• Title/Summary/Keyword: multiple task difficulty

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Energy-Efficient Resource Allocation for Application Including Dependent Tasks in Mobile Edge Computing

  • Li, Yang;Xu, Gaochao;Ge, Jiaqi;Liu, Peng;Fu, Xiaodong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.6
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    • pp.2422-2443
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    • 2020
  • This paper studies a single-user Mobile Edge Computing (MEC) system where mobile device (MD) includes an application consisting of multiple computation components or tasks with dependencies. MD can offload part of each computation-intensive latency-sensitive task to the AP integrated with MEC server. In order to accomplish the application faultlessly, we calculate out the optimal task offloading strategy in a time-division manner for a predetermined execution order under the constraints of limited computation and communication resources. The problem is formulated as an optimization problem that can minimize the energy consumption of mobile device while satisfying the constraints of computation tasks and mobile device resources. The optimization problem is equivalently transformed into solving a nonlinear equation with a linear inequality constraint by leveraging the Lagrange Multiplier method. And the proposed dual Bi-Section Search algorithm Bi-JOTD can efficiently solve the nonlinear equation. In the outer Bi-Section Search, the proposed algorithm searches for the optimal Lagrangian multiplier variable between the lower and upper boundaries. The inner Bi-Section Search achieves the Lagrangian multiplier vector corresponding to a given variable receiving from the outer layer. Numerical results demonstrate that the proposed algorithm has significant performance improvement than other baselines. The novel scheme not only reduces the difficulty of problem solving, but also obtains less energy consumption and better performance.

The Effects of Family Rituals on Family Strengths (가족의례가 가족건강성에 미치는 영향)

  • Bae, Jae-Hyun
    • The Journal of the Korea Contents Association
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    • v.16 no.12
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    • pp.622-635
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    • 2016
  • The purpose of this study is first to examine the tendency in what kind of activities and difficulties are carried out as family rituals. Second, the study was to investigate the effects of family rituals on family strengths. To accomplish study purpose, 216 married women/men were asked to fill out the survey questionnaires. For analysis of data, SPSS Win program was used to perform Frequency Analysis, MANOVA, Multiple Regression Analysis. (1)In the dinner rituals, it turned out that a main activity was 'serving homemade food' and a majority of subjects had a difficult time establishing a regular ritual due to 'their busy schedule at work'. In the weekend leisure rituals, a main activity was 'paying a visit to suburbs' and a main difficulty was 'lack of mutually available time for all family members'. In the birthday rituals, a main activity was 'preparing a birthday cake' and a main difficulty was 'because family members forget their birthday'. In the wedding anniversary rituals, women's main activity was 'eating out' and men's main activity was 'give a partner to a flower or gift', and a main difficulty was 'because family members forget their birthday' and 'because it was not a wanted celebration'. Finally, in the traditional rituals, women's main difficulty was 'partner doesn't understand my difficulties' and men's main difficulty was 'trouble human relationships with relatives'. (2)The family rituals were significantly different according to the age. (3)'Closeness of family members', 'task performance and problem solving skills' and 'sharing a value system of family members' were affected by the family rituals.

Factors influencing hope in female high school students (여고생의 희망에 영향을 미치는 요인)

  • Park, Myung-Hee;Gong, Su-Ja;Kim, Chang-Sook;Kim, Ran;Kim, Young-Jae;Park, In-Soon;Chung, Soon-Ah
    • Journal of environmental and Sanitary engineering
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    • v.24 no.4
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    • pp.90-101
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    • 2009
  • The purpose of this study was to identify the factors influencing hope in female high school students. The participants were 207 female high school students who were selected from 2 schools located at Province J. The data was collected from September, 2 to 24 in 2009, by self report questionnaires. The data was analyzed using descriptive statistics, t-test, one-way ANOVA, Duncan, Pearson's correlation coefficients and stepwise multiple regression, with the SPSS /WIN 13.0 program. Hope in female high school students differed by economic state and school record. Hope in female high school students positively correlated to task difficulty preference, self-regulatory efficacy, self-confidence, teacher support and peer support. Self-regulatory efficacy, peer support and self-confidence accounted for 34.7% of hope in female high school students. This study showed that self-regulatory efficacy, peer support and self-confidence should be considered in developing a practical nursing intervention program to increase hope in female high school students.

