• 제목/요약/키워드: Data coverage

검색결과 1,417건 처리시간 0.027초

Statistical Properties of News Coverage Data

  • Lim, Eunju;Hahn, Kyu S.;Lim, Johan;Kim, Myungsuk;Park, Jeongyeon;Yoon, Jihee
    • Communications for Statistical Applications and Methods
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    • 제19권6호
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    • pp.771-780
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    • 2012
  • In the current analysis, we examine news coverage data widely used in media studies. News coverage data is usually time series data to capture the volume or the tone of the news media's coverage of a topic. We first describe the distributional properties of autoregressive conditionally heteroscadestic(ARCH) effects and compare two major American newspaper's coverage of U.S.-North Korea relations. Subsequently, we propose a change point detection model and apply it to the detection of major change points in the tone of American newspaper coverage of U.S.-North Korea relations.

A Class of Discrete Time Coverage Growth Functions for Software Reliability Engineering

  • Park, Joong-Yang;Lee, Gye-Min;Park, Jae-Heung
    • Communications for Statistical Applications and Methods
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    • 제14권3호
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    • pp.497-506
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    • 2007
  • Coverage-based NHPP SRGMs have been introduced in order to incorporate the coverage growth behavior into the NHPP SRGMs. The coverage growth function representing the coverage growth behavior during testing is thus an essential factor of the coverage-based NHPP SRGMs. This paper proposes a class of discrete time coverage growth functions and illustrates its application to real data sets.

동적 분기 커버리지를 위한 테스트 데이터 자동 생성 (Automated Test Data Generation for Dynamic Branch Coverage)

  • 정인상
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제2권7호
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    • pp.451-460
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    • 2013
  • 높은 테스트 커버리지 달성을 위해 심볼릭 실행, 자료 흐름 분석 및 제약 해결 기법 등을 이용하여 테스트 데이터 생성을 하는 것이 일반적이다. 최근에 그와 같은 정교한 수단 없이도 높은 커버리지를 효과적으로 달성 할 수 있는 방법이 제안되었다. 그러나 이 방법도 실행 중에 다른 메모리 로케이션들이 바인딩되는 분기 조건을 갖는 프로그램에 대해서는 높은 커버리지를 가져오는 테스트 데이터 생성이 어려웠다. 특히 플래그 조건을 가지는 프로그램에 대해서는 특정 분기들이 실행되지 않아 높은 커버리지를 달성하지 못하는 경우가 발생한다. 이 논문에서는 이 문제를 다루기 위하여 기존 커버리지 기준을 개선한 동적 분기 커버리지 기준들과 동적 분기에 기반 한 테스트 데이터 생성 전략을 제안한다. 실험을 통하여 플래그 조건이 있는 프로그램들에 대해서도 제안된 방법이 기존의 방법에 비해 효과적으로 커버리지를 달성함을 보인다. 요약은 무슨 연구를 어떻게 수행하였는지, 주된 연구결과와 그 중요성에 관해 간결하게 기술하여야 한다.

센서 네트워크에서 센싱 반경 교차점 기반 홀 복구 기법 (A Sensing Radius Intersection Based Coverage Hole Recovery Method in Wireless Sensor Network)

  • 우매리
    • 한국멀티미디어학회논문지
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    • 제24권3호
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    • pp.431-439
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    • 2021
  • Since the sensor nodes are randomly arranged in the region of interest, it may happen that the sensor network area is separated or there is no sensor node in some area. In addition, after the sensor nodes are deployed in the sensor network, a coverage hole may occur due to the exhaustion of energy or physical destruction of the sensor nodes. The coverage hole can greatly affect the overall performance of the sensor network, such as reducing the data reliability of the sensor network, changing the network topology, disconnecting the data link, and worsening the transmission load. Therefore, sensor network coverage hole recovery has been studied. Existing coverage hole recovery studies present very complex geometric methods and procedures in the two-step process of finding a coverage hole and recovering a coverage hole. This study proposes a method for discovering and recovering a coverage hole in a sensor network, discovering that the sensor node is a boundary node by itself, and determining the location of a mobile node to be added. The proposed method is expected to have better efficiency in terms of complexity and message transmission compared to previous methods.

On the Study of Perfect Coverage for Recommender System

  • Lee, Hee-Choon;Lee, Seok-Jun
    • Journal of the Korean Data and Information Science Society
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    • 제17권4호
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    • pp.1151-1160
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    • 2006
  • The similarity weight, the pearson's correlation coefficient, which is used in the recommender system has a weak point that it cannot predict all of the prediction value. The similarity weight, the vector similarity, has a weak point of the high MAE although the prediction coverage using the vector similarity is higher than that using the pearson's correlation coefficient. The purpose of this study is to suggest how to raise the prediction coverage. Also, the MAE using the suggested method in this study was compared both with the MAE using the pearson's correlation coefficient and with the MAE using the vector similarity, so was the prediction coverage. As a result, it was found that the low of the MAE in the case of using the suggested method was higher than that using the pearson's correlation coefficient. However, it was also shown that it was lower than that using the vector similarity. In terms of the prediction coverage, when the suggested method was compared with two similarity weights as I mentioned above, it was found that its prediction coverage was higher than that pearson's correlation coefficient as well as vector similarity.

