• 제목/요약/키워드: digital risk

검색결과 825건 처리시간 0.027초

A Study on Dynamic Safety Navigation Envelopes Considering a Ship's Position Uncertainty

  • Pyo-Woong Son;Youngki Kim;Tae Hyun Fang;Kiyeol Seo
    • Journal of Positioning, Navigation, and Timing
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    • 제12권3호
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    • pp.289-294
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    • 2023
  • As technologies such as cameras, Laser Imaging, Detection, and Ranging (LiDAR), and Global Navigation Satellite Systems (GNSS) become more sophisticated and common, their use in autonomous driving technologies is being explored in various fields. In the maritime area, technologies related to collision avoidance between ships are being developed to evaluate and avoid the risk of collision between ships by setting various scenarios. However, the position of each vessel used in the process of developing collision avoidance technology between vessels uses data obtained through GNSS, and may include a position error of 10 m or more depending on the situation. In this paper, a study on the dynamic safety navigation range including the positional inaccuracy of the ship is conducted. By combining the concept of the protection level obtained using GNSS raw data with a conventional safe navigation range, a safer navigation range can be calculated for dynamic navigation. The calculated range is verified using data obtained while sailing in an actual sea environment.

Digital Forensic Investigation on Social Media Platforms: A Survey on Emerging Machine Learning Approaches

  • Abdullahi Aminu Kazaure;Aman Jantan;Mohd Najwadi Yusoff
    • Journal of Information Science Theory and Practice
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    • 제12권1호
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    • pp.39-59
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    • 2024
  • An online social network is a platform that is continuously expanding, which enables groups of people to share their views and communicate with one another using the Internet. The social relations among members of the public are significantly improved because of this gesture. Despite these advantages and opportunities, criminals are continuing to broaden their attempts to exploit people by making use of techniques and approaches designed to undermine and exploit their victims for criminal activities. The field of digital forensics, on the other hand, has made significant progress in reducing the impact of this risk. Even though most of these digital forensic investigation techniques are carried out manually, most of these methods are not usually appropriate for use with online social networks due to their complexity, growth in data volumes, and technical issues that are present in these environments. In both civil and criminal cases, including sexual harassment, intellectual property theft, cyberstalking, online terrorism, and cyberbullying, forensic investigations on social media platforms have become more crucial. This study explores the use of machine learning techniques for addressing criminal incidents on social media platforms, particularly during forensic investigations. In addition, it outlines some of the difficulties encountered by forensic investigators while investigating crimes on social networking sites.

A Conceptual Approach for the Effects of COVID-19 on Digital Transformation

  • Fu, Jia;Kim, Injai
    • 한국정보시스템학회지:정보시스템연구
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    • 제32권4호
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    • pp.211-227
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    • 2023
  • Purpose In the contemporary landscape, marked by the enduring impact of COVID-19 and the recent disruptions stemming from the conflict in Ukraine, the purpose of this study is to navigate the era characterized by pervasive risk and uncertainty. Specifically, the study aims to dissect the impact of the COVID-19 outbreak on digital transformation, exploring the factors influencing this process and considering the multifaceted dynamics at play. The focus extends to the post-COVID-19 landscape, scrutinizing the implications and meanings of digital transformation both before and after the pandemic. Additionally, the study delves into future digital trends, with particular attention to climate and environmental issues, emphasizing corporate responsibilities in averting crises similar to COVID-19. The overarching goal is to provide a holistic perspective, shedding light on both positive and negative facets of digital transformation, and advocating for regulatory enhancements and legal frameworks conducive to a balanced and resilient digital future. Design/methodology/approach This study employs a comprehensive approach to analyze the impact of the COVID-19 outbreak on digital transformation. It considers various facets, such as smart devices reshaping daily routines, transformative changes in corporate ecosystems, and the adaptation of government institutions to the digital era within the broader context of the Fourth Industrial Revolution. The analysis extends to the post-COVID-19 landscape, examining the implications and meanings of digital transformation. Future digital trends, especially those related to climate and environmental issues, are prognosticated. The methodology involves a proactive exploration of challenges associated with digital transformation, aiming to advocate for regulatory enhancements and legal frameworks that contribute to a balanced and resilient digital future. Findings The findings of this study reveal that the digital economy has gained momentum, accelerated by the proliferation of non-face-to-face industries in response to social distancing imperatives during the COVID-19 pandemic. Digital transformation, both preceding and succeeding the onset of the pandemic, has precipitated noteworthy shifts in various aspects of daily life. However, challenges persist, and the study highlights factors that either bolster or hinder the transformative process. In the post-COVID-19 era, corporate responsibilities in averting crises, particularly those resembling the pandemic, take center stage. The study emphasizes the need for a holistic perspective, acknowledging both positive and negative facets of digital transformation. Additionally, it calls for proactive measures, including regulatory enhancements and legal frameworks, to ensure a balanced and resilient digital future.

