• 전기전자학회논문지
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• 제25권3호
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• pp.451-461
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• 2021

다양한 스마트 기기의 보급으로 인하여 악성코드로 인한 피해를 더욱 심각해지면서 머신러닝 기술을 활용한 악성코드 탐지 기술이 주목 받고 있다. 그러나 코드의 단편적인 특성만을 기반으로 머시러닝의 학습 데이터를 구성할 경우, 이를 회피하는 변종 및 신종 악성코드는 여전히 제작하기 쉽다. 이와 같은 문제를 해결하기 위한 방법으로 악성코드의 함수호출 관계를 학습 데이터로 사용하는 연구가 주목받고 있다. 특히, GNN을 활용하여 그래프의 유사도를 측정함으로써 보다 향상된 악성코드 탐지가 가능할 것으로 예상된다. 본 논문에서는 GNN을 악성코드 탐지에 활용하기 위해 바이너리 코드로부터 함수 호출 그래프를 생성하는 효율적인 방안을 제안한다.

• The Journal of Asian Finance, Economics and Business
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• 제8권1호
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• pp.103-112
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• 2021

The labor force plays an important role in attracting foreign direct investment (FDI) both in developed and developing countries. In countries where there are appropriate policies for training human resources and maintaining the health of human resources, such countries have a competitive advantage and can attract FDI inflows, besides having a workforce to meet the needs of foreign investors. The purpose of this paper is to analyze the effect of the labor force and several other factors on FDI attraction in Vietnam. The empirical model is employed to perform regression and correlation on the impact of the labor force, real gross domestic product, inflation, index of business freedom, and index of investment freedom on Vietnam's FDI attraction by using a secondary time series data set during the period 1995-2018. The empirical results found that both labor force and inflation have a positive influence on FDI at a 5% significance level; index of business freedom has a positive impact on FDI at a 10% significance level, and real gross domestic product and index of investment freedom have a positive impact on FDI at a 1% significance level. From these results, this study proposes several important policy implications for Vietnam in attracting FDI in the future.

• 유통과학연구
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• 제20권8호
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• pp.1-8
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• 2022

Purpose: Research on attracting foreign direct investment (FDI) plays an important role in helping provinces attract more FDI projects. However, with local competition, FDI enterprises also have to consider their investment. This study evaluates the provincial competitiveness to attract FDI in Thai Nguyen province, a province of Vietnam. In which provincial distribution of competitiveness is measured through nine indicators. Research design, data, and methodology: The study collects data (FDI and the provincial competitiveness index) from 2006 to 2020. The study uses Autoregressive Distributed Lag (ARDL) to text the impact of distribution of competitivenes on foreign direct investment. With time-series, the ARDL is suitable for data analysis. Results: The regression results indicate that the competition index of market entry and informal costs negatively impact attracting FDI into the province; The human resource training quality index has a positive effect on FDI. The results show that FDI enterprises pay much attention to business establishment procedures, hidden costs, and quality of human resources in the province. Conclusions: At the same time, in terms of practice, the results of this study, the authors also offer solutions to help improve the ability to attract FDI into Thai Nguyen province. The significant provincial competitiveness indicators should be taken into account for improvement first.

• International Journal of Computer Science & Network Security
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• 제22권9호
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• pp.343-347
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• 2022

To date, the use of artificial intelligence has already brought certain results in such areas of art as poetry, painting, and music. The development of AI and its application in the creative process opens up new perspectives, expanding the capabilities of authors and attracting a new audience. The purpose of the article is to analyze the essential, artistic, and technological limitations of AI art. The article discusses the methods of attracting AI to artistic practices, carried out a comparative analysis of the methods of using AI in visual art and in the process of writing music, identified typical features in the creative interaction of the author of a work of art with AI. The basic principles of working with AI have been determined based on the analysis of ways of using AI in visual art and music. The importance of neurobiology mechanisms in the course of working with AI has been determined. The authors conclude that art remains an area in which AI still cannot replace humans, but AI contributes to the further formation of methods for modifying and rethinking the data obtained into innovative art projects.

