• 제목/요약/키워드: individual behavior model

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Communal Antecedents in the Adoption of Secure Coding Methodologies

  • Kim, Sung Kun;Kim, Ji Young
    • Asia pacific journal of information systems
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    • 제26권2호
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    • pp.231-246
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    • 2016
  • Technology acceptance model has demonstrated that technology adoption behavior can be explained by two user belief constructs: perceived usefulness and perceived ease of use. A number of studies have explored how these beliefs develop by utilizing primarily individual-level antecedents. However, because innovation and new techniques bear a direct relation to social concerns, non-individual antecedents may be necessary. Therefore, in this study, social and organizational supports are used to understand how software developers foster beliefs regarding secure coding practices. We compiled data from 83 software developers to evaluate the technology acceptance model. Our findings show that these collective antecedents can effectively explain user belief constructs and the intention to adopt secure coding methodologies. These findings imply that society and organizations offering more concrete support programs will experience smoother deployment of security-enhancing measures.

개인별 시간지연효과를 고려한 확률론적 군중 하중모형 개발 (Development of Time Lag Considered (TLC) Crowd Load Model Based on Probabilistic Approach)

  • 김성용;이철호
    • 한국강구조학회 논문집
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    • 제24권1호
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    • pp.1-11
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    • 2012
  • 군중하중을 받는 현행 바닥진동 설계절차의 한계를 극복하기 위해서는 개인별 운동의 시간차와 운동성분에 내재된 위상의 불확실성이 고려되어야 한다. 개인의 운동에 관한 연구는 통계적 자료를 토대로 많은 연구가 진행되고 있는 반면, 군중 행동패턴에 관한 연구는 그 복잡성으로 인해 연구가 미흡한 실정이다. 본 연구에서는 다양하고 복잡한 군중의 행동패턴을 개인 간의 위상을 반영한 하중모형을 제안한다. 모의실험을 통해 개인의 시간지연 값들을 난수로 발생시킨 후, 기준시간에 대한 시간 지연효과를 합산하였다. 본 연구에서 제안하는 위상의 합산으로 이루어진 계수는, 완전히 동기화된 군중의 경우에 대한 동기화 정도의 비를 나타낼 수 있다. 정의된 계수를 바탕으로 실제 일어날 수 있는 군중의 행동패턴을 분석하여 각각의 경우에 대한 계수 값을 제안하였다. 본 연구의 결과를 토대로 기존의 설계방식이 다룰 수 없었던 군중의 운동시 바닥구조의 응답을 합리적으로 반영할 수 있다.

사회적 변수와 개개인의 감정지수를 함께 고려한 딥러닝 기반 행복 지수 모델 설계 (Deep Learning-based Happiness Index Model Considering Social Variables and Individual Emotional Index)

  • 오수민;박민서
    • 문화기술의 융합
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    • 제10권1호
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    • pp.489-493
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    • 2024
  • 행복 지수는 집단적인 행복 정도를 직관적으로 파악하는데 효과적인 측정 시스템이다. 가치관의 변화에 따라행복 지수에 행동의 가치를 추가한 연구들이 제안되고 있으나, 개인이 느끼는 감정을 활용하여 관계성을 분석한 연구는 부족한 실정이다. 따라서 본 연구는 행동의 가치를 나타내는 사회적 변수와 개개인의 감정지수를 함께 고려해 행복 지수를 예측하는 딥러닝 모델을 설계한다. 첫째, 2005년 1월 ~ 2020년 12월의 사회적, 감정적 변수를 수집한다. 둘째, 데이터 전처리 및 유의변수 탐색을 수행한다. 셋째, 딥러닝 기반의 회귀 모델로 학습하고, 5-Fold 교차 검증(Cross Validation)으로 학습 모델을 평가한다. 본 연구의 제안 모델은 테스트 데이터에서 90.65%의 높은 예측 정확도를 보인다. 향후 이 연구는 국가별 데이터로 확대 적용하여 행복 지수 주요 요인 분석 등의 연구에 활용될 수 있을 것으로 기대된다.