시간 동기 방식의 OTP를 이용한 디지털 도어락 시스템 (A Digital Door Lock System Using Time- Synchronous One Time Password)

  • 황형진;김권양;하일규
    • 한국정보통신학회논문지
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    • 제21권5호
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    • pp.1027-1034
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    • 2017
  • 최근 들어 개인 정보 유출을 방지하고, 보안을 강화하기 위하여 OTP (One-time- Password)를 이용한 로그인 방법을 많이 사용하고 있다. OTP 방식은 은행의 개인 계정 보안을 위하여 주로 사용되어온 방법으로 일회용 비밀번호를 받아 사용하는 보안성이 강화된 방법 중 하나이다. 한편, 일상생활에서 자주 사용하는 디지털 도어락은 편의성과 보안성을 동시에 요구한다. 디지털 도어락에 관한 관련 기술이 발전하고 있지만 아직 보안성에는 취약한 것이 사실이다. 특히, 가장 흔하게 사용되고 있는 비밀번호 입력 방식의 디지털 도어락은 편의성을 제공하지만 비밀 번호 노출, 망각 등과 같은 부작용이 따르게 된다. 따라서 본 연구에서는 비밀 번호 노출과 망각의 위험이 없는 보안성과 편의성이 강화된 OTP 기반의 디지털 도어락 시스템을 제안하고 구현한다.

Emerging Digital Technology as a Window of Opportunity and Technological Leapfrogging: Catch-up in Digital TV by the Korean Firms

  • Lee, Geun;Lim, Chai-Sung;Song, Wi-Chin
    • 기술경영경제학회:학술대회논문집
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    • 기술경영경제학회 2004년도 제24회 동계학술대회 논문집
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    • pp.288-315
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    • 2004
  • This paper has examined the leapfrogging thesis with the case of catch-up in digital TV by the Korean firms. Despite the disadvantages implied by the technological regime of digital TV and the risks facing early entrants in trajectory choice and initial market formation, the Korean firms had achieved a 'path-creating catch-up' in the sense they chose a different path from the Japanese forerunning firms. As they have been closely watching the technological trends and the standard setting process, there was less risk of choosing the right or wrong technological trajectory. Also, despite the lack of sufficient capability and core knowledge base, the Korean firms had some complementary asset, such as the experience of producing analogue TV, and were able to develop the prototype digital TV and the ASIC chips, given the accesses to the foreign knowledge via overseas R&D posts and acquisition of a foreign company. To secure the initial market size, the Korean targeted the US market from the beginning, and their sources for competitive advantages were the speedy setting up the production system for mass production of products at the initial stage. The initial failure of the Japanese firms and the success of the Korean firms do suggest that the period of paradigm shift, like this toward digital technology, can serve as a window of opportunity for late-comers while penalizing the forerunner.

