• 제목/요약/키워드: Research framework

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Framework for evaluating code generation ability of large language models

  • Sangyeop Yeo;Yu-Seung Ma;Sang Cheol Kim;Hyungkook Jun;Taeho Kim
    • ETRI Journal
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    • 제46권1호
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    • pp.106-117
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    • 2024
  • Large language models (LLMs) have revolutionized various applications in natural language processing and exhibited proficiency in generating programming code. We propose a framework for evaluating the code generation ability of LLMs and introduce a new metric, pass-ratio@n, which captures the granularity of accuracy according to the pass rate of test cases. The framework is intended to be fully automatic to handle the repetitive work involved in generating prompts, conducting inferences, and executing the generated codes. A preliminary evaluation focusing on the prompt detail, problem publication date, and difficulty level demonstrates the successful integration of our framework with the LeetCode coding platform and highlights the applicability of the pass-ratio@n metric.

의료관광산업의 구조에 대한 시스템 접근법 (A System Approach to the Framework of Medical Tourism Industry)

  • 고태규;안무업
    • 한국병원경영학회지
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    • 제25권1호
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    • pp.32-45
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    • 2020
  • Purpose: The purpose of this research is to develop two medical tourism system models which explain medical tourism phenomenon with a systemic approach. Methodology/Approach: This research was conducted using a qualitative data analysis which mainly refer previous references in relation to medical tourism in the areas of tourism and medicine. Leiper's tourism system model was utilized as a conceptual framework. In-depth interviews with experts in the area were attempted in order to pretest the models. Findings: This research suggests a medical tourism system framework and a medical service provision framework. The first model presents medical tourism components and their relationships within a framework presented in a diagram. The second model shows the relationships among medical services required by medical tourists, the service providers, and service human resources along with movements of medical tourists. Practical Implications: The first model presents a spatial composition of medical tourism components and their relationships, whereas the second model shows the linkage among medical services, the service providers, and relevant service human resources along with time sequential steps of medical tourists. These two models are complementary and may be used as useful tools to observe medical tourism phenomenon with a systemic and holistic approach. These two models may enable stake holders avoid unnecessary confusions and conflicts that result in duplication of government policies and a waste of budget and human resources.

DEVELOPMENT OF AN INTEGRATED RISK ASSESSMENT FRAMEWORK FOR INTERNAL/EXTERNAL EVENTS AND ALL POWER MODES

  • Yang, Joon-Eon
    • Nuclear Engineering and Technology
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    • 제44권5호
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    • pp.459-470
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    • 2012
  • From the PSA point of view, the Fukushima accident of Japan in 2011 reveals some issues to be re-considered and/or improved in the PSA such as the limited scope of the PSA, site risk, etc. KAERI (Korea Atomic Energy Research Institute) has performed researches on the development of an integrated risk assessment framework related to some issues arisen after the Fukushima accident. This framework can cover the internal PSA model and external PSA models (fire, flooding, and seismic PSA models) in the full power and the low power-shutdown modes. This framework also integrates level 1, 2 and 3 PSA to quantify the risk of nuclear facilities more efficiently and consistently. We expect that this framework will be helpful to resolve the issue regarding the limited scope of PSA and to reduce some inconsistencies that might exist between (1) the internal and external PSA, and (2) full power mode PSA and low power-shutdown PSA models. In addition, KAERI is starting researches related to the extreme external events, the risk assessment of spent fuel pool, and the site risk. These emerging issues will be incorporated into the integrated risk assessment framework. In this paper the integrated risk assessment framework and the research activities on the emerging issues are outlined.

ACRL 정보리터러시 '프레임웍(2015)'의 중심 개념 고찰 (Considering Core Ideas of ACRL Information Literacy 'Framework (2015)')

  • 최재황
    • 한국문헌정보학회지
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    • 제50권3호
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    • pp.171-191
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    • 2016
  • 본 연구의 목적은 2015년 1월 ACRL(Association of College and Research Libraries)의 이사회에 제출되어 2016년 1월 최종 승인된 '고등교육에서의 정보리터러시 프레임웍'(이하 'Framework')의 내용을 분석해 보는 것이다. ACRL의 정보리터러시 'Framework'에서 제시하는 6개 프레임의 중심 개념이 분석되었고, 'Framework' 작성의 기본원리가 되었던 4개의 주요 개념, 즉 문지방 개념, 메타 리터러시, 백워드 교육과정 설계 모형, 한계 공간의 개념이 분석되었다. 'Framework'는 개념적이고 서술적인 성격을 갖는다. 또한, 'Framework'는 학습자의 전체 교육과정동안 단발성의 일회용 정보리터러시의 수업을 위하여 설계된 것은 아니며, 체계적이면서도 다양한 수준의 학습 프로그램과 통합되기 위하여 의도된 것이다. 'Framework'에 근거한 새로운 교과과정 개발 및 평가에 대한 연구가 앞으로의 연구 과제로 제시되었다.

A Design Technique of Component Framework Based on Framework Reference Model

  • Cho Eun-Sook
    • 한국멀티미디어학회논문지
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    • 제9권6호
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    • pp.750-761
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    • 2006
  • As CBD technologies and researches have been matured, component framework as a larger reuse unit than component is being introduced. Especially issues related with adaptation and integration of components in CBD are being raised as a new research topic. The component framework is given as a solution to resolve these issues. However, current approaches don't suggest a sound and comprehensive reference model and development process applying reference model. In order to develop practical and stable component framework, reference model and concrete guidelines are essential elements. In this paper, we propose a generic reference model integrating existing reference models and a design technique of component framework based on it. Especially, we propose concrete and pragmatic guidelines such as how to design component framework architecture's view and style, how to design commonality and variability of component framework, how to design macro workflows among components, and so on. We believe that the proposed reference model becomes basis for component framework development, and the proposed design technique will support reliable and effective development of the component framework.

