• Title/Summary/Keyword: 문항생성

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Application Scheme of Hybrid Data Mining for Fused Data in Statistical Survey (통계조사에서의 퓨전된 자료에 대한 하이브리드 데이터마이닝의 적용 방안)

  • Park, Hee-Chang;Cho, Kwang-Hyun
    • The Korean Journal of Applied Statistics
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    • v.21 no.3
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    • pp.399-411
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    • 2008
  • Today, the statistical survey has been carried out variously for the decision-making and administration of the organization. We use the different items in the statistical survey according to the purpose of study. Currently, Gyeongnam province is executing the social index survey to the provincials every year. But, this survey has the limit of the analysis as execution of the different survey per 3 year cycles. The solution for this problem is data fusion technique. Data fusion is generally defined as the use of techniques that collect to combine data including multiple sources in order to raise the quality of information. But, data fusion doesn't mean the ultimate result. Therefor, efficient analysis for the fused data is also important. In this study, we suggest the application methodology of neural network by latent variable through the fused data in statistical survey.

Development of the motivating efficacy scale for mathematics teachers (수학교사의 수학 학습동기 유발 효능감 측정 도구 개발 연구)

  • Somin Kim;Hee-jeong Kim
    • Journal of the Korean School Mathematics Society
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    • v.26 no.2
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    • pp.159-184
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    • 2023
  • In this study, after defining motivating efficacy operationally, we developed a draft of the Motivating Efficacy Scale for Mathematics Teachers (MESMT), a measure of mathematics teachers' motivating efficacy, through the literature review and an expert Delphi survey, and conducted the exploratory factor analysis using online survey responses from 347 elementary and secondary mathematics teachers across the country to explore the factor structure of the measure and to test its validity and reliability. The exploratory factor analysis resulted in the deletion of 17 items from the initial 42 items developed through the literature review and expert Delphi survey and the identification of four factors (Providing successful experiences, Eliciting attention and engagement, Creating mathematics case-based relevance, and Providing extrinsic rewards), resulting in a final MESMT of 25 items. The MESMT developed in this study is a valid and reliable measure of mathematics teachers' motivating efficacy, and is expected to serve as a starting point for many subsequent studies to understand mathematics teachers' motivating efficacy and improve mathematics teachers' ability to motivate students' mathematics learning.

Korean Word Learning System Using User-Word Intelligent Network and Automatic Question Generation Technique (사용자 어휘지능망과 자동문제생성기술을 이용한 한국어 어휘학습시스템)

  • Choe, Su-Il;Im, Ji-Hui;Choe, Ho-Seop;Ock, Cheol-Young
    • Annual Conference on Human and Language Technology
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    • 2006.10e
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    • pp.15-21
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    • 2006
  • 본 논문에서는 올바른 한국어 생활과 한국어 실력 향상을 위하여, 한국어 어휘에 대한 풍부한 정보를 담고 있는 한국어사전, 사용자 어휘지능망(User-Word Intelligent Network : U-WIN)등의 언어자원을 이용한 자동문제생성기술을 소개하고, 이를 이용한 한국어 어휘학습시스템을 제시한다. 대부분의 학습시스템에서 사용하는 문제 은행식 출제 방식의 문제점을 해소할 수 있는 하나의 방법으로서, 기존의 한국어 어휘문제의 문항을 분석하여 8가지 문제 유형으로 재편성하고, 각 유형별 자동 문제 생성패턴에 따라 언어자원이 가지고 있는 한국어 어휘의 형태적 정보, 의미적 정보를 이용하여 한국어 어휘 문제를 자동 출제하는 한국어 어휘학습시스템을 구현하였다.

