• 제목/요약/키워드: Assessment for Learning

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Design and Implementation of ELAS in AI education (Experiential K-12 AI education Learning Assessment System)

  • Moon, Seok-Jae;Lee, Kibbm
    • International Journal of Advanced Culture Technology
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    • 제10권2호
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    • pp.62-68
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    • 2022
  • Evaluation as learning is important for the learner competency test, and the applicable method is studied. Assessment is the role of diagnosing the current learner's status and facilitating learning through appropriate feedback. The system is insufficient to enable process-oriented evaluation in small educational institute. Focusing on becoming familiar with the AI through experience can end up simply learning how to use the tools or just playing with them rather than achieving ultimate goals of AI education. In a previous study, the experience way of AI education with PLAY model was proposed, but the assessment stage is insufficient. In this paper, we propose ELAS (Experiential K-12 AI education Learning Assessment System) for small educational institute. In order to apply the Assessment factor in in this system, the AI-factor is selected by researching the goals of the current SW education and AI education. The proposed system consists of 4 modules as Assessment-factor agent, Self-assessment agent, Question-bank agent and Assessment -analysis agent. Self-assessment learning is a powerful mechanism for improving learning for students. ELAS is extended with the experiential way of AI education model of previous study, and the teacher designs the assessment through the ELAS system. ELAS enables teachers of small institutes to automate analysis and manage data accumulation following their learning purpose. With this, it is possible to adjust the learning difficulty in curriculum design to make better for your purpose.

지구과학 수업에서 진단 및 형성평가 활용을 위한 스마트 맞춤 평가(SPA) 시스템의 개발 및 효과 (Development and Effects of Smart Personalized Assessment(SPA) System for Using of Diagnostic and Formative Assessment in Earth Science Classes)

  • 손준호;김종희
    • 대한지구과학교육학회지
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    • 제9권1호
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    • pp.1-14
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    • 2016
  • The purpose of this study is to develop SPA system using diagnostic and formative assessment in earth science classes in order to discuss its effect on learning achievement and self-directed learning attitude. For this purpose, we developed total management system, app for teachers, and app for students. This research was practiced to 76 students in 5th grade. The results are as follows. Firstly, the group taking a class used by app for diagnostic and formative assessment had an effect of improving learning achievement. However, as for learning achievement long term endurance test, the group taking a class using app for diagnostic and formative assessment had no effect. Secondly, the group taking a class using apps for diagnostic and formative assessment had an effect of improving learners' self-directed learning attitude. As for self-directed long-term endurance test, the group taking a class using app for diagnostic and formative assessment had an effect. In conclusion, I hope that this SPA system might apply to the science classes as it is a system that will satisfy the needs of both teachers and students, giving much needed feedback to students.

이러닝 협동학습 평가 모델 개발 (Development of a Collaborative e-Learning Evaluation Model)

  • 오양가 체렝검버;이길흥
    • 디지털산업정보학회논문지
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    • 제11권1호
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    • pp.135-144
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    • 2015
  • This study aims to propose an evaluation model that enables cooperative learning using e-Learning system. Even if the teacher and the student are not in the same place at the same time, the team project deliverable submitted by the student to the online system can be viewed by the teacher, enabling the teacher to assess the student not only based on the project but also in many other aspects. The proposed e-learning cooperative learning model allows the development of assessment factors, using such factors in assessment of the student's activities which are performed through the e-learning system, and the feedback of the results to the student so that the student is further motivated for learning. The teacher performs a comprehensive assessment of such factors, which is considered in conjunction with the student's assessment. Implementing the cooperative learning model proposed in this study in various e-learning systems such as Moodle is expected to motivate the student for learning, produces better cooperative learning results, provides greater convenience of assessment to the teacher, and improves fairness of assessment by showing the student's activities in real time.

