• Journal of The Korean Institute of Defense Technology
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• v.5 no.1
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• pp.19-24
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• 2023

The future battlefield is expected to be very different from what it is today because of the development of new technologies. In particular, it becomes difficult to predict the war's outcome as AI and robots, whose performance is improved, participate in the battlefield. Accordingly, major countries including the US and China regard AI as the key technology and game changer that changing national competitiveness and future wars. Therefore, they are concentrating their efforts at the national level to occupy advance related technologies and to develop AI weapon systems. For this reason, countries are preparing strategies and policies to defense AI, and are actively expanding infrastructure, such as establishing organizations. In Korea, Defense AI is also being promoted. But, it suffers from a lack of governance that manages and controls integrally. Nevertheless, a significant consensus is forming on the necessity of establishing a defense AI center. In this study, we analyzed the status of defense AI promotion in major foreign countries such as the US, UK, and Australia, and suggested some implications for the establishment of defense AI policies.

• The Journal of Bigdata
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• v.4 no.1
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• pp.83-97
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• 2019

With sensor and communication technology development, spatial data related to business activities is exploding. Spatial data is now evolving into atypical data about space over three dimensions, away from two-dimensional geographic data. In addition to the Fourth Industrial Revolution, which connects the virtual space with the real space, there is a great opportunity for companies to utilize it. The analysis of recent overseas cases shows that it is possible to analyze customized services by understanding the situation of customers and objects located in the space, to manage risk, and furthermore to innovate business processes by analyzing spatial data. In the future, business innovation that combines spatial data from various sources and real-time analysis of relationships and situations between people and objects in space is expected to expand in all business fields.

• Information Systems Review
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• v.25 no.4
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• pp.233-248
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• 2023

The increasing integration of intelligent information technologies within organizational systems has amplified the risk to personal information security. This escalation, in turn, has fueled growing apprehension about an organization's capabilities in safeguarding user data. While Internet users adopt a multifaceted approach in assessing a company's information security, existing research on the multiple dimensions of information security is decidedly sparse. Moreover, there is a conspicuous gap in investigations exploring whether users' evaluations of organizational information security differ across industry types. With an aim to bridge these gaps, our study strives to identify which information security attributes users perceive as most critical and to delve deeper into potential variations in these attributes across different industry sectors. To this end, we conducted a structured survey involving 498 users and utilized the analytic hierarchy process (AHP) to determine the relative significance of various information security attributes. Our results indicate that users place the greatest importance on the technological dimension of information security, followed closely by transparency. In the technological arena, banks and domestic portal providers earned high ratings, while for transparency, banks and governmental agencies stood out. Contrarily, social media providers received the lowest evaluations in both domains. By introducing a multidimensional model of information security attributes and highlighting the relative importance of each in the realm of information security research, this study provides a significant theoretical contribution. Moreover, the practical implications are noteworthy: our findings serve as a foundational resource for Internet service companies to discern the security attributes that demand their attention, thereby facilitating an enhancement of their information security measures.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.7 no.1
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• pp.215-224
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• 2012

The purpose of this study is to investigate the external collaboration factors that affect the performance of Korean venture businesses. We use 1,567 firm data (from Venture Business Survey by Small & Medium Business Administration) and analyze the effect of the external collaborations with large business, research institutions, other small business, and foreign companies, on their sales increase between 2008 and 2009. Our analysis shows that Korean venture business' collaborations with research institutions or foreign companies increase their sales statistically significantly, while their collaborations with large business decrease their sales significantly. In the mean time, their collaborations with other small businesses show no significant result. Additional analysis on the collaboration categories between venture businesses and large businesses shows that collaborative R&D, employee training and collaborative marketing help venture business to increase their sales significantly, while financial collaborations have a significant negative effect on sales increase. Technology transfers and profit-sharing mechanism have no significant effect. The result shows that venture business' collaborations for the increase in the fundamental capability of innovations and for searching new markets rather than simple transfer of technology or financial collaborations, have significant positive effects on the increase in sales.

