• 한국빅데이터학회지
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• 제3권1호
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• pp.33-40
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• 2018

4차 산업혁명이 일어나면서 각 산업에서 새로운 개념이 탄생되었다. 각 산업의 새로운 개념은 빅데이터를 핵심 인프라로 가정하여 발전하고 있다. 따라서 빅데이터에 대한 품질관리가 점점 중요해 지고 있다. 본 논문에서는 빅데이터 품질 사례 연구를 통하여 빅데이터 품질관리 체계를 제시하고자 한다. 사례 연구를 위하여 새로운 정보기술을 활용한 법률서비스인 리걸테크 분야를 대상으로 하였다. 최근에 구현하고 있는 법무부 생활법률지식서비스를 위한 빅데이터 품질체계를 도출하였다.

• 디지털산업정보학회논문지
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• 제12권3호
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• pp.111-123
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• 2016

Recently, mobile devices have been widely used. Therefore, the service users want that are not constrained by time and space. Among them, electronic payment services, mobile finance service is enjoying a tremendous popularity. The FinTech is the result of the fusion of finance and ICT(Information & Communication Technology). Security experts is pointed the FinTech security risk. New technology and Innovative FinTech services are even available, Insecure FinTech services is insignificant. In this paper we were surveyed market and product trends of FinTech and analyzed the threats about FinTech. Also, we analyzed the security considerations for FinTech using a questionnaire. As a result, users considers secure payment process and privacy. Therefore, we proposed security considerations for each vulnerability. So, we must be resolved of security technology and policy issues. If establishing a secure payment process and the unclear legal issue is resolved, FinTech service will provide a secure financial services to the user.

• 정보처리학회논문지:소프트웨어 및 데이터공학
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• 제11권2호
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• pp.93-100
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• 2022

기존의 데이터 검색 방법으로는 키워드 중심의 검색 방법이 주로 사용되나, 이는 전문적인 용어가 많이 쓰이는 법률 분야의 검색 방법으로는 적합하지 않다. 이에 대해 본 논문에서는 법률 분야의 효과적인 데이터 검색 방안을 제안한다. 법률 도메인의 자연어처리 분야에서 문장 간의 유사성을 판단하는 데 최적화된 임베딩 방법에 관하여 서술한다. 법률문장을 TF-IDF를 이용하여 키워드 기반으로 임베딩하거나 Universal Sentence Encoder를 이용하여 의미 기반으로 임베딩을 한 후, BERT모델을 결합하여 법률 분야에서 문장 간 유사성을 검사하여 데이터를 검색하는 최적의 방안을 제안한다.

• Asian Journal of Innovation and Policy
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• 제3권1호
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• pp.1-24
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• 2014

Policy planners in Asia readily covet high technology districts and regional systems of innovation such as Silicon Valley. We examine the law's role, by way of covenants not to compete (競業禁止條項) in the development of Silicon Valley by reviewing the literature from 1999 through 2013. The research suggests that in certain high-tech districts such as Silicon Valley, there are greater gains in the innovation of a region by prohibiting CNCs. While we emphasize CNC law as the main legal determinant to Silicon Valley's success, the application of trade secret law and the inevitable disclosure doctrine are also factors that can aid or restrict the mobility and knowledge spillover of a region. Even with much explored, perspectives are lacking from a regional innovation systems analysis, and more so in the context of Asian nations. To tackle these gaps, three analytical frameworks are presented that entails labor law, law and economics, and law and innovation. And from within the law and innovation framework, research is introduced in the hope that future discussions on Asian regional innovation systems consider the legal foundation of Silicon Valley.

• International Journal of Computer Science & Network Security
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• 제22권11호
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• pp.177-183
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• 2022

Thanks to the informatization of society, complex and high-tech devices are being introduced in all areas of human life, and the latest technologies are being actively improved in the modern, globalizing world. The article deals with the issues of using information and communication technologies in legal activities. It also covers the main types of such activities: law-making, law enforcement, and interpretive activity. Since there is an increase in the flow and accumulation of legal information, it is practically impossible to use traditional methods of working with legal information. The article considers and analyzes the role of information and communication technologies in modern legal activity. It is necessary to reveal the principles, concepts, conditions, and factors of their development and develop theoretical and practical recommendations for the use of such technologies in order to solve legal tasks. The authors of the article raise the issues of increasing the efficiency of legal activity, as well as the integration of information technologies into practical legal activity and their use for collecting, storing, searching, and issuing legal and reference information. Much attention is paid to the specific use of automated data banks and information retrieval systems in legal practice that ensure the accumulation, systematization, and effective search for legally important information. The development of such technologies leads to the creation of comfortable conditions for a lawyer in the course of their professional activity. Currently, legal activity cannot exist without telecommunication technologies, legal reference systems, and electronic programs. The authors believe that due to the use of the latest information technologies, the time for making legal decisions has significantly accelerated, the process of searching and systematizing evidence has been worked out, and it has become possible to quickly and efficiently find information on adopted laws and legal acts.