• 유통과학연구
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• 제21권2호
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• pp.1-6
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• 2023

Purpose: Research on attracting foreign direct investment plays an important role in ASEAN countries. ASEAN has needed FDI capital for development and integration with many developing countries. Research design, data and methodology: This study is conducted to assess the impact of factors: inflation (INF), economic growth (GDP), population (POP), and trade (TRADE) on attracting foreign direct investment (FDI) of ASEAN countries. The study will find out how factors distribution contributes to FDI attraction. The study collects data from 10 ASEAN countries from 2010 to 2020. With data collected for ten countries from 2010 to 2020, data analysis with panel data will be used in this study. The Regression with Driscoll-Kraay standard errors correction model will be used in the study. Results: Panel data analysis shows that economic growth and population positively impact FDI attraction in ASEAN countries. However, two factors: INF and TRADE, do not affect FDI. Conclusions: Countries need to focus on economic development, create many good conditions for people and domestic enterprises and create opportunities for foreign investors to pay more attention. improving the quality of domestic human resources will help to better improve the working quality factor when the demand for high-quality human resources increases.

• International Journal of Advanced Culture Technology
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• 제10권2호
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• pp.240-245
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• 2022

Because of the importance of the information, encryption algorithms are heavily used. Raw data is encrypted and secure, but problems arise when the key for decryption is exposed. In particular, large-scale Internet sites such as Facebook and Amazon suffer serious damage when user data is exposed. Recently, research into a new fourth-generation encryption technology that can protect user-related data without the use of a key required for encryption is attracting attention. Also, data clustering technology using encryption is attracting attention. In this paper, we try to reduce key exposure by using homomorphic encryption. In addition, we want to maintain privacy through similarity measurement. Additionally, holistic similarity measurements are time-consuming and expensive as the data size and scope increases. Therefore, Min-Hash has been studied to efficiently estimate the similarity between two signatures Methods of measuring similarity that have been studied in the past are time-consuming and expensive as the size and area of data increases. However, Min-Hash allowed us to efficiently infer the similarity between the two sets. Min-Hash is widely used for anti-plagiarism, graph and image analysis, and genetic analysis. Therefore, this paper reports privacy using homomorphic encryption and presents a model for efficient similarity measurement using Min-Hash.

• Geomechanics and Engineering
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• 제32권3호
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• pp.321-333
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• 2023

Rock masses often contain natural fractures of varying sizes, and the size of the natural fractures may affect the propagation of hydraulic fractures. We conduct a series of triaxial hydraulic fracturing tests to investigate the effect of the pre-existing fracture size a on hydraulic fracture propagation. Experimental results show that the pre-existing fracture size impacts hydraulic fracture propagation. As the pre-existing fracture size increases, the hydraulic fracture propagates towards the pre-existing fracture tips, evidenced by the decreased distance between the final hydraulic fracture and the pre-existing fracture tips. Furthermore, the attracting effect of pre-existing fracture tips increases when the distance between the wellbore and the pre-existing fracture is short (L/D=2 or 4 in this study). With increased distance between the wellbore and the pre-existing fracture (L/D=6 in this study), the hydraulic fracture propagates to the middle of the pre-existing fracture rather than the tips, as the attracting effect of the pre-existing fracture diminishes.

• 융합경영연구
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• 제11권5호
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• pp.57-67
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• 2023

Purpose: An evaluation of Uzbekistan's steps towards competitiveness for FDI globally is presented in this paper. Specifically, the purpose of this paper is to analyze the case of Uzbekistan, and to determine the strategies that can be implemented to increase the competitiveness in attracting foreign investment. Research design, data and methodology: To investigate the FDI environment and identify effective strategies, Global RPM and QSPM analyses were conducted in addition to in-depth interviews with experts. In particular, this study uses the method of Global RPM analysis to make a comprehensive evaluation and analysis on globalization, rationality, and professionalism and morality dimensions of FDI in Uzbekistan. Results: According to the analysis, the conditions of political situation, financial stability, legal frameworks, as well as economic environment of the country play a significant role in bringing in FDIs from abroad. Moreover, based on the results, Uzbekistan scored lowest on globalization, indicating that the country has a low level of integration and openness to the global economy and society. Conclusions: Uzbekistan can boost its productive capacity and GDP growth with FDI, but it has to overcome many structural and logistical obstacles. Furthermore, adhering to the chosen strategies, policymakers can leverage FDI to stimulate economic growth, leading to the generation of new jobs and expanded opportunities in Uzbekistan.