The effects of self-efficacy on job satisfaction of dental technician (치과기공사의 자기효능감이 직무만족에 미치는 영향)

  • Jung, Hyo-Kyung
    • Journal of Technologic Dentistry
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    • v.32 no.2
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    • pp.77-90
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    • 2010
  • Purpose : The purpose of study was to survey self-efficacy and job satisfaction for 500 dental technicians. Methods : The subjects were composed of 500 dental technicians in Daegu Metropolitan city and Gyeong-buk. This study was done using the Statistical Package for Social Sciences 17.0 for Windows. As for the analysis methods, the study used the frequency analysis, percentage, mean, t-test, analysis of variance, multiple regression analysis. Results : Self-efficacy of dental technician shows self confidence(M= 3.56), self regulatory efficacy(M=3.48), task difficulty preference(M=3.46). Job satisfaction of dental technician shows affairs satisfaction(M=3.58), colleague satisfaction(M=3.57), promotion satisfaction(M=3.48), salary satisfaction(M=3.56). Self-efficacy which affect on job satisfation was self confidence and self regulatory efficacy. Conclusion : A sense of self-efficacy and degree of job satisfaction are high when the sense of the degree of job satisfaction could be high only through a high sense of self-efficacy. In order to promote dental technician and dental hygienist of self-efficacy and job satisfaction, education and career and monthly salary is required high.

Factors Affecting Nurse's Health Promoting Behavior: Focusing on Self-efficacy and Emotional Labor (간호사의 건강증진행위에 영향을 주는 요인: 자기효능, 감정노동을 중심으로)

  • Hong, Eunyoung
    • Korean Journal of Occupational Health Nursing
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    • v.23 no.3
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    • pp.154-162
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    • 2014
  • Purpose: This study examined self-efficacy, emotional labor, and health promoting behaviors. It also investigated factors affecting health promoting behaviors of nurses working for tertiary and general hospital. Methods: Between June and July 2013, a convenience sample of 233 subjects was collected from 2 tertiary hospitals and 4 general hospitals. The data analysis was done with ANOVA, t-test and stepwise multiple regression. Results: Emotional labor of the subjects was slightly lower than that of other nurses and the average level of health promoting behaviors was lower than the median. Health promoting behaviors were differentiated by education, hospital type, and monthly income. Self-efficacy showed positive correlation with HPLP-II, but emotional labor showed negative correlation with self-efficacy and HPLP-II. The most significant factor affecting health promoting behaviors was self regulation(16.3%). The combination of self regulation, attentiveness to required display rules, BSN, preference to task difficulty, and monthly income(${\geq}300$) accounted for 25.4% of health promoting behavior. Attentiveness to required display rules was a negative factor of HPLP-II. Conclusion: When developing health promotion programs for nurses, self-efficacy should be considered and further research is needed to identify mediating variables between emotional labor and health promoting behaviors.

A Study on the Relationship among the MBTI Personality Types, Self-Efficacy, Major Satisfaction and Freshmen's Academic Achievements in Airline Service department

  • Kim, Mun-Kyung
    • Journal of the Korea Society of Computer and Information
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    • v.23 no.12
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    • pp.185-193
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    • 2018
  • The purpose of this paper was to identify the relationship among the MBTI personality types, self-efficacy, major satisfaction and freshmen's academic achievements in airline service department. To this end, a survey was conducted in 113 university freshmen of airline service department from June 18 to 29, 2018. And the data were collected their MBTI results and GPA scores. MBTI results used to analyze student's personality type. The collected data were analyzed using 'SPSS Statistics 21.0'. Analysis methods such as frequency analysis, cross-tabulation analysis, factor analysis, reliability analysis, t-test, ANOVA, and multiple regression analysis were used. The findings of this study are as follows. The type of personality in the airline service department affects the self - efficacy such as self - control efficacy, confidence, preference of the task difficulty, and also affects the major satisfaction and the academic achievement. The self - efficacy affects the major satisfaction and the academic achievement, and also the major satisfaction can affect academic achievement. Therefore, by developing an effective teaching strategies that fits students' personality type characteristics, and by inducing motivation to learn, raising self-efficacy naturally will lead to higher major satisfaction and academic achievements.

Predictors of Self-control in Covid-19 non-face-to-face online learning participate (코로나19(COVID-19) 비대면 온라인 학습 참여자의 자기통제력 예측요인)

  • Kim, Ja-Sook;Park, A Young
    • Journal of Digital Convergence
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    • v.18 no.9
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    • pp.453-461
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    • 2020
  • This is a study to investigate the factors affecting the Self-control in COVID-19 non-face-to-face online learning participate and to present a strategy for effective program development. The subjects of this study were 105 participants of COVID-19 non-face-to-face online learning participate in J-do area and collected data by self-reported questionnaire. Data were analyzed by t-test, ANOVA, correlation analysis and stepwise multiple regression analysis. The results of this study were the explanatory power was 50.7% with self-control, self-regulation efficacy, self-confidence. As a result of the above, in order to improve the self-control of participants in Multiple disaster situations non-face-to-face online offline learning, it is necessary to develop a fundamental and continuous educational program that improves the self-regulation efficacy and confidence of learning participants.

