• Proceedings of the Korean Institute of Intelligent Systems Conference
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• 2007.11a
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• pp.3-6
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• 2007

사람들이 어떠한 행동을 할 때는 특정 의도를 가지고 있기 때문에 상황에 맞는 적합한 서비스를 제공하기 위해서는 사용자가 현재 하고 있는 행동에 대한 의도를 파악해야한다. 이를 위해 의도와 행동사이의 연관성을 이용하여 사용자의 의도에 따른 행동의 모델을 만든다. 일상생활에서 사람들이 하는 행동은 작은 단위 행동들의 연속(sequence)으로 이루어지므로, 사용자의 단위행동의 순서를 분석한다면 의도에 따른 행동 모델을 만들기가 용이해진다. 하지만, 이런 단위 행동 분석 방법의 문제점은 같은 의도를 가진 행동이 완벽하게 동일한 단위 행동의 순서로 일어나지는 않는다는 점이다. 시스템은 동일한 동작 순서로 일어나지 않는 행동들을 서로 다른 의도를 가진 행동으로 이해하게 된다. 따라서 이 문제점을 해결할 수 있는 사용자 의도 파악 기법이 필요하다. 본 논문에서는 과거의 사용자의 행동 정보를 기반으로 행동들의 유사성을 판별하였고, 그 결과를 이용하여 행동의 의도를 파악하는 방법을 사용한다. 이를 위해, 과거 사용자가 한 행동들을 단위 시간 별로 나누어 단위 행동의 순서로 만들고, 이를 K-평균 군집화 방법(K-means)으로 군집들의 순서로 나타내었다. 이 변경된 사용자 행동 정보를 사용하여 은닉 마코프 모델을 학습 시키고, 이렇게 만들어진 은닉 마코프 모델은 현재 사용자가 행한 행동이 어떤 행동인지를 예측하여 사용자의 의도를 파악한다.

• Journal of Internet Computing and Services
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• v.13 no.2
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• pp.87-98
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• 2012

Understanding agent's intent is an essential component of the human-computer interaction of ubiquitous computing. Because correct inference of subject's intention in ubiquitous computing system helps particularly to understand situations that involve collaboration among multiple agents or detection of situations that can pose a particular activity. This paper, inspired by people have a mechanism for interpreting one another's actions and for inferring the intentions and goals that underlie action, proposes an approach that allows a computing system to quickly recognize the intent of agents based on experience data acquired through prior capabilities of activities recognition. To proceed intention recognition, proposed method uses formulations of Hidden Markov Models (HMM) to model a system's prior experience and agents' action change, then makes for system infer intents in advance before the agent's actions are finalized while taking the perspective of the agent whose intent should be recognized. Quantitative validation of experimental results, while presenting an accurate rate, an early detection rate and a correct duration rate with detecting the intent of several people performing various activities, shows that proposed research contributes to implement effective intent recognition system.

• 한국벤처창업학회:학술대회논문집
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• 2020.06a
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• pp.45-50
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• 2020

최근 계획된 행동이론을 바탕으로 국내 증권형 크라우드펀딩 투자자의 참여의도와 무리행동에 관한 연구를 수행하였다. 연구 결과 계획된 행동이론의 주요변인 중 태도와 주관적 규범은 증권형 크라우드펀딩 투자자의 참여의도에 정(+)의 영향을 미치는 것으로 확인되었다. 그리고 간접효과 분석 결과 참여의도는 태도, 주관적 규범과 무리행동 사이에서 매개적 역할을 하는 것으로 확인되었다. 그러나 계획된 행동이론에서 행동의도의 주요 변인으로 제시된 지각된 행동통제는 참여의도에 미치는 영향이 통계적으로 비유의적인 것으로 나타났다. 대신 무리행동에는 직접적으로 정(+)의 영향을 미치는 것으로 확인되었다. 한편 국내 증권형 크라우드펀딩 투자자는 실제 투자행동을 할 때 플랫폼에서 제공되는 펀딩 진행정보를 일종의 신호로 보고 다수의 다른 투자자를 모방하여 무리행동을 한다는 것을 실증적으로 확인하였다. 본 연구는 종전 연구의 후속연구로서 국내 증권형 크라우드펀딩 투자자의 손실보전기대가 참여의도 및 무리행동에 조절적 역할을 하는지 여부를 연구해 보고자 한다. 손실보전기대는 증권형 크라우드펀딩 투자로 인해 투자자가 받게 되는 각종 혜택이나 투자조건에 따라 크라우드펀딩 투자로 인한 손실 일부 또는 전부를 보전하거나 손실 발생 가능성을 낮출 수 있다고 믿는 정도를 말한다. 본 연구를 통해 국내 증권형 크라우드펀딩 투자와 관련한 각종 혜택 및 투자조건 등이 투자자의 손실보전기대를 유발하여 투자자의 참여의도와 무리행동에 조절적 영향을 미치는지 여부를 실증적으로 확인함으로써 향후 크라우드펀딩 관계 당사자들의 동 제도 활성화 및 투자자 보호를 위한 각종 정책 및 사업계획 수립 등에 유의미한 결과로 활용될 수 있을 것이다.