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Digital TV 환경에서의 TV 광고 제작 연구 (Research on TV Advertising in the Digital TV Environment)

  • 김종덕
    • 디자인학연구
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    • 제12권4호
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    • pp.201-209
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    • 1999
  • 방송의 디지털화는 작게 보면 아나로그로부터 디지털로의 기술적 발전으로 볼 수 있다. 그러나 좀더 심도있게 검토해보면 방송과 연관된 산업의 구조조정을 비롯하여, 송신자와 수신자의 역할관계, 서비스 지역 등 기존의 방송개념의 혁신적 변화를 의미한다. 따라서 방송의 디지털화는 기존의 방송에 대한 파라다임을 뒤흔들고 방송과 밀접한 관계에 있는 광고산업에 커다란 영향을 미치게 될 것이다. 디지털 방송의 기술적 진보는 소비자의 편의 측면에 있어서는 대단한 변화라고 볼 수 있다. 반면 멀티미디어와 멀티채널, 쌍방향서비스는 광고산업에 있어서는 불확실함과 모험을 의미한다. 본 논문은 디지털방송이 가져올 기술 및 사회적 변화를 분석하고 TV광고제작에 미치게 될 영향을 가늠하여 - 디지털TV 방송 특성 분석 - 디지털 TV환경에서의 효과적 TV광고제작을 연구 목적으로 한다. 본 연구는 문헌 연구를 바탕으로 이루어 졌다.

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디지털경제와 산업 전환: PC와 가전 산업의 사례 연구 (Industrial Transformation in digital economy: A Case Study on PC and Comsumer Industries)

  • 배영자
    • 기술경영경제학회:학술대회논문집
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    • 기술경영경제학회 2002년도 제20회 동계학술발표회 논문집
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    • pp.133-149
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    • 2002
  • This study aims to investigate the impact of wide use of digital technology, in particular, the Internet, on innovation process and corporate strategy in electronics industry. The introduction of digital technology has changed innovation process, business model and organizational structure of the electronics companies. With the introduction of digital technology, the entire value chain of electronics industry from procurement, sales, and marketing to R&D and manufacturing has been restructured. E-commerce has been a major agenda for e-business. Recently, collaboration among electronics companies through e-marketplace has emerged as an important issue. A web-based e-commerce standard, so called RosettaNet, has been developed for facilitating e-transactions of electronics firms. The development of digital technology has dramatically increased the processing speed and sophisticated the virtual reality technology. As simulation becomes easier and more effective, the uncertainty and risk involved in R&D has decreased significantly. Another positive impact is closer cooperation between R&D and manufacturing functions. Taking advantage of automated and flexible production technology, has a new type of firm, so called, EMS (Electronics Manufacturing Services) emerged, whose strategic focus is on manufacturing only. The EMS can be seen as a kind of innovative organization, that is, a modular organization for production function. Digital technology has made convergence of computer and communication possible at early years but right now the convergence has been accelerated in extensive areas of communication, broadcasting, information appliances, software, contents, and services. Firms' effort for an innovative product and service has been intensified and the competition for a new standard product and service has become severe in electronics industry. Business activities are always realized in a specific organizational context. Accordingly building up innovation-friendly organization has emerged as a critical concern. Due to the striking decrease of transaction cost, a network type of organization has proliferated, and a business function turns into a modular organization. As a whole, digital technology has pushed electronics firms into developing their own business model, which takes consideration of standardization of business platform and their core competency.

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자살의 대인관계 이론에서 회복력 요인의 조절효과 검증; 대학생을 대상으로 (Moderation Effect of Resilience Factor in Interpersonal Theory of Suicide; in University Students)

  • 조윤정;육성필;김은주
    • 디지털융복합연구
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    • 제16권6호
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    • pp.223-232
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    • 2018
  • 본 연구의 목적은 자살의 대인관계이론에서 위험요인인 좌절된 소속감, 인식된 부담감과 자살생각과의 관계에서 잠재적 회복력 요인인 희망과 자기용서의 역할을 검증하는 것이다. 연구기간은 8개월이었으며, 연구대상은 서울과 경기권의 대학생 316명이다. 연구방법은 인식된 짐스러움, 좌절된 소속감과 자살생각 그리고, 조절변수인 자기용서와 희망 간에 관계성을 알아보기 위하여 상관분석을 실시하였으며, 결과는 모두 유의미하였다. 인식된 짐스러움과 자살생각과의 관계에서 자기용서가 조절효과가 있는지, 좌절된 소속감과 자살생각과의 관계에서 희망이 조절효과가 있는지 검증하였다. 분석결과는 자기용서와 희망 모두 조절효과가 있는 것으로 나타났다. 본 연구에서 얻어진 결과는 대학생들을 위한 자살예방교육과 자살을 생각하는 대학생을 위한 상담을 실시함에 있어서 자살의 회복력 요인인 희망과 자기용서를 적용할 수 있을 것이다. 추후 더 많은 회복력 요인을 탐색하는 연구를 지속하여 자살의 위험요인과 함께 다양한 회복력 요인을 포함한 자살위험성평가, 자살예방교육, 자살위기상담, 그리고 최종적으로 우리나라 자살예방정책수립에 기여할 수 있을 것이다.

