• 제목/요약/키워드: financial fields

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금융부문 암호기술의 안전성 강화를 위한 보안고려사항 (The Considerable Security Issues on the Security Enforcement of Cryptographic Technology in Finance Fields)

  • 김영태;이수미;노봉남
    • 정보보호학회논문지
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    • 제19권4호
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    • pp.137-142
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    • 2009
  • 최근까지 암호기술에 대해 알려진 공격이나 안전성 저하현상에 의해 국내외 주요기관들은 권장되는 암호기술의 종류, 사용기간, 안전성 파라미터 등을 명확하게 명시하고 있다. 이에 따라 국내 금융권에서도 일부 암호기술을 교체하기 위한 작업이 이루어져야 할 것이다. 본 논문에서는 금융권에서 시급히 이루어져야하는 금융권 암호기술 적용 현황파악 및 취약 암호기술 선별 등 선행작업과 금융권 암호기술관리 방안에 대해 살펴보고, 향후 암호기술의 안전성에 대한 급격한 변화에도 금융시스템의 신뢰도를 유지할 수 있도록 중장기적인 관점에서의 암호기술 관리방안에 대해 제시한다.

토픽모델링 분석 기법을 활용한 국내외 금융보안 분야 연구동향 분석 (Analysis of Domestic and Foreign Financial Security Research Activities and Trends through Topic Modeling Analysis)

  • 채호근;이기현;이주연
    • 한국산업정보학회논문지
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    • 제26권1호
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    • pp.83-95
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    • 2021
  • 본 연구에서는 금융보안 분야의 핵심 연구분야를 도출하고, 방향성을 제시하기 위하여 토픽모델링을 통해 국내외 주요 연구 동향 비교분석을 수행하였다. 이를 위해, 학술저널에서 국내외 논문 데이터를 수집하였으며 LDA 분석을 통해 금융보안 관련 주요 연구분야를 1차 추출하였다. 이후 주요 연구분야의 시계열 선형회귀 분석을 통해 Hot & Cold 토픽을 도출하였다. 분석결과 국내의 경우 유망연구 분야로는 정부의 정책적 이슈와 개인정보 및 공인인증 관련 연구가 도출되었으며, 국외의 경우 암호 프로토콜과 양자보안 등 고도의 보안 시스템 개발을 위한 관련 연구가 도출되었다. 최근 국내에서도 공인인증 폐지함에 따라 다양한 보안기술의 적용이 가능해지고, 이를 위한 유망연구 분야의 변화가 예상된다. 이에 본 연구의 결과물이 국내 금융보안 분야의 성공적 로드맵 수립 및 개발에 기여될 수 있기를 기대한다.

자본시장의 위상전이행태에 관한 학제간 융합연구 : 사례연구 (An Interdisciplinary Case Study on the Phase-Shifting Behavior of Financial Markets)

  • 류두진;주강진;김현나;양희진
    • 경영과학
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    • 제33권2호
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    • pp.117-131
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    • 2016
  • This study introduces the concepts on the phase-shifting phenomenon of financial markets, which was firstly used in econophysics area and explains how the phase-shifting behavior is studied in the fields of business management and finance. Specifically, we explain how the phases of financial markets are extremely changed under some external conditions, do an extensive literature review, and carry out case studies focusing on the 3 major financial crisis events including the 87 October crash, 97 Asian financial crisis, and 2007 global financial crisis. We also empirically examine the phase-shifting behavior of the Korean ELW products that has a similar payoff structure to the KOSPI200 options.

A Survey of the Application of Blockchain in Multiple Fields of Financial Services

  • Wang, Yiran;Kim, Dae-Kyoo;Jeong, Dongwon
    • Journal of Information Processing Systems
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    • 제16권4호
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    • pp.935-958
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    • 2020
  • The core value of finance is credit. It can be said that without credit, there can be no finance. The distributed structure of the blockchain and the low-cost trust-building mechanism based on mathematical algorithms provide a new solution and path for solving and optimizing related problems in the financial field. The blockchain technology is applied in the development of the financial industry through consensus mechanisms, smart contracts, and distributed networks. In this research, a comprehensive survey of the blockchain technology is proposed in the development of financial services including equity crowdfunding and credit investigations in inclusive finance, cross-border remittance, Internet financial payment, P2P lending, supply chains finance, and the application of blockchain in the field of anti-money laundering. This paper discusses the role of blockchain in solutions to different issues in the financial field. It also discusses the architectures in different financial service application scenarios from the perspective of the financial trust mechanism and the perspective of the technology and rule change of blockchain participation in financial innovation. Finally, the problems and challenges of blockchain in financial services are discussed, and corresponding solutions are proposed.