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클러스터 분석을 위한 IRC기반 클러스터 개수 자동 결정 방법 (Systematic Determination of Number of Clusters Based on Input Representation Coverage)

  • 신미영
    • 전자공학회논문지CI
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    • 제41권6호
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    • pp.39-46
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    • 2004
  • 클러스터 분석에 있어 중요한 문제 중의 하나는 주어진 데이터에 내재된 적절한 클러스터의 수를 찾아내는 것이다. 본 논문에서는 이러한 클러스터의 개수를 체계적으로 결정하기 위하여 IRC (Input Representation Coverage) 개념을 새로이 정의하고, 이를 이용하여 주어진 데이터에 적합한 클러스터의 개수를 자동 결정하는 방법을 제시한다. 또한, 이러한 방법의 유용성 및 응용성을 알아보기 위하여 가상 데이터를 가지고 분석 실험을 하였으며, 실험을 통해 데이터에 내재된 실제 클러스터의 개수를 찾아내는 데에 제안된 방법이 매우 유용하게 사용될 수 있음을 보여준다.

비소세포폐암에 사용되는 항암화학요법의 요양급여기준 적절성 평가 (Assessment of Appropriateness of Standard for Insurance Coverage on Chemotherapy used in Non-small Cell Lung Cancer (NSCLC))

  • 김정연;박은지;배민경;윤정현
    • 한국임상약학회지
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    • 제21권3호
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    • pp.193-207
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    • 2011
  • Purpose: The purpose of this study is to assess appropriateness of current standard for insurance coverage by Health Insurance Review & Assessment Service (HIRA) on chemotherapy used in the treatment of advanced non-small cell lung cancer (NSCLC), by reviewing a variety of clinical evidences, and thereby, if needed, to propose an updated evidence-based recommendations. Methods: We collected data from HIRA regarding on the insurance standard which includes the scope and conditions for coverage on systemic chemotherapy of NSCLC. We performed a search for clinical databases and examined the most current clinical evidence from clinical literature including various clinical practice guidelines. Based on the collected data the appropriateness of HIRA standard for insurance coverage of chemotherapy of NSCLC was assessed. Results: Collected data demonstrated that HIRA standard did not reflect the most current clinical practice and evidence. Some were inappropriately listed in HIRA formulary and accepted as a chemotherapy being covered by insurance, despite the lack of evidences of clinical efficacy or superiority over other chemotherapeutic agents or regimens. In addition, there seems to be a need for a modification on the standard for insurance coverage of certain newer chemotherapeutic agents based on the current accumulated data showing their clinical efficacy and benefits in the selected group of NSCLC patients. Therefore, we concluded that current HIRA standard for insurance coverage on chemotherapy of NSCLC needs to be revised and we proposed an updated recommendation based on these latest clinical evidences. Conclusion: The standard for insurance coverage of chemotherapy should be continually examined its appropriateness based on the most recent clinical evidences in a timely manner so as to provide the most effective and safe therapy to cancer patients.

경찰 대응 능력 강화를 위한 마약 범죄 검거 수와 언론보도량의 시계열 분석 (Time Series Analysis of the Correlation Between the Number of Drug Crime Arrests and Media Coverage for Enhancing Police Response to Drug Crimes)

  • 이정우;노승국
    • 산업융합연구
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    • 제21권6호
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    • pp.13-21
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    • 2023
  • 본 연구의 목적은 마약 범죄와 관련된 언론보도량과 실제 마약사범 검거 건수 간의 관계를 탐구하고, 이 관계가 경찰이 마약 범죄 대응 정책을 수립하는 데 있어 시사하는 바를 확인하는 것이다. 이를 위해, 2001년부터 2022년까지의 국내 온라인 언론보도 데이터 50,355건과 경찰청이 집계한 마약사범 검거 건수 데이터를 수집하고 분석하였다. 분석결과, 마약 범죄 온라인 언론보도량과 실제 마약사범 검거 건수 간에는 유의미한 인과관계가 있음을 확인할 수 있었다. 이 관계는 지배적 이슈의 존재 및 유명 사건 관련 여부에 영향을 받는데, 언론보도량은 마약 범죄 검거 수 외 대중적 관심에도 영향을 받는 것으로 판단되었다. 이러한 결과를 통해 경찰은 국민의 신뢰를 얻기 위하여 범죄 관련 언론보도량을 모니터링하고, 국민적 관심을 받는 범죄에 대한 치안역량을 강화해야 한다고 제안하였다.

Optimal Underwater Coverage of a Cellular Region by Autonomous Underwater Vehicle Using Line Sweep Motion

  • Choi, Myoung-Hwan
    • Journal of Electrical Engineering and Technology
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    • 제7권6호
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    • pp.1023-1033
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    • 2012
  • An underwater planar covering problem is studied where the coverage region consists of polygonal cells, and line sweep motion is used for coverage. In many subsea applications, sidescan sonar has become a common tool, and the sidescan sonar data is meaningful only when the sonar is moving in a straight line. This work studies the optimal line sweep coverage where the sweep paths of the cells consist of straight lines and no turn is allowed inside the cell. An optimal line sweep coverage solution is presented when the line sweep path is parallel to an edge of the cell boundary. The total time to complete the coverage task is minimized. A unique contribution of this work is that the optimal sequence of cell visits is computed in addition to the optimal line sweep paths and the optimal cell decomposition.

Grid Coverage Component Development Reusing Existing Grid Coverage Components

  • Kim, Hong-Gab;Lim, Young-Jae;Kim, Kyung-Ok
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2003년도 Proceedings of ACRS 2003 ISRS
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    • pp.1105-1107
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    • 2003
  • Remote sensing data processing and analysis system can be developed based on the Grid Coverage Specification and this kind of system is also can be easily interoperate with GIS systems conforming OpenGIS specification. This paper proposes a method to implement easily and quickly the new grid coverages that provide new operations, or services, by reusing the existing grid coverage components, which is based on the fact that the pipeline constructed by grid coverages can be represented in one grid coverage. This method complements easily the deficiency of the existing grid coverage components and enables quick implementation of the new grid coverage that provides complex processing operations.

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