• Journal of KIISE:Software and Applications
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• v.31 no.10
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• pp.1259-1265
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• 2004

In many applications, producing labeled data is costly and time consuming while an enormous amount of unlabeled data is available with little cost. Therefore, it is natural to ask whether we can take advantage of these unlabeled data in classification teaming. In machine learning literature, the co-training method has been widely used for this purpose. However, the current co-training method requires the entire features to be split into two independent sets. Therefore, in this paper, we improved the current co-training method in a number of ways, and proposed a new co-training method which do not need the feature split. Experimental results show that our proposed method can significantly improve the performance of the current co-training algorithm.

• Journal of Digital Convergence
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• v.14 no.7
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• pp.117-126
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• 2016

This study focuses the importance of relation between information attributes and communication of internet user. The author is to clarify how to communicate in internet environment and word-of-mouth as a result of social influence among internet user take place in relation to information attributes. The main findings are that comprehensive ease, relevance and novelty among information attributes positively influence reciprocal communication, reciprocal communication positively influences internalization and conformity, and those positively influence word-of-mouth communication.

• The Journal of the Convergence on Culture Technology
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• v.8 no.3
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• pp.245-251
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• 2022

This study attempted to examine the effect of virtual influencer, which is highly interested in consumers, and has recently been increasing the frequency of use in corporate marketing activities. In particular, the purpose is to examine the effect of the attributes of virtual influencer on consumers as an information source for a product or brand. To this end, the effect of perceived attractiveness, trustworthiness, and expertise of virtual influencer on SNS usage intention and imitation intention consumers was examined. As a result of the study, it was found that attractiveness among the attributes of virtual influencer had a positive effect on the usage intention, and attractiveness and trustworthiness had a positive effect on imitation intention. In addition, it was found that imitation intention had a positive effect on usage intention. In other words, the perceived attractiveness of virtual influencer by consumers through SNS is the most important attribute. These findings imply that when virtual influencer is used in marketing, companies must perceive the attractiveness of virtual influencer through content posted on SNS as well as their attributes as information sources. We expect the results of this study to provide major implications for marketing activities such as companies and public institutions that consider using virtual influencer.

• KSCE Journal of Civil and Environmental Engineering Research
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• v.34 no.6
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• pp.1837-1844
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• 2014

The study of safety culture estimate has received a wide attentions in many other industries, rather in the contexture of railroad stands at an initial phase. A factor analysis and internal reliability test were conducted to check if the survey results are reliable by looking at how the factors are dimensioned and how the questionnaires are sub-grouped in accordance with such factors, and further if there are any other common attributes being extracted as a new factor. The designed 5 factors were expanded to 7 through the test, and they were renamed accordingly. The questionnaires are reorganized according to the new 7 factors. It implicates that thorough investigation of the common attributes is important in reducing the gaps between interviewers' and interviewees' understanding. Moreover, the results of internal reliability test represent the new design of questionnaire is reasonably acceptable with the high reliable values. We expect such approaches can be applied for the railway culture survey study to be more reliable and applicable.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2015.05a
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• pp.113-115
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• 2015

In this paper, we proposed an algorithm based on movement prediction using rate of change of the attribute information of nodes what is called WRC(Weighted Rate Control) in delay tolerant networks(DTNs). Existing DTN routing algorithms based on movement prediction communicate by selecting relay nodes increasing connectivity with destination node. Thus, because the mobile nodes are in flux, the prediction algorithms that do not reflect the newest attribute information of node decrease reliability. In this paper, proposed algorithm approximate speed and direction of attribute information of node and analysis rate of change of attribute information of node. Then, it predict movement path of node using proposed weight. As the result, proposed algorithm show that network overhead and transmission delay time decreased by predicting movement path of node.

• Proceedings of the Korea Society for Simulation Conference
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• 2000.04a
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• pp.84-90
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• 2000

인터넷을 발전에 따라 데이터의 전송량이 음성 전송량을 능가하고 있으나 현재의 네트워크로는 빠르고 신뢰성 있는 데이터의 전송을 보장할 수 없다. 데이터와 음성 모두의 빠르고 신뢰성 있는 전송과 관리를 위하여 개발된 패킷 중심 네트워크를 NGN이라 한다. NGN에서는 효율적인 전송과 관리를 위하여 기존(PSTN)의 교환기의 콜 에이전트를 소프트웨어로 구성하여 범용컴퓨터에서 운용될 수 있도록 하였다. 본 논문에서는 콜 에이전트를 소프트웨어로 설계하기 위하여 H/W 개발을 위하여 설계된 기본호처리모델인 BCSM을 객체지향방법론의 표준인 UML을 이용하여 설계를 하였다. 그리고 설계된 모델의 검증을 위하여 LSL(LarchShared Language)를 이용하여 정형명세를 하였다.

