• 제목/요약/키워드: Technology Categorization

검색결과 214건 처리시간 0.025초

인공지능 네트워크의 Methodology 개발 상호비교 (A Exploration of Neural Network Development Methodologies)

  • 이기돔
    • 디지털융복합연구
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    • 제9권4호
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    • pp.91-101
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    • 2011
  • 본 연구는 인공지능 네트워크 시스템의 개발을 위해 존재하는 방법론들이 어떠한 것이 있는지를 연구하고자 한다. 인공지능 네트워크 개발에 대해 현재 발표된 것과 방법론을 명확히 하기위한 관점들을 측정하였으며 그것은 이러한 네트워크 개발에 이용되었다. 광범위한 이러한 방법론들을 어떻게 범주화하고, 만약 이런 방법론들이 인공지능 네트워크 개발에 대한 일반적, 근본적이고 포괄적인 방법론으로 증명할 수 있는지, 그리고 이런 방법론들이 기존 시스템 개발 방법론들과 어떻게 다른지 본 연구를 통해 시험했다.

Development of a reference framework to assess stylized human intrusion scenarios using GENII Version 2 considering design features of planned near-surface disposal facility in Korea

  • Kwon, Ki Nam;Cheong, Jae Hak
    • Nuclear Engineering and Technology
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    • 제51권6호
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    • pp.1561-1574
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    • 2019
  • A standard form of six stylized human intrusion scenarios for a near-surface disposal facility (e.g. the planned Korean repository, Gyeongju Phase II) is proposed through re-categorization of totally thirty-one past cases reported in public literature. A reference assessment framework for inadvertent human intrusion is newly developed using GENII Version 2 conforming to the ICRP Publication 60 and thereafter. Calculated dose from the assessment framework is verified by comparing with hand calculation results for simplified model equations independently derived. Results from GENII Version 2 and 1.485 show inevitable differences, which is mainly attributed to the difference in the external dose assessment model. If intake dose coefficients in GENII Version 1.485 are modified, the difference can be reduced but still exist to an extent. Through deterministic and probabilistic sensitivity analysis, most affecting four parameters are derived and uncertainties of the parameters are quantified. It is expected that the reference assessment framework together with representative stylized scenarios can be used to do a human intrusion impact assessment for a specific repository using site-specific information. Especially, the past practice of human intrusion impact assessment using GENII Version 1.485 with or without modification may be replaced with the new assessment framework developed in this study.

세드릭 프라이스 건축에 나타나는 시간 개념에 대한 연구 (A Study on Time in Architecture of Cedric Price)

  • 김정수
    • 대한건축학회논문집:계획계
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    • 제34권10호
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    • pp.107-118
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    • 2018
  • Cedric price is an architect and educator who have had an influence on architectural thinking through teaching and projects, rather than completed buildings. The purpose of this study was to analyze the architecture of Cedric Price in terms of time. Time was an important factor to understand his architecture along with his interest in technology, so most of his architectural thinking and methodology - anti-architecture, programmatic indeterminacy, a philosophy of enabling and so on, could be explained under the consideration of time. Depending on how he considered and used the concept of time, his projects could be categorized into two groups; The first group was related to the change over time, and this group again divided into three sub categories; change of user's preference, change of external environment, and change over building lifetime. The second group was related to planning of time, which could be divided again into two categories; programmatic planning and the usage planning during the period. This categorization could provide a frame to look into his architecture, through which his projects showed the limitation in modern architecture and the possibility for contemporary architecture.