• 한국중재학회지:중재연구
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• 제27권3호
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• pp.3-31
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• 2017

Legal tech is commonly considered as the use of software and technology in the process of providing legal services. It is disrupting the method in which legal services are traditionally rendered, and under the buzz word "e-arbitration" also extends to the area of international commercial arbitration. This article aims to give an introduction into the most pertinent issues in "e-arbitration", starting with an attempt at defining the term "e-arbitration" and with an overview of some of the service providers. It goes on to address the use of information technology in international arbitration and concludes with an analysis of key legal issues arising when various aspects of the arbitral process are commenced, conducted or concluded in digital form.

• 한국IT서비스학회지
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• 제20권1호
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• pp.131-143
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• 2021

Commercial transactions, one of the pillars of the capitalist economy, are occurring countless times every day, especially small and medium-sized businesses. However, small and medium-sized enterprises are bound to be the legal underdogs in contracts for commercial transactions and do not receive legal support for contracts for fair and legitimate commercial transactions. When subcontracting contracts are concluded among small and medium-sized enterprises, 58.2% of them do not apply standard contracts and sign contracts that have not undergone legal review. In order to support small and medium-sized enterprises' fair and legitimate contracts, small and medium-sized enterprises can be protected from legal threats if they can reduce the risk of signing contracts by analyzing various risks in the contract and analyzing and informing them of toxic clauses and omitted contracts in advance. We propose a risk prediction model for the machine reading-based legal contract to minimize legal damage to small and medium-sized business owners in the legal blind spots. We have established our own set of legal questions and answers based on the legal data disclosed for the purpose of building a model specialized in legal contracts. Quantitative verification was carried out through indicators such as EM and F1 Score by applying pine tuning and hostile learning to pre-learned machine reading models. The highest F1 score was 87.93, with an EM value of 72.41.

• International Journal of Advanced Culture Technology
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• 제4권3호
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• pp.1-5
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• 2016

The article discusses creation and development of venture investment mechanism in Russia. We analyze some tendencies of venture capital funds functioning which should be focused on the financing of development and production of high-tech products, for the period from the creation of the first funds of venture capital investment in 1994 to 2015. The study results may be of interest for business angels and venture capital funds, as well as for public authorities regulating the legal mechanisms to facilitate such investors.

• 무역학회지
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• 제43권2호
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• pp.127-157
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• 2018

본 연구의 목적은 4차산업혁명의 혁신 기술로 지목되고 있는 블록체인 기술이 국제무역거래에서 어떻게 안착될 수 있는 지를 조사하는 데에 있다. 무역결제방식이 전통적인 신용장에서 송금방식으로 선호되면서 핀테크 기술은 확산될 것으로 전망된다. 또한 개인의 해외직구입으로 국제무역거래가 급증하고 있기 때문에 보다 편리한 핀테크 기술은 각광받을 것이다. 아울러 국제무역거래에 있어서 안정성을 확보하고 리스크를 줄이기 위해 블록체인 기술은 확산될 것이다. 하지만 새로운 기술인 암호화폐 등 블록체인 기술은 법적안정성이 미비되어 있기 때문에 거래안정성을 우선시하는 무역거래에서의 확산은 제한될 수 있다.

• 한국정보시스템학회지:정보시스템연구
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• 제26권3호
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• pp.313-337
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• 2017

Purpose Financial technology, also known as FinTech, is conceptually defined as a new type of financial service which is combined with information technology and other traditional financial services like payments, investments, financing, insurance, asset management and so on. Most of the studies on FinTech services have been conducted from the viewpoint of technical issues or legal and institutional studies, and few studies are conducted from the health belief perspectives and security behavior approaches. In this regard, this study suggest an extended information protection behavior model. Design/Methodology/Approach The Health Belief Model (HBM), the Protection Motivation Theory (PMT), and the Technology Threat Avoidance Theory (TTAT) were employed to identify constructs relevant to information protection behavior of FinTech services. A new extended information protection behavior model in which the influence factors of information protection behavior (i.e., perceived susceptibility, perceived severity, perceived benefits, perceived barriers, perceived self-efficacy, subjective norms) affect perceived threats and perceived responsiveness positively, leading to information protection behavior of FinTech users eventually. This study developed an extended information protection behavior model to explain the protection behavior intention in FinTech users and collected 272 survey responses from the mobile users who had experiences with such mobile payments and FinTech services. Findings The finding of this study suggests that the influence factors of information protection behavior affect perceived threats and perceived responsiveness positively, and information protection behavior of FinTech users as well.