• Proceedings of the Korean Information Science Society Conference
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• 2011.06c
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• pp.315-318
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• 2011

최근 인간-컴퓨터 상호작용 분야에 있어서 사용자와의 원활한 협력을 위해 각종 센서 정보로부터 사용자 의도를 인식하고 행동을 예측하여 대응하는 의도대응 인터페이스에 대한 연구가 주목 받고 있다. 이는 사람들 사이에서는 자연스러운 일이며, 인간의 의도대응 과정을 모방하여 공학적으로 구현하는 연구가 활발히 진행 중이다. 본 논문에서는 보다 효과적으로 사용자의 의도에 대응하기 위해서 거울 뉴런과 마음의 이론을 기반으로 하는 사람의 의도대응 과정을 분석하고 이를 바탕으로 인터페이스에 적용 가능한 의도대응 방법을 제안한다. 본 논문에서는 센서로부터 즉각적으로 인식하여 대응 가능한 기본의도와 추가적인 지식을 통해 추론 가능하며 기본의도의 조합으로 이루어진 복합의도에 대해 계층적으로 대응하는 방법을 제안한다. 제안하는 방법은 행동네트워크를 이용하여 기본의도에 대해 즉각적으로 대응을 생성하며, 복합의도에 대하여 계획 기반 방법을 통해 대응 시퀀스를 생성하고 대응을 수행한다. 제안하는 방법은 일정 관리와 집안 관리 서비스를 제공하는 인공비서 시스템에 적용되었으며, 다양한 의도와 상황에 대한 생성 대응을 분석함으로써 사용자의 의도와 관측된 행동을 반영하여 적합한 대응을 생성함을 확인하였다.

• Journal of the Economic Geographical Society of Korea
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• v.15 no.2
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• pp.314-331
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• 2012

This study aims at examining the effect of Gyeryongsan national park visitors' tourism motivation on satisfaction and behavior intention based on conducted questionnaires. According to the empirical analyses, two effects were drawn. The results are as follows: First, the effect of tourism motivation on satisfaction and behaviour intention: Second, the moderation effect of tourism purpose on tourism motivation, satisfaction, and behavior intention. According to hypothesis testing for this study, physical motivation and personal motivation influenced satisfaction in terms of tourism motivation and satisfaction for the national park destinations. In addition, physical motivation and personal motivation affected behaviour intention in terms of tourism motivation and behaviour intention for the tourism destinations. Tourist satisfaction, besides, had a significant effect on revisit and word-of-mouth intention. Finally, moderate variables of tourism purpose had a significant influence on tourism motivation, satisfaction, and behaviour intention.

• Journal of Convergence for Information Technology
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• v.9 no.4
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• pp.68-77
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• 2019

The purpose of this study is to identify the optimal model to explain safety behavioral intention according to the recognition of safety communication in cabin through comparison of Planned behavioral theory and Triandis' theory of interpersonal behavior. In order to accomplish the study purpose, research model and hypothesis were established based on the previous research. As a result of the analysis, it was found that attitude and Perceived Behavioral Control had a positive effect on the safety behavioral intention. Triandis theory shows that social factors and habits have a positive impact on safety behavioral intention. In addition, A comparison of the two models confirms that both psychological processes of recognition and emotion are accompanied by the relationship between safety information awareness and safety behavioral intention.