효율적 교수학습을 위한 웹 기반 수행평가 시스템 설계 및 구현 (The Design And Implementation of the Web-Based Performance Assessment System for the Effective Instruction and Learning)

  • 권형규;이은정
    • 정보교육학회논문지
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    • 제8권1호
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    • pp.125-137
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    • 2004
  • 본 연구의 목적은 웹 기반 수행평가의 문제중심별 상황학습에 따른 제작, 실시, 채점 및 전송과정을 통하여 교수자의 현장운영 및 학습자의 자기주도적 학습과 상호작용 증진을 통한 교수-학습의 효과를 증대시키는데 있다. 이를 위해 학교현장의 효율적 운영과 학습효과를 위한 구성주의적 문제중심학습(PBL)과 웹 기반 학습공동체 중심의 상황학습을 반영한 웹기반 수행평가 설계모형을 개발하였다. 웹 기반 제작은 자동제작을 통해 문제중심의 자기주도적 학습이 이루어지며, 상황학습을 적용한 템플릿 제작에서는 구체적 사례 기반의 맥락에 따른 학습이 수행된다.

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수학 학습 위계에 따른 수학 평가·보정 자료 개발 연구: 중학교 1학년 함수 영역을 중심으로 (Development of Mathematics Assessment and Correction Materials according to Mathematics Learning Hierarchy: Focused on the Function for 7th Grade)

  • 허난;김수철
    • East Asian mathematical journal
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    • 제36권4호
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    • pp.437-454
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    • 2020
  • The purpose of this study is to develop a mathematical assessment and correction materials according to the mathematics learning hierarchy. The scope of the study is set to 'function' in 7th grade of middle school. The researchers developed a draft of the mathematical assessment and correction materials based on the mathematics learning hierarchy through the pilot test and the expert review. Using the results of the expert review, the researchers modified and supplemented the math assessment and correction materials to produce the final version. The mathematics assessment and correction material developed in this study is expected to build an effective guidance system for students with mathematics deficits. In addition, by presenting a mathematical assessment and correction materials to the teachers in the field, it is possible to reduce the effort for the management of underachievers and to provide guidance for the education of students with a lack of math learning.

초등학교 수학과 수행평가 실천에 관한 연구 - 자기평가.동료평가.관찰평가를 중심으로 - (A Study on the Practice of Performance Assessment in the Elementary School Mathematics - Focussing on Self-assessment and Peer-observation -)

  • 김송자;최창우
    • 한국초등수학교육학회지
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    • 제10권1호
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    • pp.67-87
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    • 2006
  • 본 연구는 초등학교에서 이루어지는 수행평가 실시에서의 문제점을 인식하고 자기평가, 동료평가 및 관찰평가의 실천을 통하여 평가에 따르는 시간적인 제약을 줄이고, 평가의 결과를 교수 학습계획에 반영시킴으로써 평가를 통한 초등수학과 교수 학습의 개선에 대한 시사점을 찾아보고자 이루어졌다. 이러한 목적을 달성하기 위하여 연구자는 초등학교 2학년 1개 반 학생 40명을 대상으로 자기평가, 동료평가를 실시하고 '재미있는 놀이를 하여 봅시다' 차시의 운영과정에서 관찰평가를 한 학기동안 적용하였으며 평가의 적용과정에서 얻어진 학생들의 자기평가결과물(수학일지, 자기평가지, 평가의 과정에서의 대화내용)과 관찰평가 결과물(체크리스트, 놀이 활동 결과물, 놀이의 과정에서의 대화내용)을 분석해 보았다.

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Computer vision and deep learning-based post-earthquake intelligent assessment of engineering structures: Technological status and challenges

  • T. Jin;X.W. Ye;W.M. Que;S.Y. Ma
    • Smart Structures and Systems
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    • 제31권4호
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    • pp.311-323
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    • 2023
  • Ever since ancient times, earthquakes have been a major threat to the civil infrastructures and the safety of human beings. The majority of casualties in earthquake disasters are caused by the damaged civil infrastructures but not by the earthquake itself. Therefore, the efficient and accurate post-earthquake assessment of the conditions of structural damage has been an urgent need for human society. Traditional ways for post-earthquake structural assessment rely heavily on field investigation by experienced experts, yet, it is inevitably subjective and inefficient. Structural response data are also applied to assess the damage; however, it requires mounted sensor networks in advance and it is not intuitional. As many types of damaged states of structures are visible, computer vision-based post-earthquake structural assessment has attracted great attention among the engineers and scholars. With the development of image acquisition sensors, computing resources and deep learning algorithms, deep learning-based post-earthquake structural assessment has gradually shown potential in dealing with image acquisition and processing tasks. This paper comprehensively reviews the state-of-the-art studies of deep learning-based post-earthquake structural assessment in recent years. The conventional way of image processing and machine learning-based structural assessment are presented briefly. The workflow of the methodology for computer vision and deep learning-based post-earthquake structural assessment was introduced. Then, applications of assessment for multiple civil infrastructures are presented in detail. Finally, the challenges of current studies are summarized for reference in future works to improve the efficiency, robustness and accuracy in this field.