Computer-Based Training Program to Facilitate Learning of the Relationship between Facial-Based and Situation-Based Emotions and Prosocial Behaviors

  • Takezawa, Tomohiro;Ogoshi, Sakiko;Ogoshi, Yasuhiro;Mitsuhashi, Yoshinori;Hiratani, Michio
    • Industrial Engineering and Management Systems
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    • v.11 no.2
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    • pp.142-147
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    • 2012
  • Individuals with autistic spectrum disorders (ASD) have difficulty inferring other people's feelings from their facial expressions and/or from situational cues, and therefore, they are less able to respond with prosocial behavior. We developed a computer-based training program to help teach the connection between facial-based or situation-based emotions and prosocial behavioral responses. An 8-year-old male school child with ASD participated in the study. In this program, he was trained to identify persons in need of help and appropriate prosocial responses using novel photo-based scenarios. When he misidentified emotions from photographs of another's face, the program highlighted those parts of the face which effectively communicate emotion. To increase the likelihood that he would learn a generalized repertoire of emotional understanding, multiple examples of emotional expressions and situations were provided. When he misidentified persons expressing a need for help, or failed to identify appropriate helping behaviors, role playing was used to help him appreciate the state of mind of a person in need of help. The results of the training indicated increases in prosocial behaviors during a laboratory task that required collaborative work. His homeroom teacher, using a behavioral rating scale, reported that he now understood another's emotion or situation better than before training. These findings indicate the effects of the training are not limited to the artificial experiment situation, but also carried over to his school life.

Effect of self-efficacy in dental hygiene students on the career maturity level (일부 치위생과 학생의 자기효능감과 진로태도성숙간의 관련성)

  • Jung, Eun-Kyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.12
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    • pp.7231-7238
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    • 2014
  • This study examined the effects of self-efficacy on career maturity in dental hygiene students, and whether there were differences in self-efficacy according to the existence or not regarding the certificate of qualifications, participating experience in vocational training competition and award one in the competition. The data was collected from a self-administrated questionnaire on dental hygiene students. The 435 students were selected for this study. The data was analyzed by descriptive analysis, Pearson Correlation, and multiple regression analysis. The results of this study were as follows. First, the task difficulty self-efficacy as a career decision, career independence, career certainty, and career preparation had a positive impact. Second, the self-regulation self-efficacy as a career independence, career confidence, career preparation, and career objectives had a positive impact. Third, the main career attitude and maturity factors affecting the efficacy of dental hygiene students was a career student independence, career preparation, and career certainty. The total explanatory power was 28%. As a result of this research, comprehensive implications were suggested to improve the career maturity and enhance the adjustment to college.

Analysis of Children's Constructing and Interpreting of a Line Graph in Science (초등학생들의 과학 선 그래프 작성 및 해석 과정 분석)

  • Yang, Su Jin;Jang, Myoung-Duk
    • Journal of Korean Elementary Science Education
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    • v.31 no.3
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    • pp.321-333
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    • 2012
  • The purpose of this study was to examine elementary school students' characteristics and difficulties in drawing and interpreting a line graph, and to present educational implications. Twenty five students(4th grader: 6, 5th grader: 9, and 6th grader: 10) at an elementary school participated in this study. We used a student's task which was about graphing on a given data table and interpreting his/her graph. The data table was on heating 200mL and 500mL of water and measuring their temperature at regular time intervals. We collected multiple source of data, and data analyzed based on the sub-variables of TOGS. The some results of this study are as follows: First, five children (20.0%), especially two of 10 sixth graders (20.0%), could not construct a line graph about a given data table. Second, twenty students (80.0%) had the ability on 'Scaling axes' and on 'Assigning variables to the axes', however, only a student understood why the time is on the longitudinal axis and the temperature is on the vertical axis. Third, in the case of 'Plotting points', twelve children (48.0%) could drew two graphs on a coordinate. Fourth, in the case of 'Selecting the corresponding value for Y (or X)', twenty student had little difficulty. on 'Describing the relationship between variables', seventeen students (68.0%) understood the relationship between time and temperature of water, and the relationship between temperature and amount of water. Finally, eleven students (44%) had the ability on 'Interrelating and extrapolation graphs.' Educational implications are also presented in this paper.