• Korean Journal of Culture and Social Issue
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• v.18 no.3
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• pp.349-366
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• 2012

The importance of helping behavior in our society has been increasing and this study aimed to find the practical strategies to increase helping behaviors with minorities and general public in our communities. Participants(N=156) were randomly assigned to respond to a scenario which measured the intention to help either foreign workers or general public. Also, participants were given the scale of fairness and empathy to respond. The findings of this study demonstrated that (1) empathy and fairness had main effect of the intention to help other persons and empathy and different targets in the unfair perception had interactional effect; (2) the intention to help foreign workers was positively related to fairness and the intention to help general public was affected by empathy. The results showed that according to the perceived unfairness in helping behavior situations, the role of fairness which empathy did not explain was founded. These findings suggest that empathy and fairness in helping behavior are complementary to each other.

• Journal of Nutrition and Health
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• v.50 no.3
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• pp.284-293
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• 2017

Purpose: This study was conducted to examine the behavioral intentions of breastfeeding in single women using the theory of planned behavior. Methods: The questionnaires were distributed to 350 single women in her 20~30s, and 316 respondents were analyzed by descriptive statistics, Spearman's correlation, and multiple regression analysis. Results: The subjects showed strong intentions and favorable attitudes toward breastfeeding. The subjects were more favorably influenced by their mothers, siblings, friends, and coworkers who previously experienced breastfeeding than ones with no breastfeeding experiences. There were significant correlations between breastfeeding intention and attitudes (r = 0.321, p < 0.0001), subjective norms (r = 0.434, p < 0.0001), and perceived control (r = 0.307, p < 0.0001). However, regression analysis with two different age groups revealed that subjective norms (p < 0.0001) and perceived control (p < 0.001) contributed to the model of explaining breastfeeding intentions in subjects who were 25 years old or younger, whereas attitudes did not. In addition, subjects who were more than 25 years old showed that attitudes (p < 0.003) and subjective norms (p = 0.002) contributed to the model of explaining breastfeeding intentions while perceived control (p < 0.070) showed less contribution. Conclusion: These results suggest that the theory of planned behavior can be a useful tool to increase the rate of breastfeeding intentions in single women when designing educational materials, which requires consideration of age differences.

• Journal of Digital Convergence
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• v.16 no.8
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• pp.269-278
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• 2018

This study analyzed the outcome of 120 persons who used mobile game in order to investigate the influence that heuristic type which affects users' selection has on word of mouth, the influence that word of mouth has on users' behavioral intention and whether word of mouth will play the role of mediation between heuristic type and behavioral intention or not. First, heuristic(representatives, adjustment) type is found to have positive(+) influence on word of mouth (favorableness, reliance, persuasiveness). Second, while reliance word of mouth is found to have significant influence on behavioral intention, favorableness, persuasiveness and word of mouth is not found to have significant influence on behavioral intention. Third, heuristic (representative, adjustment) type is found to have significant influence on behavioral intention. Fourth, only reliance, word of mouth is found to play the role of mediation in the role of heuristic type and behavioral intention. The outcome of this study will help to understand users' behavioral intention selecting game in mobile game market.

• The Journal of the Convergence on Culture Technology
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• v.9 no.5
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• pp.453-462
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• 2023

This study explored the influence of conflict management styles (i.e., Integrating, Considering, Compromising, Dominating, Avoiding) adopted by early childhood teachers to deal with conflict that may arise with parents on parents' behavioral intentions (i.e., re-registration intentions, oral transmission intentions) with the mediating role of parents' trust in teacher on the relationship between conflict management styles and parents' behavioral intentions. The data were collected from 356 parents in southern Gyung-gi-do and data analysis was done through structural equation modeling using AMOS 26.0. The study results show that the Integrating style of teachers was positively related to the parents' intention of re-registration. Trust in teacher was found to have an mediation effect on the Integrating, the Avoiding and the Compromising styles and re-registration intentions and oral transmission intentions of parents respectively. The results imply the importance of conflict management styles and building trust for enhancing the parents' behavioral intentions.