• KSCE Journal of Civil and Environmental Engineering Research
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• v.40 no.2
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• pp.247-255
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• 2020

Currently, urban regeneration is carried out mostly in a permanent and fixed way of planning, and due to the nature of the master plan, it is limited to immediately accepting the opinions of residents. In this study, the factors of idle space were derived based on a temporary use strategy, and the direction of idle space was presented by comparing the importance of experts with the survey of residents' perceptions and preferences. As a result, residents preferred to improve the aging physical environment first because of the target location characteristics, while experts ranked it in line to reflect the importance of the use of temporary uses that can quickly improve the urban environment. Therefore, it is desirable to recognize the importance of the temporary use strategy and to refine the priorities of the two groups and conduct a temporary test to derive the optimal utilization measures and reflect them in the master plan. In order to implement a temporary use strategy in the future, it is necessary to present a space utilization plan that reflects detailed prior investigation through analysis of target location characteristics and usage patterns.

• Journal of Digital Convergence
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• v.13 no.10
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• pp.195-207
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• 2015

Social media marketing should be approached in a different way from traditional media marketing. This study uses a theoritical and empirical method to analyze what impact social media's key elements - provide information, interactivity and playfulness - have on corporate performance and awareness. As a result, the increase in the level of provide information, and the level of interactivity turned out to have positive impact on corporate performance and awareness. To improve the impact of social media on corporate performance, it is better to use it more extensively for customer management and marketing, rather than simply focusing on a specific part of social media. In conclusion, it is important to have a better understanding of the key elements of social media in order to improve corporate performance and image. In a situation where senior firms are increasingly adopting social media, it is increasingly important to have social media-related PR marketing subject included in senior education.

• Proceedings of the Korean Society of Computer Information Conference
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• 2018.01a
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• pp.63-66
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• 2018

세계경제는 지식이 기업의 경쟁력을 좌우하는 글로벌 지식경제시대로 진입했다 할 수 있다. 즉 지식이 국가 경쟁력을 좌우하고, 지식을 활용한 다양한 경영활동이 기업의 성패를 결정짓는 지식경영시대가 도래 한 것이다. 이에 본 연구는 우리나라의 IT기업에 종사하는 종사자들을 대상으로 하여 프로젝트 참여자, 조직의 특성, 관계자의 특성이 지식의 공유 및 활용에 어떠한 영향을 주며 이는 기업의 성과에 긍정적인 영향을 주는 요인이 무엇인가를 살펴보았다. 그 결과 본 연구에서 제시한 모든 요인들이 지식공유 및 활용에 긍정적인 영향을 주며 이는 작게는 특정 프로젝트의 성과에 긍정적인 영향을 주며 크게는 기업의 성과에 긍정적인 영향을 주는 것으로 나타났다.

• Journal of Broadcast Engineering
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• v.27 no.6
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• pp.872-884
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• 2022

With the development of the IoT industry, different types of time series data are being generated in various industries, and it is evolving into research that reproduces and utilizes it through re-integration. In addition, due to data processing speed and issues of the utilization system in the actual industry, there is a growing tendency to compress the size of data when using time series data and integrate it. However, since the guidelines for integrating time series data are not clear and each characteristic such as data description time interval and time section is different, it is difficult to use it after batch integration. In this paper, two integration methods are proposed based on the integration criteria setting method and the problems that arise during integration of time series data. Based on this, integration framework of a heterogeneous time series data was constructed that is considered the characteristics of time series data, and it was confirmed that different heterogeneous time series data compressed can be used for integration and various machine learning.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.12 no.2
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• pp.41-54
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• 2017

The purpose of this study is to find out how the support system of the government and the local governments for enhancing the success rate of the startup firms affected the performance of the enterprises according to the behavior characteristics of the founders. It is divided entrepreneurial support system into entrepreneurial policy support such as entrepreneurial education, mentoring and consulting, and funding of startup support such as policy fund and R & D fund, distinguished the behavior of founder into behaviors for discovery of entrepreneurial opportunities and behaviors for exploiting entrepreneurial opportunities. In order to analyze whether it affects the corporate management performance, a research model was created based on the previous research and hypotheses were set up, and the hypotheses were verified based on this questionnaire. The results of this study are as follows: First, it is found that the support for entrepreneurial policy has a positive effect on the behavior characteristics of entrepreneur. Second, it is found that the startup support such as policy fund affects the behavioral characteristics for finding the opportunity of the founder, but it does not affect the behavioral characteristics for the opportunity exploit. Third, it was found that the behavior characteristics of entrepreneur founding opportunity and exploition of entrepreneurial opportunity influenced the performance of the company. According to the this study, the following conclusion were obtained, First, it is necessary to apply different policies according to the stage of growth of startup companies. Second, startup companies grow through the stages of development of new technologies and ideas, commercialization, and marketing, at each stage, entrepreneur must overcome the so-called Death Valley, which requires funding.

