• 제목/요약/키워드: computer-adaptive test

검색결과 124건 처리시간 0.025초

컴퓨터 적응형 알고리즘을 이용한 웹기반 시험 시스템 설계 및 구축 (A Design and Implementation of Web-based Test System using Computer-adaptive Test Algorithm)

  • 조성호
    • 컴퓨터교육학회논문지
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    • 제7권6호
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    • pp.69-76
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    • 2004
  • e러닝을 교육과 학습을 위하여 e비즈니스 기술 및 서비스를 사용하는 응용프로그램이다. 이는 원격지 자원과 서비스에 접근을 수월하게 함으로서 교육의 질을 높이기 위한 새로운 멀티미디어 및 인터넷 기술을 사용한다. 본 논문은 실제 TOEFL CBT에 기반을 두어 신중하게 설계되고 구현된 인터넷기반의 시험 시스템에 대하여 기술한다. 본 시스템은 콘텐츠 전달 기술, 컴퓨터 적응형 시험 알고리즘, 리뷰엔진으로 구성되어 있다. 본 논문에서는 컴퓨터기반 시험 시스템을 설계 및 구현 시 고려사항들에 대하여 서술한다.

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개념 학습에서 학생들의 개념 이해 수준에 적응적인 CAI의 효과 (The effects of CAI adapting to the level of students' conceptual understanding in concept learning)

  • 김경순;강이영;권혁순;왕혜남;노태희
    • 컴퓨터교육학회논문지
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    • 제9권2호
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    • pp.79-88
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    • 2006
  • 본 연구에서는 개념 학습에서 학생들의 개념 이해 수준에 적응적인 CAI의 효과를 개념 이해도, 개념 파지, 학습 동기, 컴퓨터 보조 수업에 대한 인식 측면에서 조사하였다. 서울시의 한 남녀 공학중학교 1학년 94명의 학생들을 통제 집단, CAI 집단 적응적 CAI 집단에 임의로 배치하고, 7차시 동안 '분자의 운동'에 대하여 수업을 실시하였다. 이원 공변량 분석 결과 적응적 CAI 집단의 개념검사 점수 및 학습 동기 검사 점수가 통제 집단의 점수들에 비하여 유의미하게 높았다. 개념 파지검사에서는 적응적 CAI 집단의 점수가 다른 두 집단의 점수에 비하여 유의미하게 높았다. 개념 이해도, 개념 파지, 학습 동기 검사에서 수업 처치와 사전 성취 수준 사이의 상호작용 효과는 없었다. 컴퓨터 보조 수업에 대한 인식에서는 적응적 CAI 집단의 학생들이 CAI 집단의 학생들보다 긍정적인 것으로 나타났다.

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컴퓨터기반 시험 시스템 설계 및 구축 (A Design and Implementation of Computer-based Test System)

  • 조성호
    • 한국콘텐츠학회논문지
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    • 제5권1호
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    • pp.1-8
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    • 2005
  • e-러닝은 교육과 학습을 위하여 e-비즈니스 기술 및 서비스를 사용하는 응용프로그램이다. 이는 원격지자원과 서비스에 접근을 수월하게 함으로서 교육의 질을 높이기 위한 새로운 멀티미디어 및 인터넷 기술을 사용한다. 본 논문은 신중하게 설계되고 구현된 인터넷기반의 컴퓨터기반 시험 시스템에 대하여 기술한다. 본 시스템은 콘텐츠 전달 기술, 컴퓨터 적응형 시험 알고리즘, 리뷰엔진으로 구성되어 있다. 본 논문에서는 컴퓨터기반 시험 시스템을 설계하고 구현할 때에 고려되어야 할 요소들에 대하여 서술한다. 또한, 실제 데이터를 이용하여 컴퓨터 적응형 알고리즘을 위한 편향 값을 어떻게 조절하는지를 보인다.

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Self-adaptive testing to determine sample size for flash memory solutions

  • Byun, Chul-Hoon;Jeon, Chang-Kyun;Lee, Taek;In, Hoh Peter
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제8권6호
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    • pp.2139-2151
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    • 2014
  • Embedded system testing, especially long-term reliability testing, of flash memory solutions such as embedded multi-media card, secure digital card and solid-state drive involves strategic decision making related to test sample size to achieve high test coverage. The test sample size is the number of flash memory devices used in a test. Earlier, there were physical limitations on the testing period and the number of test devices that could be used. Hence, decisions regarding the sample size depended on the experience of human testers owing to the absence of well-defined standards. Moreover, a lack of understanding of the importance of the sample size resulted in field defects due to unexpected user scenarios. In worst cases, users finally detected these defects after several years. In this paper, we propose that a large number of potential field defects can be detected if an adequately large test sample size is used to target weak features during long-term reliability testing of flash memory solutions. In general, a larger test sample size yields better results. However, owing to the limited availability of physical resources, there is a limit on the test sample size that can be used. In this paper, we address this problem by proposing a self-adaptive reliability testing scheme to decide the sample size for effective long-term reliability testing.

