• Title/Summary/Keyword: context analysis

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A guideline for the statistical analysis of compositional data in immunology

  • Yoo, Jinkyung;Sun, Zequn;Greenacre, Michael;Ma, Qin;Chung, Dongjun;Kim, Young Min
    • Communications for Statistical Applications and Methods
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    • v.29 no.4
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    • pp.453-469
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    • 2022
  • The study of immune cellular composition has been of great scientific interest in immunology because of the generation of multiple large-scale data. From the statistical point of view, such immune cellular data should be treated as compositional. In compositional data, each element is positive, and all the elements sum to a constant, which can be set to one in general. Standard statistical methods are not directly applicable for the analysis of compositional data because they do not appropriately handle correlations between the compositional elements. In this paper, we review statistical methods for compositional data analysis and illustrate them in the context of immunology. Specifically, we focus on regression analyses using log-ratio transformations and the alternative approach using Dirichlet regression analysis, discuss their theoretical foundations, and illustrate their applications with immune cellular fraction data generated from colorectal cancer patients.

A Study on The Motivation of Chinese University Students to Exercise in The Context of COVID-19 and The Impact of a Healthy Lifestyle on Their Willingness to Continue Exercise

  • Park, Sunmun;Yang, Fangfang
    • International Journal of Advanced Culture Technology
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    • v.10 no.3
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    • pp.244-252
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    • 2022
  • In order to find out the factors influencing students' willingness to continue exercise and increase their willingness to continue exercise, I conducted an investigation on Chinese college students' motivation to exercise and to improve their healthy lifestyle. Through a questionnaire survey of 312 Chinese university students, the motivation of sports participation, the promotion of healthy lifestyle and the willingness to continue exercise were measured. The questionnaire data were collected from November 2021 to January 2022. The questionnaires were collected and processed by SPSS, and the analysis methods were frequency analysis, reliability analysis and linear regression analysis. The results show that there is a significant relationship between the motivation of exercise and the healthy lifestyle of Chinese college students and the persistence intention, and the limitations of this study and suggestions for future research are discussed.

Thermal buckling analysis of metal-ceramic functionally graded plates by natural element method

  • J.R., Cho
    • Structural Engineering and Mechanics
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    • v.84 no.6
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    • pp.723-731
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    • 2022
  • Functionally graded materials (FGMs) have been spotlighted as an advanced composite material, accordingly the intensive studies have focused on FGMs to examine their mechanical behaviors. Among them is thermal buckling which has been a challenging subject, because its behavior is connected directly to the safety of structural system. In this context, this paper presents the numerical analysis of thermal buckling of metal-ceramic functionally graded (FG) plates. For an accurate and effective buckling analysis, a new numerical method is developed by making use of (1,1,0) hierarchical model and 2-D natural element method (NEM). Based on 3-D elasticity theory, the displacement field is expressed by a product of 1-D assumed thickness monomials and 2-D in-plane functions which are approximated by NEM. The numerical method is compared with the reference solutions through the benchmark test, from which its numerical accuracy has been verified. Using the developed numerical method, the critical buckling temperatures of metal-ceramic FG plates are parametrically investigated with respect to the major design parameters.

Work Productivity Analysis of High-performance PC Slab Installation

  • Shin, Young-su;Cho, Kyuman;Cho, Chang-geun
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.616-617
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    • 2015
  • Demand is increasing for large, high-rise, and complex buildings, which is leading to advances in the development of high-performance structural systems. In this context, precast concrete (PC) technology has received a large amount of attention owing to its benefits in terms of schedule reduction, high quality, and easy installation. In addition, advanced methodologies that improve the PC performance by the addition of various materials have recently been reported. Research on analyzing the effects of such high-performance PC on the construction process and productivity is very limited. This makes it difficult for decision-makers to apply PC to particular projects. Thus, the aim of this research was to analyze the work productivity of the high-performance PC slab installation process by using a construction simulation tool to resolve critical issues. In this study, a real construction project that adopted PC slab installation work was analyzed, and a sensitivity analysis was performed to confirm the reliability of the analysis results.

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Examining the Relationship among Organizational Justice, Athlete Satisfaction, Team Commitment, and Organizational Citizenship Behavior in College Athletes

  • Keunsu HAN;Jaehyun HA
    • Journal of Sport and Applied Science
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    • v.8 no.1
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    • pp.1-10
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    • 2024
  • The purpose of this study was to examine the structural relationship among organizational justice, athlete satisfaction, team commitment, and organizational citizenship behavior toward college athletes. To achieve this purpose, this study employed a convenience sampling method via a questionnaire dissemination. A total of 285 responses were collected from college athletes. Among those, 21 responses were excluded as they were not completed, leaving 264 usable data. The data was computed in SPSS 28.0 and AMOS 28.0, and analyzed with correlation analysis, reliability analysis, confirmatory factor analysis, and structural equation modeling analysis. Overall, organizational justice had a positive influence on athlete satisfaction, team commitment, and organizational citizenship behavior. Athlete satisfaction had a positive influence on team commitment and organizational citizenship behavior. However, there was no relationship between team commitment and organizational citizenship behavior. These findings provided empirical foundational data on the impact of organizational justice on psychological and behavioral outcomes and the overall efficiency and effectiveness of organizations, with a focus on college athletes who played a central role in the context of college sports setting.

