• 제목/요약/키워드: behavior data

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코사인 유사도 측정을 통한 행위 기반 인증 (A Behavior-based Authentication Using the Measuring Cosine Similarity)

  • 길선웅;이기영
    • 한국인터넷방송통신학회논문지
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    • 제20권4호
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    • pp.17-22
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    • 2020
  • 현재 많은 연구가 진행되고 있는 행위 기반 인증 기술은 다른 인증 기술들에 비해서 인증의 인식률을 높이는데 많은 데이터의 장기간 추출이 필요하다. 본 논문은 안드로이드 환경의 스마트폰에 내재되어있는 터치 센서와 자이로스코프를 이용하여 그동안의 행위 기반 인증 연구에서 사용 되었던 행위 특징 데이터들 중에서 핵심적인 최소한의 데이터들만을 이용하기 위해 사용자에게 다섯 차례의 측정을 요구하여 다섯 번의 터치스크린 화면을 터치 하는 방식으로 총 6가지의 행위 특징 데이터를 수집하였고 다음 터치 측정으로 넘어가는 동안의 데이터들의 변화 값에 평균 값을 구하여 이 값과 측정값의 코사인 유사도 측정을 수행하여 코사인 유사도 허용 범위를 생성 한 후, 인증 시도 데이터의 코사인 유사도 값과 비교하는 방식의 사용자 행위 기반 인증 방식을 제안한다. 본 논문을 통해서 적은 수의 특징 데이터와 실험자수 환경에서도 코사인 유사도 인증 범위에 적용되는 임계값을 조절하는 방식을 통해서 최초 EER 37.6%에서 최종 EER 1.9%의 높은 성능을 증명하는데 성공하였다.

중년남성의 암에 대한 지식, 태도 및 암 예방 건강행위 (Knowledge, Attitude, and Preventive Health Behavior of Cancer in Middle-aged Men)

  • 박영례;위휘
    • 재활간호학회지
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    • 제17권2호
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    • pp.97-103
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    • 2014
  • Purpose: This study was conducted to identify the knowledge, attitude, and preventive health behavior of cancer in middle-aged men and to provide data for education program regarding cancer prevention. Methods: This study was a descriptive research using a questionnaire, which included 20 items for knowledge, 10 items for attitude, and 18 items for preventive health behavior of cancer. Data were collected from 140 middle-aged men. Descriptive statistics, t-test, one-way ANOVA and Pearson's correlation coefficients, and stepwise multiple regression analysis were used with SPSS/WIN 18.0 to analyze the data. Results: The mean score for knowledge of cancer was 11.58 (range 0~20), for attitude, 37.52 (range 5~50), and for preventive health behavior of cancer, 58.85 (range 18~90). Preventive health behavior of cancer showed a significantly positive correlation with knowledge (r=.27, p=.001) and attitude (r=.31, p<.001) toward cancer. In stepwise multiple regression analysis, knowledge and attitude toward cancer were significant factors affecting preventive health behavior of cancer. Those variables explained 12.5% of cancer preventive behavior. Conclusion: In order to develop a cancer prevention education program for middle-aged men, accurate knowledge and improving attitude should be considered. Furthermore, it is necessary to do further study with a larger random sample according to lifespan.

심리적 안정감이 혁신행동에 미치는 영향: 잡 크래프팅(Job Crafting)의 매개효과를 중심으로 (The Effect of Psychological Safety on Innovation Behavior: Focus on Mediating Effect of Job Crafting)

  • 최수형;이정미
    • 아태비즈니스연구
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    • 제11권3호
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    • pp.79-93
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    • 2020
  • Purpose - The purpose of this study analyzes the effect of psychological safety on innovative behavior mediated by job crafting. Design/methodology/approach - This study collected 221 survey data from employees in Korea. Collected data were analyzed using SPSS 25.0 and Macro Process. The multiple regression analysis and bootstrap analysis were hired in order to analyze the data. Findings - First, psychological safety had a significant effect on innovation behavior. Second, job crafting proved a mediating effect in the relationship between psychological safety and innovation behavior. In other words, it has been demonstrated empirically that task crafting, cognitive crafting, and relational crafting, which are sub-elements of job crafting, play a mediating role in the relationship between psychological safety and innovative behavior. Research implications or Originality - This study expanded the study of Job Crafting in that it revealed the mediating role of Job Crafting in the relationship of psychological safety and innovative behavior. Second, this study has novelty in that it has established a sense of psychological safety as an independent variable that promotes innovative behavior, and that it has examined each other's structural relationship by adding a variable called Job Crafting.

