• 제목/요약/키워드: individual behavior model

검색결과 569건 처리시간 0.029초

목적성 행동 모방학습을 통한 의도 인식을 위한 거울뉴런 시스템 계산 모델 (Computational Model of a Mirror Neuron System for Intent Recognition through Imitative Learning of Objective-directed Action)

  • 고광은;심귀보
    • 제어로봇시스템학회논문지
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    • 제20권6호
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    • pp.606-611
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    • 2014
  • The understanding of another's behavior is a fundamental cognitive ability for primates including humans. Recent neuro-physiological studies suggested that there is a direct matching algorithm from visual observation onto an individual's own motor repertories for interpreting cognitive ability. The mirror neurons are known as core regions and are handled as a functionality of intent recognition on the basis of imitative learning of an observed action which is acquired from visual-information of a goal-directed action. In this paper, we addressed previous works used to model the function and mechanisms of mirror neurons and proposed a computational model of a mirror neuron system which can be used in human-robot interaction environments. The major focus of the computation model is the reproduction of an individual's motor repertory with different embodiments. The model's aim is the design of a continuous process which combines sensory evidence, prior task knowledge and a goal-directed matching of action observation and execution. We also propose a biologically inspired plausible equation model.

다수준분석방법에 의한 한국부인의 출산행위연구 (A Multilevel Analysis of Fertility Behavior in Korea)

  • 김익기
    • 한국인구학
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    • 제11권1호
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    • pp.97-116
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    • 1988
  • This study examines the socioeconomic determinants of fertility behavior in Korea by developing a model which simultaneously takes into account both individual and community-level differences. It especially focuses on the micro-macro nexus of fertility behavior depending on social contexts. This study utilizes micro data obtained from the 1974 Korean National Fertility Survey(KNFS), and macro data obtained from Korean government statistics. The framework of the model is formalized as a set of structural equations modelling the fertility process. The model is formed on a cohort-specific processual basis and is restricted to five-year birth cohorts. Three cohorts of women are studied : those aged 30-34, 35-39, and 40-44. The model includes three fertility-process components : age at first birth, early fertility, and later fertility, which are defined by reference to the age of the mother. The results of this study indicate that socioeconomic development in Korea results in increased age at first birth and reduced numbers of children per couple. In addition to the developmental change, Korea's fertility decline is found to be facilitated by family planning programs. As expected, the effect of family planning on fertility is greater among better-educated women than among poorly educated women. The inconsistent but suggestive result, however, is that the effect of socioeconomic development on fertility is greater among less-privileged women than among more-previleged women.

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영양교사 및 영양사의 지속가능활동의 영향요인 - 확장된 계획행동이론 적용 - (Factors Influencing the Sustainable Practices in School Food Service Operations - An Application of the Extended Theory of the Planned Behavior Model -)

  • 정민재
    • 한국식품영양학회지
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    • 제34권2호
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    • pp.242-253
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    • 2021
  • The purpose of this study was to investigate the sustainable practices of nutrition science teachers and dietitians working in school food service operations, and identify the social and psychological factors which affect the overall efficacy of the system. The research model was constructed based on the Extended Theory of Planned Behavior (ETPB) in order to analyze how individual motivation affects the sustainable practices of nutrition science teachers and dietitians. The data were collected through e-mail and postal mail from nutrition science teachers and dietitians all across Korea, and self-administered surveys were conducted. SPSS and AMOS programs were used for statistical analysis. First, the sustainable practices of nutrition science teachers and dietitians were analyzed in 6 different categories. Second, the significant pathways were 6 out of 9 in the ETPB model. Sustainable food service practices in school can contribute to the formation of more a sustainable culture, such as through the encouragement of more healthy eating habits, and higher level of environmental awareness and community awareness. The factors influencing these practices can be applied to the design of improvement programs aimed at increasing sustainable practices.