Qualitative Research Investigating Patterns of Health Care Behavior among Korean Patients with Chronic Hepatitis B (B형 간염 환자의 건강관리 양상 탐색을 위한 질적 연구)

  • Yang, Jin-Hyang;Cho, Myung-Ok;Lee, Hae-Ok
    • Journal of Korean Academy of Nursing
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    • v.39 no.6
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    • pp.805-817
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    • 2009
  • Purpose: This ethnograpy was done to explore patterns of health care behavior in patients with chronic health problems. Methods: The participants were 15 patients with chronic hepatitis B and 2 family members. Among the patients 4 had progressed to liver cirrhosis and liver cancer. Data were collected from iterative fieldwork in a department of internal medicine of I hospital. Data were analyzed using text analysis and taxonomic methods. Results: Illness and disease, relationship between health care givers and clients, and communication patterns between health professions and clients were discussed as the context of health care behavior. Health care behavior of the participants was categorized by its focus: every day work centered, body centered, organ centered, and pathology centered. Conclusion: Participants' health care behavior was guided by folk health concept and constructed in the sociocultural context. Folk etiology, pathology, and interpretation of one's symptoms were influencing factors in illness behavior. These findings must be a cornerstone of culture specific care for the chronic diseases.

Linguistic and Educational Factors Affecting TOEFL Scores: Focusing on Three OECD Countries in EFL contexts

  • Lee, Young-Hwa;Kim, Seon-Jae
    • International Journal of Contents
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    • v.6 no.2
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    • pp.33-40
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    • 2010
  • This study aims at investigating the linguistic and educational factors affecting TOEFL scores, focusing on three OECD countries, Korea, Japan, and Finland. The data comprise document analysis on curriculums, websites, and literature. The findings reveal that the number of Korean test-takers and their TOEFL scores gradually increased year by year. Finnish test-takers consistently gained greatly high scores, and Japanese examinees showed the lowest scores. The languages Korean, Japanese, and Finnish are all far distant from English and receive little support on historical grounds from the Indo-European family tree. In Finland, however, Swedish which belongs to Indo-European languages is still used as an official language with Finnish. Korea and Finland adopt English education from Year 3 in primary school, whereas English is not an official subject in primary school at present in Japan. Finnish students are taught a foreign language in addition to English from primary school. These seem to support the result of the high TOEFL scores of Finnish test-takers. This study concludes that social context which includes linguistic and educational environments are the main factors which affect TOEFL scores.

Preserving User Anonymity in Context-Aware Location-Based Services: A Proposed Framework

  • Teerakanok, Songpon;Vorakulpipat, Chalee;Kamolphiwong, Sinchai;Siwamogsatham, Siwaruk
    • ETRI Journal
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    • v.35 no.3
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    • pp.501-511
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    • 2013
  • Protecting privacy is an important goal in designing location-based services. Service providers want to verify legitimate users and allow permitted users to enjoy their services. Users, however, want to preserve their privacy and prevent tracking. In this paper, a new framework providing users with more privacy and anonymity in both the authentication process and the querying process is proposed. Unlike the designs proposed in previous works, our framework benefits from a combination of three important techniques: k-anonymity, timed fuzzy logic, and a one-way hash function. Modifying and adapting these existing schemes provides us with a simpler, less complex, yet more mature solution. During authentication, the one-way hash function provides users with more privacy by using fingerprints of users' identities. To provide anonymous authentication, the concept of confidence level is adopted with timed fuzzy logic. Regarding location privacy, spatial k-anonymity prevents the users' locations from being tracked. The experiment results and analysis show that our framework can strengthen the protection of anonymity and privacy of users by incurring a minimal implementation cost and can improve functionality.

The Analysis of the Recognition on the Ubiquitous Based Learning in the Context of Corporate Education (기업 인적자원개발에서의 유비쿼터스 기반 학습에 대한 인식 연구)

  • Lee, Soo-Kyoung;Chang, Hea-Jung;Kwon, Soung-Youn
    • Journal of The Korean Association of Information Education
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    • v.12 no.3
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    • pp.333-345
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    • 2008
  • The purpose of the research is to investigate the perception of corporate and e-Learning institute on ubiquitous society and learning environment in the context of human resource development. In addition, the study aims to analyze their recognition of u-Learning's components into the level of significance and actualization. The total of 118 institutes were participated in the research survey among the 144 e-learning certified institutes from the Ministry of Labor. The research includes the results of survey and implications on the area of human resource development.

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Fashion as Art through the Expansion of Aesthetic Concept of Contemporary Art and Fashion (현대예술과 패션의 미학적 개념 확장에 의한 예술로서의 패션)

  • Suh, Seung-Hee;Kim, Young-In
    • Journal of the Korean Society of Clothing and Textiles
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    • v.37 no.4
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    • pp.577-589
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    • 2013
  • Fashion is traditionally perceived as a non-art in art philosophy; however, it is now being evaluated as art through the process of recognizing its cultural value and position. This study investigated the expanded concept of contemporary fashion in the same context of the expanded concept of contemporary art to present the possibility of fashion as art. This study enhances the artistic and cultural value, as well as the social function and position, of fashion by granting it the same status as art according to the concept of expanded contemporary art. For the research method, a literature review and a case analysis were conducted through specialty publications related to art history, aesthetics, and fashion in addition to regular publications, websites specializing in fashion, art museums and fashion style websites. The expanded aesthetic concept of contemporary art has embraced challenges to ideal beauty, production methods through interactivity, and expansion of art expression through mass media and industrial products. In the same context, the expanded aesthetic concept of contemporary fashion has established challenges to conventional beauty, the expansion of production methods, and the expansion and transfiguration of materials.