Finding Pluto: An Analytics-Based Approach to Safety Data Ecosystems

  • Barker, Thomas T.
    • Safety and Health at Work
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    • 제12권1호
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    • pp.1-9
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    • 2021
  • This review article addresses the role of safety professionals in the diffusion strategies for predictive analytics for safety performance. The article explores the models, definitions, roles, and relationships of safety professionals in knowledge application, access, management, and leadership in safety analytics. The article addresses challenges safety professionals face when integrating safety analytics in organizational settings in four operations areas: application, technology, management, and strategy. A review of existing conventional safety data sources (safety data, internal data, external data, and context data) is briefly summarized as a baseline. For each of these data sources, the article points out how emerging analytic data sources (such as Industry 4.0 and the Internet of Things) broaden and challenge the scope of work and operational roles throughout an organization. In doing so, the article defines four perspectives on the integration of predictive analytics into organizational safety practice: the programmatic perspective, the technological perspective, the sociocultural perspective, and knowledge-organization perspective. The article posits a four-level, organizational knowledge-skills-abilities matrix for analytics integration, indicating key organizational capacities needed for each area. The work shows the benefits of organizational alignment, clear stakeholder categorization, and the ability to predict future safety performance.

Vocabulary Analyzer Based on CEFR-J Wordlist for Self-Reflection (VACSR) Version 2

  • Yukiko Ohashi;Noriaki Katagiri;Takao Oshikiri
    • 아시아태평양코퍼스연구
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    • 제4권2호
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    • pp.75-87
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    • 2023
  • This paper presents a revised version of the vocabulary analyzer for self-reflection (VACSR), called VACSR v.2.0. The initial version of the VACSR automatically analyzes the occurrences and the level of vocabulary items in the transcribed texts, indicating the frequency, the unused vocabulary items, and those not belonging to either scale. However, it overlooked words with multiple parts of speech due to their identical headword representations. It also needed to provide more explanatory result tables from different corpora. VACSR v.2.0 overcomes the limitations of its predecessor. First, unlike VACSR v.1, VACSR v.2.0 distinguishes words that are different parts of speech by syntactic parsing using Stanza, an open-source Python library. It enables the categorization of the same lexical items with multiple parts of speech. Second, VACSR v.2.0 overcomes the limited clarity of VACSR v.1 by providing precise result output tables. The updated software compares the occurrence of vocabulary items included in classroom corpora for each level of the Common European Framework of Reference-Japan (CEFR-J) wordlist. A pilot study utilizing VACSR v.2.0 showed that, after converting two English classes taught by a preservice English teacher into corpora, the headwords used mostly corresponded to CEFR-J level A1. In practice, VACSR v.2.0 will promote users' reflection on their vocabulary usage and can be applied to teacher training.

Emerging Trends in Cloud-Based E-Learning: A Systematic Review of Predictors, Security and Themes

  • Noorah Abdullah Al manyi;Ahmad Fadhil Yusof;Ali Safaa Sadiq
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제18권1호
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    • pp.89-104
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    • 2024
  • Cloud-based e-learning (CBEL) represents a promising technological frontier. Existing literature has presented a diverse array of findings regarding the determinants that influence the adoption of CBEL. The primary objective of this study is to conduct an exhaustive examination of the available literature, aiming to determine the key predictors of CBEL utilization by employing the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology. A comprehensive review of 35 articles was undertaken, shedding light on the status of CBEL as an evolving field. Notably, there has been a discernible downturn in related research output during the COVID-19 pandemic, underscoring the temporal dynamics of this subject. It is noteworthy that a significant portion of this research has emanated from the Asian continent. Furthermore, the dominance of the technology acceptance model (TAM) in research frameworks is affirmed by our findings. Through a rigorous thematic analysis, our study identified five overarching themes, each encompassing a diverse range of sub-themes. These themes encompass 1) technological factors, 2) individual factors, 3) organizational factors, 4) environmental factors, and 5) security factors. This categorization provides a structured framework for understanding the multifaceted nature of CBEL adoption determinants. Our study serves as a compass, guiding future research endeavours in this domain. It underscores the imperative for further investigations utilizing diverse theoretical frameworks, contextual settings, research methodologies, and variables. This call for diversity and expansion in research efforts reflects the dynamic nature of CBEL and the evolving landscape of e-learning technologies.

