• 제목/요약/키워드: Big data Era

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AI 비서 서비스의 중요도와 만족도 분석 연구 (Importance and Satisfaction Analysis for AI Assistant Services)

  • 선영지;이중정;윤혜정
    • 한국IT서비스학회지
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    • 제20권4호
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    • pp.81-93
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    • 2021
  • In the era of artificial intelligence, the use of 'artificial intelligence-based services' has been diversified by combining various smart devices, big data, and voice recognition technology with artificial intelligence. From the perspective of IT services, these services are important technology that cause a paradigm shift from display-centered to voice-centered, and from passive to active IT-based services. This study seeks to find a solution to the current situation where AI assistant service is still in its beginning stage, despite having been ten years since its release and having a growing number of consumer touch points. Accordingly, we categorized the functions of AI assistant services and identified the degree of importance and satisfaction of services recognized by actual users. In order to define the 'ideal' services of AI assistant, seven experts from AI assistant-related industry have participated in the interview. Based on this result, we investigated the importance and satisfaction of services perceived by actual users of AI assistant services. As a result of IPA (Importance Performance Analysis). we find out which services are potentially 'keep', 'concentrate', 'low priority', or 'overkill' and provide various implications from the findings.

발파 분야에서의 인공지능 활용 현황 (Review of the Application of Artificial Intelligence in Blasting Area)

  • 김민주;;권상기
    • 화약ㆍ발파
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    • 제39권3호
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    • pp.44-64
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    • 2021
  • 4차 산업혁명 시대의 도래와 함께 빅데이터의 활용과 인공지능 기법을 활용한 공학적 응용이 증가하고 있다. 발파 분야에서도 인공지능 기법을 활용한 다양한 연구들이 보고되고 있다. 본 논문에서는 발파분야에서 많이 활용되고 있는 인공신경망, 퍼지 이론, 유전자 알고리즘, 떼 지능, 서포트 벡터머신과 같은 인공지능 기법을 소개하고 이들 기법을 이용한 발파진동, 비석, 암석 파쇄도, 폭풍압, 여굴 예측 기법에 대한 연구들을 조사, 정리하였다. 향후 인공지능 기법을 활용하여 보다 효율적이고 안전한 발파설계, 발파 효율 향상과 발파에 의한 주변 환경에 미치는 영향을 최소화하기 위하기 위한 발전적인 접근 방향에 대한 논의에 활용할 수 있는 기초 자료를 제공하고자 한다.

정밀의료를 위한 자기추적기술과 개인의 자율성 (Self-tracking Technology and Personal Autonomy for Personalized Healthcare)

  • 류재한
    • 철학연구
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    • 제145권
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    • pp.71-90
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    • 2018
  • 본 본문은 자기추적기술을 기반으로 하는 정밀의료 시대에 자율성 존중 논의를 본격적으로 하기 전에, 존중의 대상이 되는 자율성 개념, 즉 협의생명의료윤리적 자율성과 관계적 자율성을 검토하는 것이 그 목적이다. 먼저 협의의 생명의료윤리적 자율성(narrow bioethical autonomy)으로 규정되는 탐 비첨(Tom Beauchamp)과 제임스 췰드리스(James Childress)가 제시하는 자율성 논의를 검토를 통해서, 자율성 개념의 범위를 확장할 필요성이 있음을 밝힐 것이다. 그런 다음에 협의의 자율성 보다 확장된 광의 자율성으로써 관계적 자율성이 새로운 상황에서 윤리적 지침을 형성하는 대상으로 적합한 자율성 개념임을 제시하고자 한다.