모형 그물에 대한 어군행동의 수직 모델링에 관한 연구 - 모형 그물이 없는 수조에서의 무지개송어의 유영특성 - (A Study on the Numerical Modeling of the Fish Behavior to the Model Net - Swimming Characteristics of Rainbow Trout, Salmo Gairdnerii in the Water Tank Without Model Net -)

  • 이병기
    • 수산해양기술연구
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    • 제31권1호
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    • pp.74-83
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    • 1995
  • 모형 그물에 대한 어군행동의 수치모델링에 관한 연구의 일환으로서 어군행동의 모델링을 위하여 어군행동을 나타내는 운동방정식을 구성하는 각종 힘들의 parameter를 추정하기 위한 기초자료를 제공하고자, 모형 그물을 설치하지 않은 상태에서의 유속 변화에 따른 무지개송어의 유영행동을 화성처리하여 각 개체 위치좌표로부터 계산된 유영속도, 유영깊이, 수조의 변과 개체 사이의 거리, 개체상호간의 최근접거리, 어구의 3차원적 구조 등의 유역특성을 조사 분석한 결과는 다음과 같다. 유영궤적으로부터 무지개송어의 유영행동을 살펴보면, 정수상태에서는 수종 중앙부에서 유영하는 빈도가 높았으며, 수조 벽면으로부터 상당히 떨어져서 유회운동을 하는 것으로 나타났다. 정수상태에서의 평균 유영속도는 21.6~23.6cm/sec(2.5~2.9BL cm/sec)로서 개체수가 많을수록 체장당 유영속도가 빠른 것으로 나타났으며, 유속의 변화에 따른 어군의 평균유영속도는 유속이 증가할수록 유영속도도 증가하여 유속이 25cm/sec인 경우에는 유영속도가 30.6 cm/secd(3.8BLcm/sec)에 달하였다. 어군의 평균 유영깊이는 17~38cm로서 주로 중층의 깊이에서 유영하였으며, 유속이 빨라질수록 유영 깊이가 깊어지고 유영 깊이의 변화가 적어졌다. 수조의 벽과 개체 사이의 평균 거리는 17.6~21.4cm였으며, 유속이 빨라질수록 수조의 벽과 개체사이의 거리가 다소 멀어지는 경향을 나타내었다. 개체상호간의 최근거리는 개체수가 많을수록 가까워지며, 유속의 변화에 따른 개체상호간의 최근접거리 평균치는 3.0~5.9cm(0.4~0.7BL cm)로 나타났다. 어군의 3차원적 구조는 군을 형성하는 개체수가 증가함에 따라 군의 형상이 길이, 폭 및 깊이의 모든 방향으로 넓어지며, 유속이 빨라질수록 길이방향과 폭 방향의 크기가 깊이 방향에 비해 상대적으로 커져 각 방향의 평균 상태비는 2.8 : 2.7 : 1이었다.

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노인의 감각장애와 기능상태에 관한 연구 (Effects of the Sensory Impairment on Functioning Levels of the Elderly)

  • 송미순
    • 대한간호학회지
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    • 제23권4호
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    • pp.678-693
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    • 1993
  • The purposes of this study were to describe the level of vision and hearing impairments, depression and functional capacity, among Korean institutionalized elderly and to examine the relation-ship between sensory impairments, depression, and functional capacity in these people. The final pupose was to test the cognitive function path model using sensory competencies as predictors. A convenience sample of thirty nine male and 90 female subjects with a mean age of 80.5 were the subjects of this study. The subjects were tested for cognitive function, and vision and hearing impairments. Physical function and social function were measured by observation of designated task performance by the subjects. Their level of de-pression was measured using a Geriatric Depression Scale administered through an interview. Individual subjective ratings of hearing and vision were marked by the subjects, on a ladder scale. The results of the study showed that 48.8% of the subjects had a hearing impairment, 63.5% had a vision impairement, and 36.4% had both a vision and hearing impairement. The four sensory groups (no sensory impairement, hearing impairement, vision impairement, hearing and vision impairement) were tested for differences in depression, physical function, social behavior and cognitive function. The only significant difference that was found was in cognitive function, between the no sensory impairement group and the hearing and vision impairement group(F=3.25, P<.05), Subjective ratings of hearing showed a significant correlation with cognitive function(r=.34, p<.001) and with social behavior(r=.31, p<.001). There was no correlation between subjective vision ratings and cognitive function or social behavior. However there was a significant correlation between vision and hearing(r=.49, p<.001). There was also a significant negative correlation between age and vision(r=-.21, p<.01) and between age and hear-ing(r=-.34, p<.001). There was a significant correlation between depression and physical function (r=-.32, p<.001) but there was no correlation between depression and cognitive function or social behavior. Based on the literature review and the result, this study, a path model of sensory competence-> cognitive function- >social behavior was developed and tested : Perceived vision and perceived hearing were the exogenous variahles and cognitive function and social behavior were the endogeneous variables in the model. The path analysis result demonstrated an accept-able fit (GFI=.997, AGFI=.972, X$^2$=.72 (p=.396), RMSR=.019) between the data and the model. There was a significant direct effect($\beta$=.38) of perceived hearing on cognitive function. There was a significant direct effect ($\beta$=.32) of cognitive function on social behavior. The total effect of hearing on social behavior was $\beta$=.32 including the indirect effect ($\beta$=.12) . However perceived vsion had little effect ($\beta$=-.08) on cognitive function. The result of path analysis confirms that hearing levels influence cognitive function, and both hearing and cognitive function levels influence social behavior. However, vision has little effect on cognitive function or on social behavior. For the next study, a combined model of the pre viously developed environment - >depression- > physical and social function model, and the present cognitive function model, should be tested to further refine the functional capacity model. There also a need for longitudinal study of functional capacity and sencory competence in order to better understand how declining sensory competence influences functional capacity and how it effects in-creasing dependency and nursing needs in the elderly.

