2022

C/C++에는 다수의 메모리 취약점이 존재하며 ASan은 낮은 오버헤드와 높은 탐지율로 이러한 메모리 취약점을 탐지하기 위해 광범위하게 사용되고 있다. 그러나 상용 프로그램 중 다수는 메모리를 효율적으로 사용하기 위해 Custom Memory Allocator(CMA)를 구현하여 사용하며, ASan은 이러한 CMA로부터 파생된 버그를 대부분 탐지하지 못한다. 이를 극복하기 위해 본 연구에서는 LLVM IR 코드를 RNN 신경망에 학습하여 CMA를 탐지하고, ASan이 CMA를 식별할 수 있도록 수정하여 CMA로부터 파생된 메모리 취약점을 탐지할 수 있는 도구인 CMASan을 제안한다. ASan과 CMASan의 성능 및 CMA 관련 취약점의 탐지 결과를 비교·분석하여 CMASan이 낮은 실행시간 및 적은 메모리 오버헤드로 ASan이 탐지하지 못하는 메모리 취약점을 탐지할 수 있음을 확인하였다.

• Journal of the Korea Convergence Society
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• v.11 no.8
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• pp.63-70
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• 2020

This study was designed to test the convergence effectiveness of virtual reality programs for patients with stroke by using meta-analysis. Based on the PICOS criteria, we searched domestic literature and selected the final 9 studies in relation to 'stroke' and 'virtual reality programs'. Evaluation of the risk of bias in individual studies was conducted using evaluation tools according to the design of each study. The effect size of the meta-analysis was calculated using CMA program. The mediating effect analysis was conducted by sub-group analysis and meta-regression analysis. The overall effect size of the virtual reality program on the activities of daily living ability was Hedges's g=0.302(95% CI: 0.064~0.540), Therefore, virtual reality programs can increase the activities of daily living in stroke patients and have a positive impact on the medical industry that the convergence of virtual reality industry and healthcare industry.

• Journal of the Korea Convergence Society
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• v.10 no.10
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• pp.161-171
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• 2019

This study aims the meta analysis based on the results of the empirical studies related to Job of life-long educators who are working in life-long education center, and the relationship between variables. In order to deliver this objective, articles published in domestic journals from December 2000 to April 2019 were collected, and total of 14 studies and 170 sub data were coded. With those data, the meta-analysis was executed by CMA(Comprehensive Meta Analysis) 3.0 program. The results of this meta-analysis study are as follows. First, the overall effect size associated with Job of life-long educators was 0.767, indicating between medium and large effect size. Second, the effect sizes of dependent variables that are influenced by job of life-long educators were Organization immersion, Job performance, Job satisfaction, and Job stress in order. Third, the effect size of Individual focus variables study was almost twice as big as that of mutual relation focus variables. The implications of this study were suggested based on the analysis results to provide the directivity about how we consider life-long educators related to their job.

• Journal of the Korea Convergence Society
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• v.12 no.8
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• pp.345-356
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• 2021

The aims of this study is to analysis the effects of obese management program for obese young adults. Nineteen studies were included for meta-analysis and SIGN was used for quality assessment. Effect size was analyzed by CMA 3.0 and Revman 5.4. Overall effect size on obese program was big (d=-0.91) and high heterogeneity (I²=81%). BMI (d=-0.83) and body fat (d=-0.93) shown the big effect size and TG (d=-0.76) and LDL (d=-0.59) were medium effect size among the studies that used dependent variables. Intervention with aerobic and combination exercise, middle and high exercise intensity, over 1 hour exercise were effective. Based on current findings, obesity management programs have significant effects for young adults.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.21 no.8
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• pp.429-439
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• 2020

This study examined the effect size of virtual reality programs on the upper extremity function of stroke patients through a meta-analysis. Databases, such as the Research Information Sharing Service, the Korean Studies Information Service System, the National Library of Korea, the Korean Citation Index, and the National Digital Science Library, were used. Previous articles were surveyed for virtual reality programs between January 2010 and June 2019. A meta-analysis was performed by selecting the final 14 studies based on the PICO standard. The RoB and RoBANS tools were used as quality assessment tools for randomized and non-randomized control trials, respectively. The CMA 3.0 program was used to calculate the effect size of each study. Sub-group analysis, meta-regression analysis, and publication bias were performed. The total effect size of the virtual reality programs on the upper extremity function was Hedges's g=0.390 (95% CI: 0.192~0.587) (p<.05). The virtual reality program positively affects the upper extremity function of stroke patients. Therefore, the development of various virtual reality programs and industry-academia cooperation technology for stroke patients is required in accordance with the fourth industry. Randomized control trials and detailed upper extremity function studies for virtual reality programs will be needed in follow-up studies.