• Journal of Technology Innovation
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• v.26 no.4
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• pp.199-232
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• 2018

There are increasing needs for understanding and fathoming of business management environment through big data analysis at industrial and corporative level. The research using the company disclosure information, which is comprehensively covering the business performance and the future plan of the company, is getting attention. However, there is limited research on developing applicable analytical models leveraging such corporate disclosure data due to its unstructured nature. This study proposes a text-mining-based analytical model for industrial and firm level analyses using publicly available company disclousre data. Specifically, we apply LDA topic model and word2vec word embedding model on the U.S. SEC data from the publicly listed firms and analyze the trends of business topics at the industrial and corporate levels. Using LDA topic modeling based on SEC EDGAR 10-K document, whole industrial management topics are figured out. For comparison of different pattern of industries' topic trend, software and hardware industries are compared in recent 20 years. Also, the changes of management subject at firm level are observed with comparison of two companies in software industry. The changes of topic trends provides lens for identifying decreasing and growing management subjects at industrial and firm level. Mapping companies and products(or services) based on dimension reduction after using word2vec word embedding model and principal component analysis of 10-K document at firm level in software industry, companies and products(services) that have similar management subjects are identified and also their changes in decades. For suggesting methodology to develop analysis model based on public management data at industrial and corporate level, there may be contributions in terms of making ground of practical methodology to identifying changes of managements subjects. However, there are required further researches to provide microscopic analytical model with regard to relation of technology management strategy between management performance in case of related to various pattern of management topics as of frequent changes of management subject or their momentum. Also more studies are needed for developing competitive context analysis model with product(service)-portfolios between firms.

• 한국벤처창업학회:학술대회논문집
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• 2018.11a
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• pp.153-158
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• 2018

국내외 창업 교육 및 창업 현장에 있어 창업자 개인이 아닌 팀 단위의 역량을 중요시하고 있다. 다양한 창업지원 사업에서 팀의 구성에 따라 당락을 결정할 정도로 팀은 창업 초기에 빠르게 나아가기 위한 원동력이자 시너지를 낼 수 있는 중요한 역할을 한다. 또한 창업팀의 활동을 통해 구성원들의 역량이 성장하고 발전할 수 있다고 믿기 때문에 실패를 용인하고 재도전할 기회를 주는 등 사회 분위기도 개선되고 있다. 이러한 시대적 변화에 따라 기존의 창업가(entrepreneur) 중심에서 창업팀(entrepreneurial team) 단위의 연구로 흐름이 변화하고 있으나 이에 대한 연구는 매우 부족한 실정이다. 더욱이 국내 연구에 있어 창업팀에 대한 연구는 초기 단계로 해외의 연구 결과에 의존하고 있어 한국의 창업환경에 맞는 창업팀의 연구가 필요하다. 이러한 연구의 부족은 창업팀이라는 연구 대상이 한정되어있다는 점, 시간의 부족을 겪고 있는 창업 팀원들에게 의미 있는 자료를 끌어내기 어려운 점 등도 애로사항으로 작용하고 있다. 이에 본 연구에서는 창업팀의 특성 중 학습 행동을 유발하는 요인을 찾기 위해 창업팀의 지각된 다양성과 그 다양성을 수용하는 태도에 관하여 연구를 진행하였다. 본 연구의 결과는 다음과 같다. 첫째, 팀원들의 지각된 사회범주 다양성과 지각된 정보다양성이 높을수록 다양성을 수용하고자 하는 의지가 높게 나타났다. 둘째, 정보 다양성과 가치 다양성을 수용하는 태도가 좋을수록 자발적인 학습 행동이 더 많이 발생했다. 셋째, 단순히 다양한 사람들을 섞어 팀을 구성하는 것 자체로만은 학습 행동을 유발하지 않음을 확인하였다. 지각된 사회범주다양성은 정보다양성의 수용태도를 매개로 자발적인 학습 행동에 영향을 미쳤으며, 지각된 정보다양성은 정보다양성과 가치다양성 수용태도를 매개로 학습행동에 유의미한 영향을 주었다. 팀은 긍정적인 영향과 함께 부정적인 영향을 주기도하여 구성원간의 갈등을 야기시키며 창업실패의 요인이 되기도 한다. 본연구는 이러한 팀의 특성을 살펴봄으로서 향 후 창업팀의 육성과 지원 시 팀의 구성원간의 문제에 대한 관심을 유도하고 팀의 특성과 관련한 연구의 확산에 기여할 것으로 보인다.