Proposed ICT-based New Normal Smart Care System Model to Close Health Gap for Older the Elderly

  • YOO, Chae-Hyun;SHIN, Seung-Jung
    • International journal of advanced smart convergence
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    • 제10권2호
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    • pp.37-44
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    • 2021
  • At the time of entering the super-aged society, the health problem of the elderly is becoming more prominent due to the rapid digital era caused by COVID-19, but the gap between welfare budgets and welfare benefits according to regional characteristics is still not narrowed and there is a significant difference in emergency medical access. In response, this study proposes an ICT-based New Normal Smart Care System (NNSCS) to bridge the gap I n health and medical problems. This is an integrated system model that links the elderly themselves to health care, self-diagnosis, disease prediction and prevention, and emergency medical services. The purpose is to apply location-based technology and motion recognition technology under smartphones and smartwatches (wearable) environments to detect health care and risks, predict and diagnose diseases using health and medical big data, and minimize treatment latency. Through the New Normal Smart Care System (NNSCS), which links health care, prevention, and rapid emergency treatment with easy and simple access to health care for the elderly, it aims to minimize health gaps and solve health problems for the elderly.

에너지 거장과 탄소 중립을 위한 DNA(데이터, 네트워크, 인공지능) 중심 에너지ICT 기술 개발 현황 (Energy Maestro and Development Status of the DNA-oriented Energy-ICT Technology for Carbon Neutrality)

  • 박완기;구태연;이일우
    • 전자통신동향분석
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    • 제36권1호
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    • pp.109-119
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    • 2021
  • The Korean government recently announced a plan of the Carbon Neutral policy in addition to the Green New Deal of the Korean New Deal and the Renewable Energy 3020. The energy sector is entering the era of major transformation involving the expansion of decarbonization, decentralization, and digitalization. DNA-oriented ICT technology will be incorporated into the sector. Further, new energy industries and services are being realized via efficient and smart operation and by appropriately managing the energy-environment changes. Recently, ETRI presented a technology development map for 2035 comprising 12 new concepts in four major fields(personal, social, industrial and public) of national intelligence. This map includes the concept of "Energy Maestro" associated with the field of public intelligence for human sustainability. This paper briefly introduces this concept and ETRI's Energy-R&D status. Based on the domain knowledge and the experience acquired through the R&D, ETRI will lead to a new paradigm with respect to the creation of new energy services and industries via the incorporation of the new ICT technologies including AI and big-data into the energy sector.

Analysis of Google's success factors and direction

  • LEE, Sang-Youn;KIM, Se-Jin
    • 한국인공지능학회지
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    • 제8권2호
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    • pp.11-16
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    • 2020
  • Among the innovative companies leading the era of the 4th industrial revolution, the world's largest Internet company is Google. Google has grown by providing convenient services such as Internet search, Android smartphone operating system, and video. Now, Google is leading the global IT industry by continuing to develop in various new business fields based on open service platforms, artificial intelligence, and big data. In this study, an exploratory discussion was conducted on Google's success factors and future directions. The purpose of the research is to understand the development process of the IT field from the successfactors of Google and to analyze the development direction of the future IT industry. Google's success factors were its open platform policy and successful acquisitions of external companies. In fact, most of the services Google offers come from companies that have acquired and acquired them. In addition, there was a corporate culture that values and supportsthe spirit of challenge and autonomy of members who are not afraid of failure. Based on this study's review of Google's direction analysis, the follow-up study will infer the direction of the IT industry in depth and look at the future technologies that IT majors need to prepare.

비즈니스 모델의 진화: 플러그에서 플랫폼으로 -다원 DNS IoT 기술의 사례- (Evolution of Business Model: From Plug To Platform - Dawon DNS Business Case-)

  • 박민혁;여운남;이정우
    • 한국IT서비스학회지
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    • 제20권5호
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    • pp.105-118
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    • 2021
  • As we enter the era of the 4th industrial revolution, information and communication technologies, including artificial intelligence and big data, are converging throughout society. Especially, as the importance of the social foundation of hyper-connection grows, the social influence of IoT, a network of connecting objects, people, and various entities, is also gradually expanding. In addition, as a pandemic, COVID-19, continues, interests in untact-oriented technology and service development are growing more than ever, and each company is trying to establish a core competency strategy to gain an edge in competition in the changing society. This study is a case study centered on Dawon DNS, a company that provides an IoT-based AI smart plug platform. Dawon DNS is broadening its services while developing products by applying advanced technologies, and this study is aiming to investigate the core competencies of the business evolution process. The obtained result of this study will provide implications for companies to become more competitive by suggesting the attitudes and strategies that startups should have during the transforming business environment.