• 한국수산과학회지
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• 제20권4호
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• pp.341-347
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• 1987

현재 대통발과 플라스틱통발의 붕장어 유입성능과 구성재료에 따른 차이 등을 알아보기 위해, 수조실험을 통해 이들 통발에 대한 붕장어의 행동을 조사하여 다음과 같은 결과를 얻었다. 1) 붕장어의 색이행동은 주로 후각에 의존하며, 시각감도는 매우 나쁜 것 같았다. 2) 붕장어의 통발접촉수는 통발투하후 급격히 증가하여 주로 30분 이내에 최대치를 보였다가 차차 감소하였다. 3) 붕장어의 입롱은 통발 투하후 30분 이내에 주로 일어나고, 입롱이 일어나면 통발에의 접촉수가 증가하며, 입롱이 빨리 일어날수록 최대접촉수도 빨리 나타났다. 4) 통발에 접근한 붕장어의 대부분은 미끼가 있는 부분으로 향하여 그곳의 통발외벽을 계속적으로 쪼았고, 입구를 접촉하는 것은 매우 우연적이었다. 5) 붕장어가 통발의 입구를 접촉했을 때는 강한 주촉성을 보이지 않고, 입구를 접촉한 총 회수 중에서 $40\%$ 정도는 입롱을 시도하지 않은 채 도피하였다. 6) 붕장어가 입롱을 시도한 총 회수 중에서 $20\%$는 완전 입롱하였고 나머지 $80\%$는 입롱시도후 도피하였는데, 이러한 불리한 입롱은 주로 입구깔때기의 길이가 긴 것에 기인하는 것 같았다. 7) 통발을 수조바닥에 수평으로 놓은 경우는 미끼의 위치가 통발의 입구쪽에서 꽁무니쪽으로 갈수록 붕장어 유입성능이 나빴다. 8) 통발속에 미끼를 방치하고 통발의 꽁무니쪽을 들어 $30^{\circ}$로 경사시킨 경우는 통발을 수평으로 하여 미끼를 입구쪽에 고정한 경우와 붕장어 유입성능에 대차가 없었으나, 통발의 입구쪽을 들어 $30^{\circ}$로 경사시킨 경우는 유입성능이 매우 나빴다. 9) 대통발과 플라스틱통발을 비교하면, 붕장어의 입롱이 플라스틱통발에서 수분 정도 늦어질 뿐 별다른 차이는 없었다.

• 한국콘텐츠학회논문지
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• 제11권5호
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• pp.403-412
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• 2011

본 연구의 목적은 관광자원의 지역경제 활성화 방안에서 관광자원, 관광정책 그리고 지역경제 활성화간의 상관관계를 분석하여 관광정책의 방향성을 제시하는데 있다. 설문조사는 2010년 7월 1일부터 30일까지 충청지역과 경상도지역의 국 공립 연구원 전문가를 대상으로 실시하여 최종 283부의 연구샘플이 수집되었고, 통계 처리는 SPSS 15.0과 AMOS 6.0을 이용하여 분석하였다. 분석결과, 지역관광자원이 풍부할수록 지원제도와 유치전략에 유의한 영향을 미치는 것으로 분석되었으며, 지원제도는 유치전략에 유의한 영향을 미치는 것으로 나타났다. 그리고 관광정책이 지역경제 활성화에 유의한 영향을 미치는 것으로 검증되었으며, 유치전략에 의한 효과보다 지원제도에 의한 간접적 영향이 더 큰 것으로 확인 되었다. 그러나 관광자원이 지역경제 활성화에 유의한 영향을 미칠 것이라는 가설은 의외로 기각되었는바, 우수한 지역관광자원의 보유와 무관하게 관광정책이 구체적으로 시행되지 않으면 지역경제에 무익하다는 것을 입증하고 있다. 따라서 정부는 관광특구, 지역축제, 문화재의 지정 등을 통한 관광자원의 지속가능한 개발과 패키지화를 추구하되, 개발 및 선정기준의 업그레이드와 지속적인 평가관리를 통해 지자체에 의한 남발과 중복투자를 막고 관광부문의 질적 발전을 유도해야 할 것으로 보이며, 5+2광역경제권이 출범한 상황에서 관광분야의 광역연계협력사업이나 초광역적 연계협력사업을 적극적으로 시도하는 것이 바람직할 것으로 사료된다.