병원의 실내 공기 질 솔루션 선택에 영향을 미치는 요인들 (Critical Factor on Selection Indoor Air Quality improving alternatives for healthcare projects)

  • 당원홍안;안용한
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2023년도 가을학술발표대회논문집
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    • pp.63-64
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    • 2023
  • Indoor Air Quality is crucial in hospital projects to ensure the health and safety of patients, staff, and visitors. The research methodology comprises an comprehensive literature review, then a comprehensive questionnaire survey conducted among stakeholders involved in Vietnamese hospital projects. 15 variables were identified and categorized into four distinct groups, elucidating their influence on the adoption of advanced IAQ-enhancing technology. This study uses factor analysis, a mean score method and hypothesis test to analyze the factor result from the survey. two-step process, including an in-depth literature review and questionaire survey. The study's findings culminated in the ranking, examination, and categorization of these 15 variables, which were clustered into four essential categories: economic factors, design elements, governance strategies, and technical requirements. Additionally, the research explored viable solutions to improve indoor air quality in Vietnam's unique environmental context, examining the factors that impact the selection of such solutions. The study's outcomes yield practical recommendations for architects, engineers, and hospital administrators in enhancing IAQ within healthcare facilities. Furthermore, it presents a framework attuned to local environmental factors and building materials, contributing significantly to the existing body of knowledge on IAQ within hospital projects, particularly in the Vietnamese context.

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백두대간지역의 산림훼손경향 분석 (Deforestation Patterns Analysis of the Baekdudaegan Mountain Range)

  • 이동근;송원경;전성우;성현찬;손동엽
    • 한국환경복원기술학회지
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    • 제10권4호
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    • pp.41-53
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    • 2007
  • The Baekdudaegan Mountain Range is a backbone of the Korean Peninsula which carries special spiritual and sentimental signatures for Koreans as well as significant ecological values for diverse organisms. However, in spite of importance of this region, the forests of Baekdudaegan have been damaged in a variety of human activities by being used as highland vegetable grower, lumber region, grass land, and bare land, and are still undergoing destruction. The existing researches had determined the details of the damage through on-site and recent observations. Such methods cannot provide quantitative and integrated analysis therefore could not be utilized as objective data for the ecological conservation of Baekdudaegan forests. The goal of this study is to quantitatively analyze the forest damage in the Baekdudaegan preservation region through land cover categorization and change detection techniques by using satellite images, which are 1980s, and 1990s Landsat TM, and 2000s Landsat ETM+. The analysis was executed by detecting land cover changed areas from forest to others and analyzing changed areas' spatial patterns. Through the change detection analysis based on land cover classification, we found out that the deforested areas were approximately three times larger after the 1990s than from the 1980s to the 1990s. These areas were related to various topographical and spatial elements, altitude, slope, the distance form road, and water system, etc. This study has the significance as quantitative and integrated analysis about the Baekdudaegan preservation region since 1980s. These results could actually be utilized as basic data for forest conservation policies and the management of the Baekdudaegan preservation region.

Web3.0 Video Streaming Platform from the Perspective of Technology, Tokenization & Decentralized Autonomous Organization