Analysis of International Research Trends on Metaverse

  • Mina, Shim
    • International Journal of Advanced Culture Technology
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    • 제10권4호
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    • pp.453-459
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    • 2022
  • This study attempted to explore the realization and research direction of a successful metaverse environment in the future by analyzing international research trends of the metaverse using topic modeling. A total of 208 papers among WoS and ScienceDirect papers using metaverse as keywords were selected, and quantitative frequency analysis and topic modeling were performed. As a result, it was confirmed that research has rapidly increased after 2022. The main keywords of the research topics were 'second', 'life', 'learning', 'reality', 'metaverse', 'virtual', 'blockchain', 'nft', 'medical', 'avatar', etc. The topic keywords 'Second life & Education' and 'Virtual Reality & Medical' accounted for a large proportion of 57%, followed by 'Blockchain & Cryptocurrency', 'Avatar & Interaction', and 'Sensing and Device'. As a result of semantic analysis, current metaverse research is focused on application and utilization, and research on underlying technologies and devices is also active. Therefore, it is necessary to identify the commonalities and differences between domestic and foreign studies, and to study the application method considering the domestic environment. In addition, new jurisprudence research is more necessary along with predicting new problems. It is expected that the results of study will provide the right research direction for domestic researchers in the era of digital transformation and contribute to the realization of a digital society.

CMMI와 TMMi를 이용한 소프트웨어 Safety 성숙도 모델에 대한 연구 (The Study on the Software Safety Maturity Model using CMMI and TMMi)

  • 이승목;김영곤;안경수
    • 한국소프트웨어감정평가학회 논문지
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    • 제16권2호
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    • pp.87-98
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    • 2020
  • 최근 IoT, 인공지능, 클라우드, 빅데이터, 모바일 분야가 융합되어 4차 산업혁명이라는 새로운 산업시대가 도래하였고 전 사업군으로 확대 되었다. 이 중심에는 소프트웨어가 중요한 역할을 담당하고 있지만 다양한 사업군으로 적용, 보편화됨에 따라 소프트웨어 안전에 대한 이슈가 부각되고 있다. 하지만 현재 소프트웨어 Safety는 개발 관점에서만 활동이 집중적으로 맞춰져 있고, 조직적인 개선 활동과 평가 체계 수준에 대해서는 다소 미진하다. 본 연구에서는 이러한 미진사항을 보완하고자 소프트웨어 Safety 성숙도 모델을 정의하고, 각 성숙도 레벨의 Process Area를 명시하였다. 본 연구에서 고안된 Safety 성숙도 모델을 기반으로 조직관점의 Safety 확립과 함께 체계적인 소프트웨어 Safety 개선 활동에 기여할 것으로 기대한다.

Establishing Online Meeting Climate Types and Developing Measurements: Impact on Meeting Satisfaction

  • Jin, Xiu;Zheng, Fusheng;Hahm, Sangwoo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권8호
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    • pp.2751-2771
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    • 2022
  • In the post covid-19 era, organizations will experience a new environment. Advances in technologies such as AI and big data, and new experiences such as online meetings and lectures, will increase the use of online communication. Businesses will increasingly engage in online-based information sharing, virtual team operations, and online meetings. This study focuses on meeting climate and satisfaction, to improve the performance of online meetings. Existing studies on meeting climate presuppose off-line situations. Offline and online communication methods and meeting formats are different. This paper proposes new climate types to develop an appropriate climate for online-based meetings. To apply these climates in online meetings, a measurement scale was developed and the impact on online meeting satisfaction was verified. As a result of the study, it was found that the creativity-oriented meeting climate was the most important, and relation-oriented and participation-oriented meeting climates also had a significant effect, while the direction-oriented and task-oriented climates were relatively less important. This study develops new variables and measurements for online meeting climates, and explains their importance. Companies will be able to leverage the appropriate climates for online meetings to improve performance.