• Proceedings of the Korea Information Processing Society Conference
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• 2007.05a
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• pp.271-274
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• 2007

소프트웨어 아키텍처 평가는 시스템을 위한 아키텍처의 적합성을 판단한다. 아키텍처 평가를 통해 아키텍처 결정 또는 확장 설계를 진행하며 목표 시스템에 대한 품질예측이 가능하다. 그러나 지금까지의 아키텍처 평가 방법은 참가자들의 투표에 의한 합의나 경험적인 직관에 의존하므로 많은 일정의 소요와 의사결정에 있어 객관적이고 효과적인 절차로 진행되고 있지 않다. 본 논문에서는 소프트웨어 아키텍처 평가에 있어 품질속성의 추적성을 이용한 방법을 제시한다. 요구사항 명세서로부터 아키텍처 설계결정인 품질속성의 추적성을 활용한 효율적인 아키텍처 평가 절차를 제시하고 아키텍처 결정사항에 대한 명시적인 근거를 제공할 수 있게 한다. 제시된 방법은 아키텍처 평가를 체계적이고 객관적으로 수행 가능하게 하여 아키텍처의 신뢰성을 높이고 최종적인 시스템 품질 향상에 기여할 수 있다.

• Proceedings of the Korean Society for Emotion and Sensibility Conference
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• 2000.11a
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• pp.171-177
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• 2000

본 연구는 ‘문화적 미래형 감성디자인 개발’을 위한 Car AV시스템 개발 프로젝트의 일환으로서 기존 제품의 사용성 평가와 사용자 관찰 방법 등을 통해 사용 환경과 사용자의 이용 행태에 관해 조사하고, 특히 컨조인트 분석을 통해 사용자의 선호도에 주요한 영향을 미친 신뢰성 있는 속성을 규명하고자 하는데 목적이 있다. 컨조인트 분석 프로세스에서 추출된 독립적인 각각의 속성과 수준들의 조합안을 바탕으로 사용자 선호도 조사를 함으로써 궁극적으로는 최적의 속성과 수준의 조합안을 제시하고자 한다. 또한 컨조인트 분석을 위해서 인터넷을 이용한 조사 시스템 구축과 활용 과정에 대해 살펴봄으로써 이의 실질적인 활용과 문제점에 관해 고찰하고자 한다.

• Management & Information Systems Review
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• v.30 no.2
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• pp.1-25
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• 2011

In this study, a survey of online coupon user in their 20's and 30's was undertaken to explore how e-coupon attribute, perceived risk affect the intention to continuously use online coupons through mediation of online coupon user satisfaction. Four variables were used as E-coupon attribute variables(economy, amusement, reliability, usefulness) with coupon type and gender being used as moderating variables. The analysis results of relationship between e-coupon attributes, perceived risk and online coupon user satisfaction indicated that amusement, usefulness significantly affected online coupon user satisfaction, and this, in turn, significantly affected the intention to continuously use online coupons. In addition, the test of difference between groups in coupon type and gender, two moderating variables used in this study, found that with respect to coupon type, a moderating effect existed in reliability, usefulness whereas for gender, a moderating effect existed in only reliability. It is considered that this study will provide a credible evidence basis for Internet shopping malls in establishing a coupon promotion strategy including a specific promotional mix best suited to their needs and resources, while implicating that offering highly reliable online coupons will contribute to enhancing satisfaction level among customers using online coupons.

• Proceedings of the Korea Information Processing Society Conference
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• 2010.11a
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• pp.280-282
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• 2010

위기대응 매뉴얼은 지진, 태풍 등 상황에 적절하게 적용되며 신뢰성 있게 작동한다는 것이 보장되어야 한다. 따라서 위기대응 매뉴얼의 검증은 필수적이며, 이를 위해 본 논문에서는 정형기법 도구인 Statemate를 이용한 명세, 검증 및 신뢰성 개선방안을 제시한다. 모델체킹을 통해서 매뉴얼 사용자들의 임의적인 판단을 일의킬 수 있는 Non-Determinism과 대응 매뉴얼이 달성하고자 하는 목표의 도달여부에 대해 검증을 수행할 수 있으며, 이외에도 사용자가 원하는 검증 속성을 Temporal Logic으로 작성해서 검증할 수 있다. 또한 도구에서 지원하는 시뮬레이션을 통해 제한적이지만 조치내용의 적절성 여부와 추가적으로 발생 가능한 트리거를 찾음으로써 위기대응 매뉴얼의 신뢰성을 향상시킬 수 있다.