  • Song, Minzheong
    • International Journal of Internet, Broadcasting and Communication
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    • 제16권2호
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    • pp.149-160
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    • 2024
  • For examining Web3.0 video streaming (VS) platforms in terms of the decentralized technology, tokenization and decentralized autonomous organization (DAO), we look at four platforms like DLive, DTube, Livepeer, and Theta Network (Theta). As a result, DLive which firstly partnered with Medianova for CDN and with Theta for peer to peer (P2P) network and migrates to Tron blockchain (BC), receives no commission from what creators earn, gives rewards to viewers by measuring engagement, and incentivizes participation by allowing 20% of donation & fees for funding development, 5% to BitTorrent Token (BTT) stakeholders (among these 5%, 20% to partners, 80% to other BTT stakeholders). DTube on its own lower-layer BC, Avalon, offers InterPlanetary File System (IPFS), gives 90% of the created value to creators or curators, and try to empower the community. Livepeer on Ethereum BC offers decentralized CDN, P2P, gives Livepeer Token (LPT) as incentive for network participants, and delegators can stake their LPT to orchestrators doing good. Theta on its native BC pulls streams from peering caching nodes, creates P2P network, gives Theta utility token, TFUEL for caching or relay nodes contributors, and allows Theta governance token, THETA as staking token. We contribute to the categorization of Web3.0 VS platforms: DLive and DTube reduce the risk of platform censorship, promote the diverse content, and allow the community to lead to more user-friendly environments. On the other hand, Livepeer and Theta provide new methods to stream content, but they have some differences. Whereas Livepeer focuses on the transcoding layer, Theta concentrates both on the video application layer and content delivery layer. It means, Theta tries to deliver value to all participants by enhancing network quality, reducing CDN cost, and rewarding users in utility tokens for the storage and bandwidth they provide.

자원기반이론을 적용한 기술협력 네트워크에서 보호 메커니즘, 관계학습, 관계성과의 관계에 대한 실증연구 (An Empirical Study on the Relationships among Safeguarding Mechanism, Relationship Learning, and Relationship Performance in Technology Cooperation Network by Applying Resource Based Theory)

  • 강석민
    • 경영과정보연구
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    • 제35권2호
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    • pp.45-66
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    • 2016
  • 기업들은 기술협력 네트워크를 통하여 새로운 고급기술과 지식을 내부화시키고 활용함으로써 규모 및 범위의 경제를 실현할 수 있고, 기술협력 네트워크의 파트너 기업과 위험과 비용을 분담할 수 있으며, 제품의 시장우위를 선점하거나 시장에서의 자사의 위치를 강화할 수 있다. 이러한 기술협력 네트워크의 이점에 근거하여 현재까지 기존의 관련연구들은 일반적으로 기술협력이 기업의 경영성과에 긍정적인 영향을 미치는가에 집중되어왔다. 그러나 기존의 기술협력과 경영성과의 관계를 규명한 연구들은 단지 경영성과에 관한 기술협력 네트워크의 역할을 조명하는데 그친다. 본 연구에서는 기존의 연구들에서 간과된 기술협력 네트워크의 중간과정을 보호 메커니즘, 관계학습, 관계성과로 분류하고, 이를 자원기반이론의 일반적 구조인 자원, 역량, 성과에 각각 적용하였다. 실증분석의 결과는 다음과 같다. 관계특유투자와 관계자본은 역량으로서의 관계학습에 긍정적인 영향을 미치고 있는 것으로 나타났다. 둘째, 정보교환, 공동의 정보이해, 관계특유 기억개발은 관계지향성에 긍정적인 영향을 나타내고 있으나, 정보교환이 효율성과 효과성에 미치는 유의성은 발견되지 않았다. 셋째, 관계특유투자는 관계자본에 긍정적인 영향을 미치고 있으며, 효율성과 효과성은 장기지향성에 긍정적인 영향을 미치고 있는 것으로 나타났다. 본 연구는 비대칭적인 기술의존 구조를 형성하는 기술협력 네트워크 관계에서 자원기반이론에 입각하여 기존의 연구들이 간과하고 있는 보호 메커니즘, 관계학습, 관계성과의 역할을 규명함으로써 보호 메커니즘과 관계학습의 중요성을 제시하였다. 또한 협력 파트너와의 관계에서 기업의 어떠한 행동변화를 유발함으로써 관계성과에 도달하는가를 살펴봄으로써 보호 메커니즘은 기술협력 파트너와의 관계학습을 통해 관계성과에 영향을 제공할 수 있다는 점을 분석하는데 의의가 있다고 볼 수 있겠다.

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