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중년여성의 건강추구행위의 장애요인 (Barriers to Health-Seeking Behavior in Midlife Women)

  • 홍영상
    • 한국직업건강간호학회지
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    • 제7권2호
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    • pp.121-129
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    • 1998
  • Health behavior constitutes the single most important factor in an individual's health maintenance program. Pender's health promotion model emphasizes the positive aspects of health-seeking behavior hut omits some negative ones. Although Pender's work does include the concept of barriers, the main focus is upon health habits rather than upon the interaction between the consumer and the health care system. Therefore, since individuals actually do face many barriers in their health-seeking behavior, the present study deals with negative concepts-the barriers to health and healthy behavior. For this reason the expression health-seeking behavior was chosen over health promotion. In conclusion, the results show that barriers to health-seeking behavior are causal factors that could explain and predict the health-seeking behavior of middle life women. Midlife women shows that they have barriers to health-seeking behavior especially in inconvenience, cost, healthcenter site-related problem, relationship, fear. These findings suggest the need to develop a nursing strategy to improve the empowerment of self-determination in middle-aged women. Consequently, a goal of nursing care for middle-aged women should be to help them pursue health care with a greater degree of self-sufficiency.

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이태리 레스토랑 종사자들의 리더십 유형에 관한 연구 (Research on the Leadership Types in Italian Restaurants)

  • 임성빈;김판진
    • 유통과학연구
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    • 제10권12호
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    • pp.35-43
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    • 2012
  • Purpose - This study analyzes the effects of types of leadership on the employees of Italian restaurants, its efficacy, and organizational citizenship behavior, utilizing a causal assessment model. In this study, independent variables such as the type of leadership perceived in the manager or chef by an Italian restaurant's employees, and its efficacy were parameters, and the organizational citizenship behavior and organizational effectiveness were the variables representing the results in the hypothesis. The study aimed to draw implications by verifying the leadership via efficacy and the impact on organizational citizenship behavior of Italian restaurants. Research design, data, methodology - For the purpose of this analysis, specific questionnaire items were configured according to the theory and efficacy of the study. From a questionnaire used in organizational citizenship behavior comprising 22 questions, six were modified to suit the research purpose of this study. The configured questionnaire comprised 5 parts and 40 items. A Likert (Likert) 5-point scale was utilized to measure responses to the questionnaire items from the employees of an Italian restaurant in Seoul who participated in the survey. For data collection, 400 questionnaires were distributed, and 344 collected. Factor analysis and reliability verification were conducted using SPSS18.0 and AMOS18.0. A covariance structure analysis was conducted to test the research hypotheses. Results - Based on the results of the analyses, the summary and suggested implications of the research are as follows: The covariance structure analysis used to analyze the kind of effect transformational and transactional leadership styles in Italian restaurant employees had on self-efficacy, group-efficacy, and organizational citizenship behavior, indicated that among the characteristics of transformational leadership (such as, idealized influence, inspirational motivation, individual consideration, and intellectual stimulation), idealized influence and individual consideration had a positive influence on self-efficacy. Idealized influence, individual consideration, conditional reward, and management by exception also positively influenced self-efficacy and altruistic and conscientious behavior (organizational citizenship behavior). Conclusions - Results suggest that with regard to self-efficacy and group efficacy, managers in different departments and chefs should provide team members with a vision for the future, increase their confidence in their abilities, and build their trust in the organization. By evaluating employee performance and experiences, management can demonstrate leadership and encourage organizational citizenship behavior through enjoyable, voluntary participation. Transformational and transactional leadership is effective in group processes that include social-exchange relationships, self-efficacy and group efficacy, and organizational citizenship behavior. However, as this research study utilizes only self-reported data, it has several limitations, such as a vulnerability of errors caused by the various experiment types. A significant limitation of this study is the lack of potential for the duplication of results. The covariance structure analysis, however, provides complementation to limit the impact of errors from self-reporting studies. A future study can extend this research by utilizing different data collection methods.