관광지 정보이용과 주유행태의 인과관계 분석 (Casual Analysis on the Relationship between Information Usage and Excursion Behavior toward Planning Sightseeing ITS)

  • 김현
    • 한국ITS학회 논문지
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    • 제10권2호
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    • pp.66-76
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    • 2011
  • 관광지ITS는 해당 관광지역에 관련한 관광과 교통(명승지, 도로망, 주차, 소요시간 등)에 관한 정보를 제공하는 시스템이다. 하지만 관광주유행동의 관점에서 관광지 정보제공 시스템이 아직 충분히 고려되지 못하고 있다. 관광주유행동의 의사결정에 있어 다양한 정보 니즈가 존재하기 때문에 정보이용과 주유행동의 관련성이 매우 중요하다. 본 연구는 관광지ITS구축을 향한 기본적인 정보니즈 분석과 기존 주유행동 모형 재구축의 기초적 시사점 도출을 목적으로 후지5호 관광지의 정보이용과 주유행동의 관련성 분석을 수행하였다. 구조방정식을 이용한 관련성 분석결과, 주유행동의 단계에 따른 정보이용이 지역인지도와 주유행동에 영향을 미치고 있었다. 이는 관광주유행동분야에서도 정보에 의존하고 있다는 점을 밝히고 있다. 또한 이러한 결과는 관광지ITS에 관한 기초적 정보를 제시하고 있다.

청소년의 컴퓨터 오락추구 행동을 예측하기 위한 신경망 활용 (Application of the Neural Network to Predict the Adolescents' Computer Entertainment Behavior)

  • 이혜주;정의현
    • 컴퓨터교육학회논문지
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    • 제16권2호
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    • pp.39-48
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    • 2013
  • 본 연구에서는 신경망을 활용하여 청소년의 컴퓨터 오락추구 행동을 설명하는 예측모형을 조사하고자 하였다. 이를 위해 한국청소년 패널 조사(KYPS)의 중 2패널의 1차년도 데이터(총 3449명, 남: 1725명, 여: 1724명)를 대상으로 하여 신경망 모형(모형 1)을 구축하였다. 또한 신경망 모형의 성능을 분석하고자 로지스틱 회귀 분석을 실시하고 로지스틱 회귀 분석과의 보다 정확한 비교를 위해 동일한 변수를 입력데이터 값으로 하는 신경망 모형(모형 2)도 구축하여 세 모형의 예측율을 비교하였다. 그 결과, 신경망 모형 1이 가장 높은 분류적중율을 나타냈으며, 이 모형에 따라 성별, 컴퓨터사용시간, 가구월평균소득, 친한친구수, 비행친구수, 개인공부시간, 자기통제력, 사교육시간, 여가시간, 자기신뢰감, 스트레스, 학교적응, 공부고민 등의 변수들로 청소년의 컴퓨터 오락추구 행동을 예측하는 것이 보다 정확하고 효율적임을 제시하였다. 본 연구의 결과는 청소년의 컴퓨터 오락추구 행동을 예측하고 진단하거나 적절하게 조절 대처하는데 사용될 수 있음을 제언한다.

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Flow-based Anomaly Detection Using Access Behavior Profiling and Time-sequenced Relation Mining

  • Liu, Weixin;Zheng, Kangfeng;Wu, Bin;Wu, Chunhua;Niu, Xinxin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권6호
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    • pp.2781-2800
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    • 2016
  • Emerging attacks aim to access proprietary assets and steal data for business or political motives, such as Operation Aurora and Operation Shady RAT. Skilled Intruders would likely remove their traces on targeted hosts, but their network movements, which are continuously recorded by network devices, cannot be easily eliminated by themselves. However, without complete knowledge about both inbound/outbound and internal traffic, it is difficult for security team to unveil hidden traces of intruders. In this paper, we propose an autonomous anomaly detection system based on behavior profiling and relation mining. The single-hop access profiling model employ a novel linear grouping algorithm PSOLGA to create behavior profiles for each individual server application discovered automatically in historical flow analysis. Besides that, the double-hop access relation model utilizes in-memory graph to mine time-sequenced access relations between different server applications. Using the behavior profiles and relation rules, this approach is able to detect possible anomalies and violations in real-time detection. Finally, the experimental results demonstrate that the designed models are promising in terms of accuracy and computational efficiency.