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Mechanism of Piezoelectricity for Langasite Based on the Framework Crystal Structure

  • Ohsato, Hitoshi;Iwataki, Tsuyoshi;Morikoshi, Hiroki
    • Transactions on Electrical and Electronic Materials
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    • 제13권2호
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    • pp.51-59
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    • 2012
  • Piezoelectric langasite crystals have superior properties such as high temperature performance and high quality Q and can be applied in combustion pressure sensors and surface acoustic wave (SAW) filters. Crystal growth, crystal structure and properties of langasite group are reviewed, and the mechanism of piezoelectricity of langasite is presented based on the crystal structure and deformation under high pressure. Finally, for the discovery of new piezoelectric materials, this paper presents the role of the framework, and recommends the search of framework crystal structure, because the characteristic of the mechanism exists on the framework of the crystal structure.

A Knowledge Discovery Framework for Spatiotemporal Data Mining

  • Lee, Jun-Wook;Lee, Yong-Joon
    • Journal of Information Processing Systems
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    • 제2권2호
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    • pp.124-129
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    • 2006
  • With the explosive increase in the generation and utilization of spatiotemporal data sets, many research efforts have been focused on the efficient handling of the large volume of spatiotemporal sets. With the remarkable growth of ubiquitous computing technology, mining from the huge volume of spatiotemporal data sets is regarded as a core technology which can provide real world applications with intelligence. In this paper, we propose a 3-tier knowledge discovery framework for spatiotemporal data mining. This framework provides a foundation model not only to define the problem of spatiotemporal knowledge discovery but also to represent new knowledge and its relationships. Using the proposed knowledge discovery framework, we can easily formalize spatiotemporal data mining problems. The representation model is very useful in modeling the basic elements and the relationships between the objects in spatiotemporal data sets, information and knowledge.

국방 전군적 아키텍처 프레임워크에 관한 연구 (A Study on National Defense Enterprise Architecture Framework)

  • 이태공;김진우
    • 한국국방경영분석학회지
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    • 제29권2호
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    • pp.45-60
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    • 2003
  • As we live in real If era, If become a mandatory component for nations and organizations to survive in severe competition. If is also thought of as strategic asset for effective business operations, yet there is no proved statement on the interoperability and system integration which causes serious problem in terms of requirement engineering among current systems. The National Defense Enterprise Architecture Framework is a strategic information asset base, which define the military operation activities for the mission, the information necessary for military operations, the technologies necessary for implementing new technology in response to changing operational needs. It is an integrated model or representation. Information Systems will be evolved by the National Defense Enterprise Architecture framework. The purpose of this framework is to present overall picture of national defense information system domain so that information systems are interoperated, integrated and information sharing is increased among affiliated organization of Defense Military.

u-Hospital을 위한 u-Healthcare System Framework 설계 (Design of Ubiquitous Healthcare System Framework for Ubiquitous Hospital)

  • 양원섭;이건명;김원재;윤석중
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2006년도 춘계학술대회 학술발표 논문집 제16권 제1호
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    • pp.297-301
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    • 2006
  • 최근 생명 연장과 삶의 질에 관한 많은 관심에 따라서 의료 부문에 있어서도 Ubiquitous 환경을 도입하는 노력이 시도되고 있다. 그 중 Ubiquitous Hospital은 여러 가지 병원 서비스 부분의 편의성을 제공하고자 분야로써 이것을 이용하여 시간과 장소의 제약 없이 각종 의료서비스와 건강관리를 제공 받을 수 있는 Ubiquitous Healthcare 서비스에 대한 관심이 증대되고 있다. 본 논문에서는 이 Ubiquitous Healthcare 서비스 제공 system 구현을 위한 framework을 제안한다. 이 framework에서는 사용자가 되는 의사와 환자에 적합한 인터페이스를 제공하고 환자에 대한 추적 관찰과 증상의 판단 및 환자 진료시의 지원 서비스를 제공한다. 또한 보험회사나 병원과 같은 외부시스템과 연계하여 필요한 데이터의 공유가 가능하도록 한다. 그리고 제안된 framework를 이용하여 전립선 환자를 위한 BPH 환자관리 시스템을 구현한다.

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멀티에이전트 강화학습 기술 동향: 분산형 훈련-분산형 실행 프레임워크를 중심으로 (Survey on Recent Advances in Multiagent Reinforcement Learning Focusing on Decentralized Training with Decentralized Execution Framework)

  • 신영환;서승우;유병현;김현우;송화전;이성원
    • 전자통신동향분석
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    • 제38권4호
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    • pp.95-103
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    • 2023
  • The importance of the decentralized training with decentralized execution (DTDE) framework is well-known in the study of multiagent reinforcement learning. In many real-world environments, agents cannot share information. Hence, they must be trained in a decentralized manner. However, the DTDE framework has been less studied than the centralized training with decentralized execution framework. One of the main reasons is that many problems arise when training agents in a decentralized manner. For example, DTDE algorithms are often computationally demanding or can encounter problems with non-stationarity. Another reason is the lack of simulation environments that can properly handle the DTDE framework. We discuss current research trends in the DTDE framework.