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최종사용자의 인터넷과 소셜 네트워크 보안 행동에 대한 실증 연구 (An Empirical Study about Internet and Social Network Security Behavior of End User)

  • 박경아;이대용;구철모
    • 한국정보시스템학회지:정보시스템연구
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    • 제21권4호
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    • pp.1-29
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    • 2012
  • The purpose of this study was to find about personal information security of internet and social networks by focusing on end users. User competence and subjective criterion, which are the antecedents, are affecting security behaviors For these security behaviors, the study examined the relationship between security behavior intention on internet use and security behavior intention about social network that is actively achieved in many fields. Behaviors of internet and social network were classified into an action of executing security and an action of using a security technology. In addition, this study investigated a theory about motivational factors of personal intention on a certain behavior based on theory of reasoned action in order to achieve the purpose of this study. A survey was conducted on 224 general individual users through online and offline, and the collected data was analyzed with SPSS 12.0 and SmartPLS 2.0 to verify demographic characteristics of respondents, exploratory factor analysis, and suitability of a study model. Interesting results were shown that security behavior intention of social network is not significant in all security behavior execution, which is security performance behavior, and security technology use. Internet security behavior is significant to security technology use but it does not have an effect on behavior execution.

남자 중학생의 흡연 경험 예측요인에 관한 연구 (A Study of Predictors of Smoking in Middle School Boys')

  • 김경희
    • 기본간호학회지
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    • 제13권1호
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    • pp.107-118
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    • 2006
  • Purpose: This study was done to identify the predictors of smoking in middle school boys'. A comprehensive analysis of individual, family and social environment-related factors was done. Method: The participants in this descriptive survey on causal relations were 318 students enrolled in middle schools who were selected by convenience sampling. The data collected from June to July 2003 were put in to logistic regression analysis to build a prediction model. Results: 1) Individual-related factors for smoking in middle school boys' were participation in drinking and deliilquent behavior 2) Family-related factors were ill-treatment physically of the types of ill-treatment and mother being unemployed. 3) Social environment/peer-related factors were friends' attitudes towards delinquency. Conclusion and Recommendations: The experience of smoking among Korean middle school boys was associated not only with individual factors, but also with family and social environmental factors. The findings of this study suggest that broad intervention program should be provided to prevent adolescent smoking. It is also recommended that a program be developed that can help control the variables identified in this study along with a follow up study to verify the model.

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여자 중학생의 흡연경험에 영향을 미치는 예측요인에 관한 연구 (A Study on Factors Affecting Experience of Smokingin Middle School Girls)

  • 김경희;정혜경
    • Child Health Nursing Research
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    • 제11권1호
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    • pp.14-22
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    • 2005
  • Purpose: This study was designed to identify the factors affecting the experience of smoking in middle school girls. A comprehensive analysis of individual and family factors was used. Method: The students in this descriptive survey on causal relations were 433 girls enrolled in middle schools selected by convenience sampling. The data were collected in November-December 2003 and logistic regression analysis was used to build a forecast model. Findings: The findings showed the following, 1) Individual factors such as grade, alcohol consumption, sexual experience and the frequency of exposure to pornographic materials, and 2) family factors such as parental living arrangement were significant factors. Conclusion and Recommendation: The experience of smoking among Korean middle school girls was associated not only with individual factors, but also with family factors, which exert a strong influence on health behavior. There is therefore a need for school-based smoking prevention programs, which deal comprehensively with these factors that influence smoking. It is recommended that a program be developed that will help to control the variables identified in this study along with follow?up study to verify the model.

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