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Korean Learning Assistant System with Automatically Extracted Knowledge (자동 추출된 지식에 기반한 한국어 학습 지원 시스템)

  • Park, Gi-Tae;Lee, Tae-Hoon;Hwang, So-Hyun;Kim, Byeong Man;Lee, Hyun Ah;Shin, Yoon Sik
    • KIPS Transactions on Software and Data Engineering
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    • v.1 no.2
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    • pp.91-102
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    • 2012
  • Computer aided language learning has become popular. But the level of automation of constructing a Korean learning assistant system is not so high because a practical language learning system needs large scale knowledge resources, which is very hard to acquire. In this paper, we propose a Korean learning assistant system that utilizes easily obtainable knowledge resources like a corpus, web documents and a lexicon. Our system has three modules - problem solving, pronunciation marker and writing assistant. Automatic problem generator uses a corpus and a lexicon to make problems with one correct answer and three distracters, then verifies their suitability by utilizing frequency information from web documents. We analyze pronunciation rules for a pronunciation marker and recommend appropriate words and sentences in real-time by using data extracted from a corpus. In experiment, we evaluate 400 automatically generated problems, which show 89.9% problem suitability and 64.9% example suitability.

Design and Implementation of XML-based Item Pool System Supporting Leveled Assesment (수준별 평가를 지원하는 XML 기반 문제은행 시스템의 설계 및 구현)

  • Choi, Sook-Young;Back, Hyon-Ki
    • The Journal of Korean Association of Computer Education
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    • v.6 no.1
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    • pp.95-107
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    • 2003
  • For effective web-based teaching and learning, it is necessary to estimate. whether activities for it have attained to the learning goal. In HTML and file based item pool systems, it is difficult to manage, to create questions into various forms, and to share with other systems. It is also not easy to provide suitable questions according to the level of learners. On the contrary, XML document can systematically create a structured information. Since XML represents a structure with meaningful information units, it can be effectively used to manage, search, and store documents. Therefore, we designed and implemented a web-based item pool system based on XML, which can support leveled assessment by analyzing the level of learners and providing appropriate questions according to it.

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Study on the Learning Effect of Mathematical Patterns Using LOGO Programming (LOGO 프로그래밍을 이용한 초등학교 수학 규칙성의 학습효과 연구)

  • Kim, Gil-Hyun;Kim, Kap-Su
    • 한국정보교육학회:학술대회논문집
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    • 2006.01a
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    • pp.115-120
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    • 2006
  • 제 7차 교육과정부터 규칙성 영역의 학습이 도입되고 중요하게 다뤄지고 있지만, 학생들이 규칙성을 찾거나 도형 패턴을 나타내는 데 어려움을 겪고 있기 때문에, 본 논문에서는 규칙성을 LOGO 프로그래밍 언어를 통해 학습하고 그 효과를 분석하였다. 수학적 패턴의 유형은 생성방식에 따라서 (1) 반복패턴, (2) 대칭패턴, (3) 증가패턴, (4) 회전패턴, (5) 혼합패턴의 다섯 가지이다. 논 논문에서는 규칙성 영역에 대한 LOGO 수업의 효과를 분석하기 위해서, 각각 패턴에 대하여 평가 문항을 만든 후 수업전과 LOGO를 통한 수업 후에 평가를 실시하여 분석하였다. 사전평가 M 4.74에서 LOGO 수업을 실시 한 후에 평가에서 M 5.22로 LOGO 수업의 효과가 유의미(p<.05, p=0.016)하게 나타났다. 특히, 도형패턴에서 높은 향상도를 나타냈다.

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Design and Implementation for Adaptive Learning System based Dynamic Contents Using Fuzzy Neural Network (퍼지신경회로망을 이용한 동적 학습내용 기반 적응형 학습시스템의 설계 및 구현)

  • Park, Tae-O;Hwang, Jin;Lee, Bae-Ho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2008.05a
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    • pp.761-763
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    • 2008
  • 최근 온라인교육의 필요성이 높아지고 요구 수준이 커짐에 따라 교육 서비스를 제공하는 시스템의 지능화된 처리능력이 필요하다. 퍼지신경회로망은 각각의 가중치(weight)를 갖는 채널로 연결한 망형태의 계산모델이다. 퍼지신경회로망을 학습시스템에 적용하여 학습자의 문항테스트 결과에서 학습과정을 재설정 할 수 있는 출력 값을 생성한다. 적응형 학습시스템은 퍼지신경회로망을 적용하여 개별화된 강의 코스로 학습을 진행하고 결과의 feedback을 통해 학습자의 최적 커리큘럼을 찾아내는 방법을 구현하였다.