• International Area Studies Review
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• v.15 no.1
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• pp.315-339
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• 2011

As the Korean economy grows, the brand value of Korean companies such as Samsung, LG and Hyundai Motor has been elevated greatly. Compared to the brand value of Korean companies, Korea's national image is very lowly ranked. In addition Korea's national brand is undervalued compared to economic volume. So, the purpose of this study is to find way to enhance the Korea's national brand in Japanese Market through brand credibility. The results as follows. First, this study find that brand credibility is consist of expertise and trustworthiness in Japanese market. Second Korea national image positive impact on brand credibility. Third, brand credibility positive impact on perceived quality and information cost saving. Finally, brand credibility negative impact on perceived risk. In conclusion, all hypothesis are significant. So these results are very useful to Korea government and Korean companies.

• International Commerce and Information Review
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• v.3 no.1
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• pp.197-223
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• 2001

최근 B2B 전자상거래 확산에 따른 물류문제를 해결하고 오프라인 물류와의 차별화롤 시도하기 위한 목적으로 다양한 물류측면의 대안이 제시되고 있다. 먼저 물류산업 자체의 e-business화를 추진함으로 기존 물류체계에서의 고비용 문제, 책임 소재가 불분명한 서비스 문제를 해결하고 운송정보의 실시간 제공을 통한 발주자, 화주자 간의 긴밀한 커뮤니케이션 형성과 해외시장을 겨냥한 글로벌 물류체계를 구축해야 한다. 다음으로 물류업종의 지나친 세분화, 기존 물류업체의 영세성과 혁신마인드의 부족, 그에 따른 제조 유통업체의 경쟁적 자가물류 확충의 악순환으로 제3자 물류시장 성장기반이 제한되어 오는 등 구조적인 문제점을 극복하기 위하여 주요 운송업체가 영세한 화주나 창고관리 위탁업무까지 대행하여 주는 지금까지의 제3자 물류 체제에서 대기업이 물류시장에 새롭게 진출하면서 사이버 물류시스템을 기반으로 기존 주요 운송업계와 VAN 사업자가 장악하고 있는 물류정보 서비스를 주도하는 제4자 물류체제로의 전환이 요구된다. 왜냐하면, SCM과 전자상거래 환경 하에서는 공급 망 내의 물류를 최적화하여 기업의 경쟁력을 강화하기 위해서 기능적 아웃소싱의 단계를 거쳐 물류기능의 통합과 운영의 자율권이 증대, 전체적인 공급연쇄 솔루션을 제공하는 서비스 제공자와 함께 기업의 경영자원, 능력, 기술을 관리하고 결합하는 공급연쇄 통합자로서 제4자 물류가 필요하기 때문이다. 이와 같은 제4자 물류체제가 본격 형성될 경우 물류정보와 인프라가 복잡하게 업혀있는 기존 물류산업이 재편되고, 특화된 물류솔루션을 바탕으로 한 산업별 물류체제 구축이 가속화될 것으로 예견되며, 일반기업 입장에서 물류부문의 아웃소싱이 촉진되어 물류산업기반이 확충될 수 있을 것이다.

• KIPS Transactions on Computer and Communication Systems
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• v.11 no.10
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• pp.353-362
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• 2022

The Russian-Ukraine war is accompanied by a military armed conflict and cyberattacks are in progress. As Russia designated Korea as an unfriendly country, there is an urgent need to prepare countermeasures as the risk of cyberattacks on Korea has also increased. Accordingly, impact of 19 cyberattack cases were analyzed by their type, and characteristics and implications were derived by examining them from five perspectives, including resource mobilization and technological progress. Through this, a total of seven measures were suggested as countermeasures for the Korean government, including strengthening multilateral cooperation with value-sharing countries, securing cyberattack capabilities and strengthening defense systems, and preparing plans to connect with foreign security companies. The results of this study can be used to establish the Korean government's cybersecurity policy.

• Korea Trade Review
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• v.42 no.5
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• pp.253-290
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• 2017

Research on reverse knowledge transfer from subsidiaries to headquarters is recently gaining prominence. The debate regarding the precedents affecting the phenomenon has yet to reach a consensus. Therefore, this paper attempts to identify the effects of an organization's subsidiaries' knowledge transfer capacity (KTC) on reversely transferred local market information (LMI) to headquarters. The present study also examines the moderating effect of intrinsic KTC on the relationship between extrinsic KTC and RKT in an effort to gain better insights into KTC. Through sample data gathered from South Korea, knowledge development capability and subsidiary willingness were found to be vital precedents for successful reverse transferring of LMI to headquarters. Furthermore, we also found that subsidiary willingness functions as an interfering moderator between the relationship of knowledge development capability and RKT. Theoretical contributions and practical implications of these findings are discussed.