흉요추 압박 골절의 한의학적 치료에 대한 국내 임상 근거 : 체계적 문헌 고찰 (Korean Medicine for Thoracolumbar Compression Fracture in Korean Literature : a Systematic Review)

  • 배지민;김대훈;김재규;이병렬;양기영;김건형
    • Journal of Acupuncture Research
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    • 제32권4호
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    • pp.147-156
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    • 2015
  • Objectives : This study aims to evaluate the effectiveness and safety of Korean medicine for a thoracolumbar compression fracture. Methods : We searched six Korean databases (DBPIA, Korean Studies Information Service System, Oriental Medicine Advanced Searching Integrated System, National Digital Science Library, Research Information Sharing Service, KoreaMed) (up to June 2015) and the Journal of Korean Acupuncture and Moxibustion Society. Unpublished studies were also searched. Clinical research, other than case reports involving less than 10 patients, were eligible. The effectiveness and safety of Korean Medicine was analyzed. The 'Risk of Bias' was assessed using the 'Risk of Bias' assessment tool for non-randomized studies as well as the Cochrane Collaboration's 'Risk of Bias' tool. Results : We found 12 before-after studies (374 patients). There was no randomized trial. All studies combined at least three different types of Korean medicine treatments. The period of treatment varied between less a week and 154 days. All the included studies reported improvements in pain, functional disability related to lower back pain, global assessment, and benefits in the compression ratio of a fractured vertebrae and skin temperature measured by digital infrared thermal imaging in comparison with the baseline. However, all studies had a high risk of bias and three studies reported mild adverse events. Conclusions : There is no randomized trial for the role of Korean medicine for patients with a thoracolumbar compression fracture. The effectiveness and safety of Korean medicine for this population remains unclear. Findings in this review are seriously biased due to observational design and a high risk of bias included in the studies. Future high-quality randomized trials are warranted.

경로당 이용 노인의 인지기능장애 영향요인 (Factors Influencing Cognitive Impairment of the Seniors using Senior Center)

  • 이선영;김윤영
    • 디지털융복합연구
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    • 제15권3호
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    • pp.393-403
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    • 2017
  • 본 연구에서는 경로당 이용 노인을 대상으로 인지기능장애 정도를 파악하고 노인의 인지기능장애에 영향을 미치는 융복합적 요인을 확인하고자 하였다. 자료 수집을 위해 2016년 6월부터 2016년 7월까지 C도의 총 4개 동, 읍, 면에 거주하고 있는 60세 이상 경로당 이용 노인 375명을 대상으로 일반적 특성을 비롯한 건강관련 특성, 우울정도, 인지기능장애를 조사하여 분석하였다. 연구결과 대상자의 인지기능장애에 연령과 교육수준, 경제적 지원 경로, 뇌졸중 과거력, 운동여부가 영향을 미치는 것으로 나타났다. 연령이 80세 이상의 경우 74세 이하보다 인지기능장애 위험이 3.50배 정도 높았으며(p=.002), 교육수준의 경우 수준이 낮을수록 인지기능장애 위험이 증가하는 것을 확인하였다(p=.036), (p=<.001). 또한 뇌졸중 과거력이 없는 경우 인지기능장애 위험이 낮은 것으로 나타났으며(p=.033), 운동을 하지 않는 경우 인지기능장애 위험이 1.84배 증가하는 것으로 나타났다(p=.044). 본 연구를 바탕으로 인지기능장애 위험요인을 고려하여 발병 후 치료보다 인지기능 저하가 발생하기 전부터 예방하고 관리하는 노력이 요구된다.