Analysis of Indonesian User Behavior Distribution on Facebook Marketplace

  • HAMZAH, Muhammad Luthfi;UTAMA, M Hamdala;PURWATI, Astri Ayu
    • 유통과학연구
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    • 제20권8호
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    • pp.47-57
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    • 2022
  • Purpose: The purpose of this study is to find out whether it has a significant effect or not, the 5 hypotheses proposed include the Attitude toward behavior variable on behavioral intention, Subjective norm on behavioral intention, Perceived behavioral control on behavioral intention, Behavioral intention on behavior and Perceived behavioral control on Behavior. Research design, data and methodology: The data processing method in this study uses the SEM method based on Partial Least Squares (PLS), The study was conducted on 100 respondents as a sample. Results: Based on the results of data analysis, it is concluded that from the 5 hypotheses proposed, only 2 have a significant effect, namely the subjective norm variable has a significant effect, on behavioral intention and the perceived behavioral control variable has a significant effect on behavior while the other 3 hypotheses have no significant effect. The results of this study are expected to help the public to make decisions in utilizing the distribution of facebook marketplace. Conclusion: This study concludes that the distribution of the use of the Facebook marketplace is a subjective norm variable has a positive effect on the behavioral intention variable and the perceived behavioral control variable has a positive effect on the behavior variable.

초등학교 아동의 부모애착과 친구애착이 남녀 청소년 비행에 미치는 영향 : 문제행동과 비행친구 유무의 매개효과 (The Effects of Parental and Peer Attachment in Elementary School Children on Early Adolescent Delinquency : The Mediating Role of Problem Behavior and Delinquent Peers)

  • 송지영;박성연
    • 아동학회지
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    • 제31권3호
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    • pp.51-66
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    • 2010
  • This study examined the effects of parental attachment and peer attachment in elementary school children upon early adolescent delinquency. The participants were 2,844 taken from data from the Korean Youth Panel Survey (KYPS). Data from secondary questionnaires data on parent and peer attachment, problem behavior, delinquent peers, and delinquency were used for this study. Data were analyzed by means of a Structural Equation Model using AMOS 5.0. Our results indicated that, firstly, parental attachment was negatively related to problem behavior for both male and female adolescents, whereas peer attachment was positively related to problem behavior only for males, but not for females. Secondly, problem behavior in childhood has a direct effect on adolescent delinquency, which also can be indirectly mediated by contact with delinquent peers. In conclusion, the path model from parental and peer attachment in early childhood to adolescent delinquency was supported only in the case of males.

일부 여대생의 흡연경험에 관한 연구 (The Study of Smoking Behavior in College Women : A Grounded Theory Approach)

  • 김문실;김애경
    • 대한간호학회지
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    • 제27권2호
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    • pp.315-328
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    • 1997
  • The purpose of this study was to explore the process of smoking behavior of college women with a history of smoking. The subject were 48 female students selected by theoretical sampling from a womens' university in Korea. The data were collected by in-depth interviews using audiotape recordings done over a period of seven months. The data were analyzed simultaneously by a constant comparative method in which new data were continuously coded into categories and properties according to strauss and corbin's methodology. Analysis of the data resulted in identification of 15 categories representing 34 concepts. The results of this study were as follows : 1. Smoking in college women is caused by either curiosity or antagonism toward male smokers 2. The meaning(phenomena) of smoking behavior in college women is justifiable or regretable 3. Smoking occurs in connection with eating, during period of psychological conflict or as an habitual practice 4. Smoking behavior is related to the perception of harmfulness to health, influence of others and the accessability of cigarettes. 5. College women experinced a change in their state of health, emotional relaxation, change in their social relationships It is suggested that the results of this study may contribute to the development of strategies for the purpose of decreasing smoking behavior among female college students.

