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Introduction to the LIVECAT web-based computerized adaptive testing platform

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This study introduces LIVECAT, a web-based computerized adaptive testing platform. This platform provides many functions, including writing item content, managing an item bank, creating and administering a test, reporting test results, and providing informationabout a test and examinees. The LIVECAT provides examination administrators with an easy and flexible environment for composingand managing examinations. It is available at http://www.thecatkorea.com/. Several tools were used to program LIVECAT, as follows:operating system, Amazon Linux; web server, nginx 1.18; WAS, Apache Tomcat 8.5; database, Amazon RDMS—Maria DB; and languages, JAVA8, HTML5/CSS, Javascript, and jQuery. The LIVECAT platform can be used to implement several item response theory(IRT) models such as the Rasch and 1-, 2-, 3-parameter logistic models. The administrator can choose a specific model of test construction in LIVECAT. Multimedia data such as images, audio files, and movies can be uploaded to items in LIVECAT. Two scoring methods (maximum likelihood estimation and expected a posteriori) are available in LIVECAT and the maximum Fisher information itemselection method is applied to every IRT model in LIVECAT. The LIVECAT platform showed equal or better performance comparedwith a conventional test platform. The LIVECAT platform enables users without psychometric expertise to easily implement and perform computerized adaptive testing at their institutions. The most recent LIVECAT version only provides a dichotomous item response model and the basic components of CAT. Shortly, LIVECAT will include advanced functions, such as polytomous item response models, weighted likelihood estimation method, and content balancing method.

Abstract

This study introduces LIVECAT, a web-based computerized adaptive testing platform. This platform provides many functions, including writing item content, managing an item bank, creating and administering a test, reporting test results, and providing informationabout a test and examinees. The LIVECAT provides examination administrators with an easy and flexible environment for composingand managing examinations. It is available at http://www.thecatkorea.com/. Several tools were used to program LIVECAT, as follows:operating system, Amazon Linux; web server, nginx 1.18; WAS, Apache Tomcat 8.5; database, Amazon RDMS—Maria DB; and languages, JAVA8, HTML5/CSS, Javascript, and jQuery. The LIVECAT platform can be used to implement several item response theory(IRT) models such as the Rasch and 1-, 2-, 3-parameter logistic models. The administrator can choose a specific model of test construction in LIVECAT. Multimedia data such as images, audio files, and movies can be uploaded to items in LIVECAT. Two scoring methods (maximum likelihood estimation and expected a posteriori) are available in LIVECAT and the maximum Fisher information itemselection method is applied to every IRT model in LIVECAT. The LIVECAT platform showed equal or better performance comparedwith a conventional test platform. The LIVECAT platform enables users without psychometric expertise to easily implement and perform computerized adaptive testing at their institutions. The most recent LIVECAT version only provides a dichotomous item response model and the basic components of CAT. Shortly, LIVECAT will include advanced functions, such as polytomous item response models, weighted likelihood estimation method, and content balancing method.

참고문헌 (4)

  1. Chang Hwi Kim, "Presidential address: Preparing for permanent test centers and computerized adaptive testing", Journal of Educational Evaluation for Health Professions, 15, pp.1~ (2018), Korea Health Personnel Licensing Examination Institute[DOI]
  2. Dong Gi Seo, "Overview and current management of computerized adaptive testing in licensing", certification examinations, 2017, pp.14, 17~[DOI]
  3. Frederic M. Lord, "A Broad-Range Tailored Test of Verbal Ability", Applied Psychological Measurement, 1(1), pp.95~100 (2016), SAGE Publications[DOI]
  4. 김도경, "컴퓨터 기반 맞춤형 검사의 구현을 위한 웹 기반 플랫폼(LIVECAT)의 정확성 및 효율성 검증", 한국정보기술학회논문지, 18(4), pp.77~87 (2020), 한국정보기술학회[DOI]

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