패션제품의 충동구매행동에 관한 구조방정식 모델분석 (Analysis of Structural Equation Model on Impulse Buying Behavior for Fashion Products)

  • 박은주
    • 한국의류학회지
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    • 제29권9_10호
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    • pp.1306-1315
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    • 2005
  • Impulse buying has been considered a pervasive and distinctive phenomenon in the modern lifestyle and has been receiving increasing attention from consumer researchers and theorists. In the modern marketplace, spontaneous urges to buy and consume often compete with the practical necessity to delay the immediate gratification that purchasing provides. The purpose of this study is to conceptualize and test the framework of impulse buying behavior for fashion products using structural equation model. Data were obtained from 413 students attending universities during schedules classes in Busan. Analysis of the data, utilizing AMOS 4.1, supported most of the predictions. The results showed that situational variable(time available) and individual variable(fashion involvement) have direct effects on consumers' shopping emotions, including positive and negative emotion. Positive emotions had effects on all types of impulse buying(planned impulse buying, reminded impulse buying, and fashion-oriented impulse buying), while negative emotion affected two types of impulse buying(reminded impulse buying and fashion-oriented impulse buying). These emotional experiences influence impulse buying behaviors for fashion products serving as critical mediators. The findings suggest that time available and fashion involvement are good predictors mediated by shopping emotion to impulse buying behavior for fashion products. The implications of this research for future work on the shopping emotion and impulse buying behavior are discussed.

호텔 컨벤션 종사원의 변혁적 리더십이 에피커시와 조직 시민 행동에 미치는 영향 - 서울 지역 특1급 호텔을 중심으로 - (The Effect of Transformational Leadership on the Efficacy and Organizational Citizenship Behavior of Hotel Convention Employees)

  • 조성호
    • 한국조리학회지
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    • 제14권4호
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    • pp.368-384
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    • 2008
  • This study was designed to investigate the results of a performance analysis on the effect of transformational leadership on the efficacy of organizational citizenship behavior of hotel convention employees. This study referenced the relevant literature, proposed hypotheses to solve the main issues of inquiry, and made a corresponding empirical analysis. For the empirical analysis, a questionnaire was given to a total of 149 kitchen and food & beverage banquet employees at a Seoul area deluxe hotel convention. The model was tested using SPSS 12.0 and AMOS 5.0 on a sample of 149 surveys, of which 71% constituted a usable response rate. The results of the empirical analysis show the following. 1) Charisma and vision have a significant effect on group efficacy. 2) Individual consideration and intellectual stimulation have significant influence on self efficacy. 3) Individual consideration and intellectual stimulation have significant influence on group efficacy. 4) Altruism and conscientiousness have significant influence on group efficacy. 5) Sportsmanship and civic virtue have significant influence on self efficacy.

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기술수용모형을 이용한 인터넷 뱅킹과 모바일 뱅킹 이용의 차이에 관한 연구 (A Study of Comparison between Internet Banking and Mobile Banking by Extending the TAM)

  • 이동현;곽수환;황규승
    • 기술혁신연구
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    • 제14권1호
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    • pp.201-225
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    • 2006
  • Technology Acceptance Model (TAM) considers perceived ease of use and perceived usefulness as the important determinants of user behavior regarding information technology. As an extension of TAM, this research examines perceived security as an additional determining variable to explain an individual's acceptance and use of mobile banking as well as internet banking. The results show that perceived ease of use does not affect the individual's attitude toward the use of mobile or internet banking, while perceived usefulness does. Furthermore, perceived security affects perceived usefulness in mobile banking, but not in internet banking. In addition, in mobile banking, perceived security is positively related to perceived usefulness, though perceived security is negatively related to attitude. Finally, the average scores of surveyed data for Internet banking are higher and significantly different than those for mobile banking.

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웹의 상호작용 특성을 반영한 정보기술수용모형 (Technology Acceptance Model with Web Interactivity)

  • 장활식;김종기;오창규
    • Asia pacific journal of information systems
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    • 제12권4호
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    • pp.55-75
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    • 2002
  • The purposes of this study are in threefold; to explain the interactivity in web site, to extend the Technology Acceptance Model(TAM) in the WWW context, and to examine its relationship with the existing TAM components. We proposed that the WWW is not just web systems but interactive spaces for virtual community. Web interactivity is represented by the two constructs: system interactivity and social interactivity. We extended and empirically examined the TAM for the web context. An individual's attitude toward the use of the web site is significantly affected by the individual's perception about ease of use, usefulness, and system interactivity. At the same time, behavioral intentions to use the web site is highly related to the social interactivity. The results showed that the system interactivity and social interactivity of a web site are important factors in affecting the user's beliefs and behavior intention of such a web site, So web page providers not only have to make the web site useful and easy to use, but also need to design an interactive web page by putting both systemic aspects and social aspects.