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The finding life emergency of senior citizen at home using human behavior model

  • Shimada, Yasuyuki;Matsumoto, Tsutomu;Kawaji, Shigeyasu
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2001년도 The Pacific Aisan Confrence On Intelligent Systems 2001
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    • pp.364-369
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    • 2001
  • As the population of persons over the age of sixty-five is rapidly growing, the population of solitary senior person living at own home is growing in Japan. This situation has caused the social issue of how supports their healthy life. There have been some projects related to improve their quality of life and support their healthy life. Unfortunately mostly they focus the method of measuring vital signal and observing behavior. Nobody reports how utilize the measured data. Aim of our project is how find emergency of the aged people at home. As emergency is big different from regular life behavior, we have to recognize it. We propose concept of the human behavior model and show the some types human behavior knowledge constructed by observed human behavior model and show the some types human behavior knowledge constructed by observed human behavior. This idea is based on human having habitual life. And we discuss the possibility of finding emergency using knowledge and observed data.

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중학생이 지각한 부모애착과 사회적 지지 및 문제행동간의 관계 (The Relationships of Perceived attachment, Social Support and Problem Behavior of Middle School Students)

  • 윤소정;강승희
    • 수산해양교육연구
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    • 제23권4호
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    • pp.582-595
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    • 2011
  • The purpose of the study was to investigate the causal relations among attachment, and social support influencing problem behavior in middle school students. The data contains 482 middle school students. Collected data were analyzed using SPSS and AMOS statistical package for correlation analysis and structural equation modeling. Study results were as follows. The correlations among attachment, social support and problem behavior were significant. The results of the structural equation modeling show that students' social support had direct positive influence on problem behavior, but students' attachment didn't have direct positive influence on problem behavior. That is to say, social support mediated the effect of attachment on problem behavior. These results imply that perceived attachment, and social support influence adolescents' problem behavior. Results suggest that programs that promote social support should be given to reduce problem behaviors of middle school students.

중학생의 자기효능감, 건강증진행위의도 및 건강증진행위 (Self-Efficacy, Health Promotion Behavior Intention, and Health Promotion Behavior of Middle School Students)

  • 강양희
    • 한국학교ㆍ지역보건교육학회지
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    • 제13권3호
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    • pp.87-100
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    • 2012
  • Objectives: The purpose of this descriptive study was to investigate self-efficacy, health promotion behavior intention, and health promotion behavior in middle school students. Methods: The data were collected by a questionnaire given to the students. The participants for this study were 564 students from four middle school located in Busan. Descriptive statistics, t-test or ANOVA with Scheff$\acute{e}$ test and Pearson's Correlation Coefficients were used for data analysis with SPSS Win 18.0. Results: The level of self-efficacy and health promotion behavior intention was moderate. health promotion behavior was also relatively moderate. The score of health promotion behavior was affected by various general characteristics and health promotion behavior showed weakly positive correlation with self-efficacy, but there was no significant correlation between health promotion behavior intention and health promotion behavior. Conclusion: The findings from this study indicated a need to develop a nursing intervention program to promote health promotion behavior in middle school students including the promotion of self-efficacy.

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대사증후군 고위험 근로자의 건강증진 행위에 미치는 영향 요인: 계획적 행위 이론 적용 (Factors Affecting Health Promotion Behavior among Workers with High Risk of Metabolic Syndrome: Based on Theory of Planned Behavior)

  • 박성원;양숙자
    • 지역사회간호학회지
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    • 제26권2호
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    • pp.128-139
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    • 2015
  • Purpose: The purpose of this study was to identify factors affecting health promotion behavior among workers with high risk of metabolic syndrome. This study was based on the planned behavior theory. Methods: The participants were 167 workers at high risk of metabolic syndrome. Data were collected using a structured questionnaire. Surveyed variables were attitude, subjective norm, perceived behavioral control, intention, and health promotion behavior. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficients, and hierarchical regression analysis with SPSS/WIN 22.0. Results: Perceived behavioral control affected the intention of health promotion behavior among the workers with high risk of metabolic syndrome. It explained 62% of variance in the intention of health promotion behavior (F=40.09, p<.001). Perceived behavioral control and occupation affected health promotion behavior among the risk workers with high risk of metabolic syndrome. The two factors explained 16% of variance in health promotion behavior (F=4.95, p<.001). Conclusion: The findings of this study suggest that perceived behavioral control is the only factor affecting health promotion behavior when the theory of planned behavior was applied. Therefore, intervention programs for improving health promotion behavior should be focused on strengthening perceived behavioral control.