• 재활복지
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• v.20 no.3
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• pp.83-104
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• 2016

The purpose of this study was to identify improvement in locomotor skills by physical activity programs. Method of this study indicates that the current literature (2004-2015) were reviewed and the data from 24 studies with 518 disabled children were analyzed by using CMA3 (Comprehensive Meta-Analysis ver.3) program. Analyzing the data of the primary studies included gender, age, type of disabilities, duration of the physical activity program intervention(weeks, session per week, minutes per session), run, gallop, hop, leap, horizontal jump, and slide. For sensitivity analysis, publication bias and outlier were reviewed. Results of analysis indicates that the overall effect size of improvement in locomotor skills by physical activity programs was 1.143. There were large effect size in categorical analyses. Autistic spectrum among type of disabilities was 1.697 and run among 6 of locomotor skills was 1.019. 8~10 aged was 0.920 and the intervention of 100~120minutes(1.261)per session, 3sessions(1.078) per week, 16~20(1.587)weeks was found to be more larger than the others. In conclusion, improvement in locomotor skills by program participation showed that treated group was 37% more effective than control group.

• Journal of Family Relations
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• v.21 no.2
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• pp.3-23
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• 2016

Objectives: The purpose of this study is to conduct a meta-analysis of results of death education program implemented with a wide range of learners from preschoolers to the elderly and use the findings to suggest effect sizes of the intervention program, variables, and measurement tools and activity elements of the variables. Method: Among preceding studies conducted domestically until 2015, 21 studies that meet the meta-analysis criteria were selected and analyzed using CMA(Comprehensive Meta-Analysis 3.0 version). Results: The findings are as follows. The overall average effect size was rather large at 0.997. Reviewing by research subject group, victims of domestic violence indicated the largest effect size(2.381). As for variables, death awareness showed the largest effect size(2.908). In terms of activity elements, the largest effect size for total number of sessions was 16 sessions (4.972), while that for per week sessions was 2 sessions/week (2.327). With effect size for activity hours largest at 30 minutes(5.365) followed by 108 minutes(2.381) and 360 minutes(1.607), it was found that there is no positive relationship between activity time and effect size. In terms of publication type, effect size of academic journal paper was 1.107 while that of thesis or dissertation was 0.894, indicating that academic journal papers are relatively highly effective. Conclusions: The present study is meaningful in that it provides baseline data applicable to program development and implementation by verifying the effectiveness of domestically implemented death education programs and variables relevant to such programs.

• The Journal of the Korea Contents Association
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• v.18 no.1
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• pp.551-560
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• 2018

The purpose of this study was to examine the effectiveness of drama program for early children by using method of meta-analysis. For the purpose of the study, master's theses, doctoral dissertations, and journal articles published in Korea up to April, 2017 were systematically reviewed. As a result, a total of 39 studies were eligible for the inclusion criteria. The mean effect sizes and test for homogeneity of effect size(Q-statistic) were analyzed by using Comprehensive Meta-Analysis software 2.0. The main findings of the study were as follows. First, the average effect sizes for drama program were ES=1.922 of verbal expression, ES=1.898 of emotional intelligence, ES=1.558 of creativity, ES= 1.292 of sociability. Second, by analysing the moderate variables of the effect size for drama program, 'age' of verbal expression, creativity and sociability, 'sessions' of verbal expression were statistically significant. Based on the study results, the research and practice implications were discussed.

• The Journal of the Korea Contents Association
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• v.16 no.12
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• pp.530-538
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• 2016

This study was to examine the effectiveness of Strengths-Focused Group Program in Korea by using method of Meta-analysis. For the purpose of the study, master's theses, doctoral dissertations, and journal articles published in Korea up to August, 2016 were systematically reviewed. As a result, a total of 25 studies were eligible for the inclusion criteria. The mean effect sizes and test for homogeneity of effect size(Q-statistic) were analyzed by using Comprehensive Meta-Analysis software 2.0. The main findings of the study were as follows. First, the average effect sizes for Strengths-Focused Group Program were ES=1.400 of Psychological Wellbeing, ES= 1.104 of School Adjustment, ES= 0.908 of Self-Esteem. Second, the moderate variables of the effect size for Strengths-Focused Group Program was 'age' of ' a characteristic of the program', and 'the major of group leader'. Based on the study results, the research and practice implications were discussed.

• The Journal of the Korea Contents Association
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• v.22 no.7
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• pp.361-369
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• 2022

The purpose of this study was to review the effectiveness of drama program for the people with developmental disabilities in Korea by using method of meta-analysis. At first, master's theses, doctoral dissertations, and journal articles published in Korea up to January, 2022 were reviewed. Resultingly a total of 13 studies were eligible base upon the inclusion criteria. The mean effect sizes and test for homogeneity of effect size (Q-statistic) were analyzed by using Comprehensive Meta-Analysis Software 2.0. The main findings of this study are as follows. First, the average effect sizes for drama program for people with developmental disabilities were ES= 0.8335 for sociality, ES= 0.6512 of self-expression. Second, by analysing the moderate variables of the effect size for drama program for people with developmental disabilities, 'age', 'the number of session' 'the type of drama program', 'the major of drama director' were statistically significant. The research and practice implications of drama programs for people with developmental disabilities in Korea were suggested.