Fuzzy Approach of Learning Evaluation Model in Intelligent E-Learning Systems (지능형 가상 학습 시스템에서 학습 평가 모델의 퍼지적 접근)

  • Weon, Sung Hyun
    • The Journal of Korean Association of Computer Education
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    • v.8 no.1
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    • pp.55-63
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    • 2005
  • Recently, web-based E-learning systems have entered the spotlight by providing new learning environments that break down spatial and temporal limitations. The key to building the web-based E-learning system is in determining how to effectively use the system and to evaluate the degree of learning achieved by the students that use it. In traditional off-line learning systems, we can evaluate students by counting how many questions, designed to evaluate their learning achievement, he or she answers correctly within a predetermined time limit. But this method would make individualized learning, a strong point of E-learning systems, impossible because these systems provide same learning strategy to all students even though they achieve a different level of learning. Therefore, in this paper, I will find any relationships between given test answers using fuzzy implication theory, I call these fuzzy correlations, and then generate evaluation results that are reflected in those relationships. I will compare the differences between this evaluation method and a traditional evaluation method where a student takes a test to evaluate his or her learning achievement after some learning period. Finally, I will discuss how we can use these results in individualized learning.

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Analysis on the Belief about Mathematics Teaching of Elementary Preservice Teachers and Mathematics Teachers (초등교사와 예비교사의 수학 수업에 대한 신념 분석)

  • Lee, Dae Hyun
    • School Mathematics
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    • v.15 no.1
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    • pp.201-219
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    • 2013
  • The purpose of this study was to analyse the belief about mathematics teaching of elementary preservice teachers and mathematics teachers. This study involved 100 respondents from the preservice teachers and 114 respondents from the mathematics teachers. The instruments used in this study consist 15 items of mathematical knowledges and 19 items of mathematical activities. The finding showed that preservice teachers emphasized the conceptual knowledge, whereas mathematics teachers emphasized the procedural knowledge in the mathematical knowledges. And preservice teachers emphasized the knowledge representation, knowledge generation, knowledge deliberation, knowledge communication, whereas mathematics teachers emphasized the use of knowledge(syntax) in the mathematical activities. Finally, even though two groups showed the significant difference in some items, preservice teachers and mathematics teachers emphasized the various mathematical knowledges and mathematical activities.

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A method to maintain templates in open source-based authoring tool for e-learning assessment items (오픈 소스 기반의 이러닝 평가문항 저작 도구를 위한 템플릿 유지 기법)

  • Han, Sungjae;Choi, Byung-Uk;Cha, Jaehyuk
    • Journal of Digital Contents Society
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    • v.15 no.1
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    • pp.101-112
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    • 2014
  • Existing tools using in the standard e-learning contents authoring were used a method to provide users contents template produced in advance. In order to use resources of the template in a common web-based authoring tool, there is problem to overcome. If the resource of template is inserted within the contents on the authoring tool, the deformation of the template by the user's input that may occur during the edit process cannot be controlled. In this paper, we propose an effective maintenance method to prevent deformation of the resource of template inserted into any WYSIWYG-based HTML authoring tool by user's discretion. We added a template plug-in that can create the IMS-QTI standard resource in tynyMCE the web-based open source editor of representative examples. And the plug-in for tinyMCE was realized as a module of directly respond to the action of limited user input. So, in response to the action of user's input, the structure of the template can be sustained possibly.