Applications of the Text Mining Approach to Online Financial Information

  • Hansol Lee;Juyoung Kang;Sangun Park
    • Asia pacific journal of information systems
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    • 제32권4호
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    • pp.770-802
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    • 2022
  • With the development of deep learning techniques, text mining is producing breakthrough performance improvements, promising future applications, and practical use cases across many fields. Likewise, even though several attempts have been made in the field of financial information, few cases apply the current technological trends. Recently, companies and government agencies have attempted to conduct research and apply text mining in the field of financial information. First, in this study, we investigate various works using text mining to show what studies have been conducted in the financial sector. Second, to broaden the view of financial application, we provide a description of several text mining techniques that can be used in the field of financial information and summarize various paradigms in which these technologies can be applied. Third, we also provide practical cases for applying the latest text mining techniques in the field of financial information to provide more tangible guidance for those who will use text mining techniques in finance. Lastly, we propose potential future research topics in the field of financial information and present the research methods and utilization plans. This study can motivate researchers studying financial issues to use text mining techniques to gain new insights and improve their work from the rich information hidden in text data.

Proposal of Artificial Intelligence Convergence Curriculum for Upskilling of Financial Manpower : Focusing on Private Bankers and Robo-Advisors

  • KIM, JiWon;WOO, HoSung
    • 4차산업연구
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    • 제2권1호
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    • pp.19-32
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    • 2022
  • Purpose - As new technologies that have led the 4th industrial revolution spread after the COVID-19 pandemic, the business crisis of existing financial institutions and the threat of employee jobs are growing, especially in the financial sector. The purpose of this study is to propose a human-technology convergence curriculum for creating high value-added in financial institutions and upskilling financial manpower. Research design, data, and methodology - In this study, a curriculum was designed to strengthen job competency for Private Bankers, high-quality employees of a bank dealing with high-net-worth owners. The focus of the design is that learners acquire skills to use robo-advisors as a tool and supplement artificial intelligence ethics. Result - The curriculum is organized into a total of 16 classes, and the main contents are changes in the financial environment and financial consumers, the core technology of robo-advisors and AI ethics, and establishment and evaluation of hyper-personalized asset management strategies using robo-advisors. To achieve the educational goal, two evaluations are performed to derive individual tasks and team project results. Conclusion - Human-centered upskilling convergence education will contribute to improving employee value and expanding corporate high value-added business areas by utilizing new technologies as tools. It is expected that the development and application of convergence curriculum in various fields will continue to be advanced in the future.

인터넷 뱅킹의 사례연구를 통한 서비스모델 구현에 관한 연구 (The Study on Service Model through the Case Study of Internet Bank)

  • 박종돈
    • 통상정보연구
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    • 제7권1호
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    • pp.75-94
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    • 2005
  • With most major full service banks having launched transactional Internet banking, attention is shifting to the realities of managing the Internet channel as a profitable component of an overall delivery strategy. In addition to examining Case Study and Internet Bank Model. Services of Internet Banking available through the Internet are as follows. 1. credit card loans, personal loans. 2. high-yield financial products. 3. insurance products. 4. securities products. 5. Case study of Foreign Internet Banking(ING, BNP, HSNC, City Bank). The study reviewed fields, including financial services, customer service, Website formation and design, convenience of use and system safety, Internet Banking Model, and many related areas. Internet Banking earned high marks in most fields. This study review focuses on the following: Understanding and meeting consumer expectations for us ability, site performance and functionality. Integrating the Internet channel into overall marketing, product delivery and customer service strategies. Strategies to increase customer satisfaction with Internet Banking and to attract new Internet bankers. therefore this study review activity model concretion of Internet Banking Model and Case Study.