CAT 이론을 응용한 Web-based 교수학습 시스템 개발 (Design and Implementation of Web-based Learning System by Applying Computer Adaptive Testing (CAT))

  • 박진희;하태현
    • 디지털융복합연구
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    • 제4권1호
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    • pp.43-54
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    • 2006
  • New technologies have turned theories of education engineering into practice and also made education more efficient. One of them is the theory of 'Computer Adaptive Testing(CAT)'. This study is aimed to design and develop a web-based teaming system by making up for the weak points in the existing computer adaptive testing(CAT). The characteristics of the system are as follows: Firstly, tests can be controlled to fit the teachers' purposes by putting in different levels of both questions and samples. Secondly, this system does not test the same number of questions as students with different levels of ability do on a paper test, but a test can be taken according to their level. Thus this system is able to correctly judge learners' ability in a short time.

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Speech Enhancement Using Level Adapted Wavelet Packet with Adaptive Noise Estimation

  • Chang, Sung-Wook;Kwon, Young-Hun;Jung, Sung-Il;Yang, Sung-Il;Lee, Kun-Sang
    • The Journal of the Acoustical Society of Korea
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    • 제22권2E호
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    • pp.87-92
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    • 2003
  • In this paper, a new speech enhancement method using level adapted wavelet packet is presented. First, we propose a level adapted wavelet packet to alleviate a drawback of the conventional node adapted one in noisy environment. Next, we suggest an adaptive noise estimation method at each node on level adapted wavelet packet tree. Then, for more accurate noise component subtraction, we propose a new estimation method of spectral subtraction weight. Finally, we present a modified spectral subtraction method. The proposed method is evaluated on various noise conditions: speech babble noise, F-l6 cockpit noise, factory noise, pink noise, and Volvo car interior noise. For an objective evaluation, the SNR test was performed. Also, spectrogram test and a very simple listening test as a subjective evaluation were performed.

Introducing an Online Measurement System Using Item Response Theory and Computer Adaptive Testing Methods for Measuring the Physical Activity of Community-Dwelling Frail Older Adults

  • Choi, Bong-sam
    • 한국전문물리치료학회지
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    • 제26권3호
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    • pp.106-114
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    • 2019
  • Background: It is difficult to assess whether community-dwelling frail older adults may remain pre-frail status or improve into a robust state without being directly checked by health care professionals. The health information perceived by older adults is considered to be one of best sources of potential concerns in older adult population. An online measurement system combined with item response theory (IRT) and computer adaptive testing (CAT) methods is likely to become a realistic approach to remotely monitor physical activity status of frail older adults. Objects: This article suggests an approach to provide a precise and efficient means of measuring physical activity levels of community-dwelling frail older adults. Methods: Article reviews were reviewed and summarized. Results: In comparison to the classical test theory (CTT), the IRT method is empirically aimed to focus on the psychometric properties of individual test items in lieu of the test as a whole. These properties allow creating a large item pool that can capture the broad range of physical activity levels. The CAT method administers test items by an algorithm that select items matched to the physical activity levels of the older adults. Conclusion: An online measurement system combined with these two methods would allow adequate physical activity measurement that may be useful to remotely monitor the activity level of community-dwelling frail older adults.

Adaptive Shot Change Detection using Mean of Feature Value on Variable Reference Blocks and Implementation on PMP

  • Kim, Jong-Nam;Kim, Won-Hee
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2009년도 IWAIT
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    • pp.229-232
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    • 2009
  • Shot change detection is an important technique for effective management of video data, so detection scheme requires adaptive detection techniques to be used actually in various video. In this paper, we propose an adaptive shot change detection algorithm using the mean of feature value on variable reference blocks. Our algorithm determines shot change detection by defining adaptive threshold values with the feature value extracted from video frames and comparing the feature value and the threshold value. We obtained better detection ratio than the conventional methods maximally by 15% in the experiment with the same test sequence. We also had good detection ratio for other several methods of feature extraction and could see real-time operation of shot change detection in the hardware platform with low performance was possible by implementing it in TVUS model of HOMECAST Company. Thus, our algorithm in the paper can be useful in PMP or other portable players.

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A Study on Improving the Adaptive Background Method for Outdoor CCTV Object Tracking System

  • Jung, Do-Wook;Choi, Hyung-Il
    • 한국컴퓨터정보학회논문지
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    • 제20권7호
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    • pp.17-24
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    • 2015
  • In this paper, we propose a method to solve ghosting problem. To generate adaptive background, using an exponentially decreasing number of frames, may improve object detection performance. To extract moving objects from the background by using a differential image, detection error may be caused by object rotations or environmental changes. A ghosting problem can be issue-driven when there are outdoor environmental changes and moving objects. We studied that a differential image by adaptive background may reduce the ghosting problem. In experimental results, we test that our method can solve the ghosting problem.

Intelligent Test Plan Metrics on Adaptive Use Case Approach

  • Kim, R. Young Chul;Lee, Jaehyub
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제2권1호
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    • pp.70-77
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    • 2002
  • This paper describes a design driven approach to drive intelligent test plan generation based on adaptive use case (3,5). Its foundation is an object-oriented software design approach which partitions design schema into design architecture of functional components called “design component”. A use case software development methodology of adaptive use case approach developed in I.I .T is employed which preserves this unit architecture on through to the actual code structure. Based on the partition design schema produced during the design phase of this methodology, a test plan is generated which includes a set of component and scenario based test. A software metric is introduced which produces an ordering of this set to enhance productivity and both promote and capitalize on test case reusability, This paper contains an application that illustrates the proposed approach.