• Proceedings of the Korea Information Processing Society Conference
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• 2022.11a
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• pp.213-215
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• 2022

빅데이터, 인공지능, 클라우드 등의 기술이 발전함에 따라서 개인 정보나 중요 데이터가 많이 노출되고 있다. 동형암호는 암호화된 데이터에 대해서 직접 연산이 가능한 암호체계이다. 이러한 특성은 오늘날 클라우드 컴퓨팅 플랫폼에 매우 중요한 기술이지만, 많은 연산으로 인해 처리 시간이 오래 걸려 많이 사용되어 오고 있지 않다, GPU는 병렬 연산의 특성을 활용하여 CPU가 담당하는 작업을 훨씬 효율적으로 작업하는 것이 가능하다. 본 논문에서는 GPU를 활용하여 동형 암호의 속도 향상을 위한 기법 연구 동향에 대해 알아본다.

• Journal of Korea Society of Industrial Information Systems
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• v.14 no.4
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• pp.183-197
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• 2009

The purpose of this paper is to study whether there are differences in the relationship between IT utilization level and organizational performance among large, medium and small-sized enterprises. This study first assessed the immediate influence of IT utilization level on organizational performance, and then further examined the moderating effects of the organizational size and the environmental dynamism that had influences on the relationship between IT utilization level and organizational performance. The empirical test revealed that IT utilization level had significant impact on organizational performance in case of all sized enterprises. But, the sub-group analysis revealed that IT utilization level had no statistically significant impact on organizational performance in case of large enterprises despite of higher IT utilization level than small and medium-sized enterprises. The relationship between IT utilization level and organizational performance was not moderated significantly by environmental dynamism in case of all sized enterprises. But, the sub-group analysis revealed that environmental dynamism had significant moderating effect on the relationship between IT utilization level and organizational performance in case of large and small-sized enterprises when there was a high level of environmental dynamism.

• Journal of KIISE
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• v.44 no.11
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• pp.1231-1235
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• 2017

Given the network structure in online social network, it is important to determine a way to distinguish spam accounts from the network features. In online social network, the service provider attempts to detect social spamming to maintain their service quality. However the spammer group changes their strategies to avoid being detected. Even though the spammer attempts to act as legitimate users, certain distinguishable structural features are not easily changed. In this paper, we investigate a way to generate meaningful network structure features, and suggest spammer detection method using recursive structural features. From a result of real-world dataset experiment, we found that the proposed algorithm could improve the classification performance by about 8%.

• Journal of the Korean Recycled Construction Resources Institute
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• v.4 no.4
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• pp.105-110
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• 2009

It's important to study about suitable substitutional material of expensive silica fume because it used widely for silica fume as a high-strength mortar binding agent. The main purpose of this study is to check which is the most efficient binder for the expensive silica fume's alternative material. And this study also present basic data about to make high-strength mortar when we use alternative material instead of silica fume through research outcome. Also writers analzed flow properties respectively, so it was founded out the substitutional goods fare like meta-kaolin, HMBA which are less expensive than silica fume because they are in domestic enough.

• Proceedings of the Korean Society of Computer Information Conference
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• 2020.07a
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• pp.199-202
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• 2020

본 논문에서는 가짜뉴스 탐지 모델에 워드 임베딩 기법을 접목하여 성능을 향상시키는 방법을 제안한다. 기존의 한국어 가짜뉴스 탐지 연구는 희소 표현인 빈도-역문서 빈도(TF-IDF)를 활용한 탐지 모델들이 주를 이루었다. 하지만 이는 가짜뉴스 탐지의 관점에서 뉴스의 언어적 특성을 파악하는 데 한계가 존재하는데, 특히 문맥에서 드러나는 언어적 특성을 구조적으로 반영하지 못한다. 이에 밀집 표현 기반의 워드 임베딩 기법인 Word2vec을 활용한 텍스트 전처리를 통해 문맥 정보까지 반영한 가짜뉴스 탐지 모델을 본 연구의 제안 모델로 생성한 후 TF-IDF 기반의 가짜뉴스 탐지 모델을 비교 모델로 생성하여 두 모델 간의 비교를 통한 성능 검증을 수행하였다. 그 결과 Word2vec 기반의 제안모형이 더욱 우수하였음을 확인하였다.