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TPM, PAC 활동에서 생산성지표와 재무회계 지표의 연계방안 전략 (The Linkage Strategies Between Productivity Metrics and Financial Accounting Metrics in TPM and PAC Activities)

  • 최성운
    • 대한안전경영과학회지
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    • 제15권3호
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    • pp.151-161
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    • 2013
  • This paper proposes a strategic model of linkage between productivity metrics and financial accounting metrics to properly evaluate the financial effect of TPM activities and the business performance. This linkage strategy provides a connection tool for clear communication between factory-level and headquarters that the metrics proposed by this paper ultimately improves a quality of support from the management by receiving the factors required for productivity activities in the practical field. This factor includes such as equipment, raw materials and labors. Here, we propose that chain reaction models using break down structure of productivity metrics and financial metrics enhance the knowledge sharing of KPI (Key Performance Indicator) which generally tend to create oversimplified communication between management in headquarters and employees in the practical fields. The productivity metrics include OEE(Overall Equipment Effectiveness) of TPM (Total Productive Maintenance), OLE (Overall Labor Effectiveness) of PAC(Performance and Analysis and Control) activities, and OYE (Overall Yield Effectiveness) of TMM(Total Material Management) activities. The financial accounting metrics include ROE(Return on Equity), ROA(Return on Asset), and AVR(Added-Value Rate). The suggested chain reaction model selects the financial metrics as initial stage and branch down until final stage of productivity metrics. When demand exceeds supply, an ideal speed rate, the lean OEE strategy can be initially applied to reduce the gap between the demand and supply, then apply variable costing to estimate correct amount of operating profit. In addition, the paper presents a new type of model for linkage between financial accounting metrics including CAPEX(Capital Expenditure), OPEX(Operating Expenditure), EVA(Economic Added Value), DCL(Degree of Combined Leverage), and TPM productivity activities including AM(Autonomous Maintenance), PM(Preventive Maintenance), MP(Maintenance Prevention) and QM(Quality Maintenance). In order to support the evidence of proposed linkage strategy, a case analysis on 52 projects from national TPM contest from 2011 to 2012 is analyzed. The case presents the classification of CAPEX and OPEX activities from TPM, and proposes the correct implementation of financial effect for TPM projects.

SME Profitability of Trade Credit during and after a Financial Crisis: Evidence from Korea

  • KWON, Ohsung;HAN, Seung Hun;LEE, Duk Hee
    • The Journal of Asian Finance, Economics and Business
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    • 제7권7호
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    • pp.35-47
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    • 2020
  • An economic downturn can occurred through unexpected events in various fields, such as the subprime mortgage crisis and the outbreak of Coronavirus Disease-2019 (COVID-19). Trade credit is important for small- and medium-sized enterprises (SMEs), especially during a monetary contraction, as it is the last option for firms that lack bank credit. This study aims to determine whether trade credit is profitable for the buyer and supplier firms during and after a financial crisis. We use panel data consisting of all trade credit transactions and financial statements of 5,751 Korean firms during the period 2008-2012. It shows that trade credit is more profitable for both buyers and suppliers in the post-crisis period than during the crisis. Moreover, trade payable is more effective for unconstrained buyers than for constrained buyers. Finally, a mixed strategy is superior to an aggressive or passive strategy of SMEs. The results suggest less profitability of trade credit during a period of contraction and greater sensitivity of the buyer SMEs, emphasizing the idiosyncratic liquidity strategy of each firm. This study can be helpful to develop a strategy of profitable trade credit for SMEs and to establish a policy of managing liquidity for the authority.

금융사무원의 심리사회적 작업환경과 정신건강 (Psychosocial Working Environment and Mental Health of Financial Clerks)

  • 이복임;이주현
    • 한국직업건강간호학회지
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    • 제30권4호
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    • pp.224-231
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    • 2021
  • Purpose: The purpose of this study was to identify the psychosocial working environment and mental health of financial workers, and analyze the impact of the former on the latter. Methods: Data of 257 financial clerks were extracted from the 2017 5th Korean Working Conditions Survey. Psychosocial working environment was divided into five fields: demands at work, work organizations, interpersonal relations, workplace violence, and working hour quality. Mental health included sleeping problems, psychological well-being, and job stress. Results: A total of 6.1% subjects reported sleep problems, 28.2% experienced poor psychological well-being, and 39.6% had job stress. More than half the subjects were exposed to tight deadlines, complex tasks, hiding feelings at work, fair treatment, fair distribution of work, colleagues' support, and managers' support. Tight deadlines, workplace violence, long working hours, hiding feelings at work, and managers' support had a significant impact on the mental health of financial clerks. Conclusion: Based on the results of this study, we propose that employers, workers, and health managers in the financial industry should work together to establish a respectful organizational culture, prevent long working hours through recruitment, and conduct programs to protect emotional health.