동형검사를 활용한 진단 및 형성평가가 초등과학 수업에 미치는 효과 : '지구와 달' 단원을 중심으로 (Effects of Diagnostic and Formative Assessment Using Equivalent Test on Elementary Science Classes : Focused on the 'Earth and Moon' Unit)

  • 손준호;김종희
    • 한국과학교육학회지
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    • 제35권4호
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    • pp.619-628
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    • 2015
  • 이 연구의 목적은 동형검사를 활용한 진단 및 형성평가가 초등과학 수업에 어떠한 영향을 미치는지 알아보고자 하였다. 이를 위해 진단 및 형성평가의 문항 및 학업성취도 문항을 개발하여 수업에 적용 및 투입하였는데 연구 결과는 다음과 같다. 첫째, 진단평가를 실시한 과학수업은 학생들의 과학 학업성취도를 향상시켰다. 둘째, 형성평가를 실시한 과학 수업에서는 학생들의 과학 학업성취도 향상에 도움을 주지못하였으며, 자기주도적 학습 태도의 영역 중에서는 학습기회의 개방성 영역만 향상시켰다. 셋째, 진단 및 형성평가 실시한 과학 수업에서는 학생들의 과학 학업성취도를 향상시켰으며, 자기주도적 학습 태도의 영역 중에서 문제 해결 기술을 제외한 학습기회의 개방성, 학습에 대한 주도성, 학습에 대한 애착 영역을 향상시켰다. 따라서 이 연구에서는 학생들의 학업성취도와 자기주도적 학습 태도를 향상시키기 위해서는 형성평가를 진단평가와 함께 실시해야 함을 강조하였다.

학습성과 수행평가를 위한 루브릭 개발과 적용에 관한 연구 (A Study on the Development and Application of Rubrics for Performance Assessment in Terms of Promoting Program Learning Outcomes)

  • 신민희
    • 공학교육연구
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    • 제15권5호
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    • pp.108-118
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    • 2012
  • The purpose of this study was to provide analytic rubrics for measuring teamwork(PO6), communication and presentation skills(PO7), and life-long learning(PO8) based on theoretical concepts of performance assessment and rubrics. Also, this study analyzed data about performance assessment and rubics from courses offered through college of engineering. Participants were 34 senior engineering students who took the course 'Technical writing and presentation'. In the second week of the course, students were given the pre-test instrument which was developed for measuring students' understanding of program outcomes for this study. After performing project activities using rubrics, students were encouraged to complete the post-test instrument and the reaction questionnaire during the ninth week. The data were analyzed by using SPSS 14.0 and Microsoft Excel. The research findings are as follows. First, to promote and evaluate program learning outcomes appropriately, performance assessment-based on rubircs should be implemented. Second, in the reaction questionnaire about the rubircs, students answered that using rubircs for performing the project was very useful for understanding the performance procedures and assessment criteria. Third, the mean of understanding of program outcomes of students in post-test was significantly increased than in the pre-test(p<.0001). From the findings, performance assessment and rubrics should be used as evaluation tools at course levels in terms of promoting program learning outcomes for engineering education.

퍼지 논리를 이용한 자기 주도적 학습 및 평가 시스템 (Self-Directed Learning Assessment System Using Fuzzy Logic)

  • 우영운;김광백;이종희
    • 한국정보통신학회논문지
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    • 제11권4호
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    • pp.815-825
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    • 2007
  • 기존의 웹 기반 자기 주도적 학습은 학습 능력을 평가할 수 없을 뿐만 아니라, 시험 능력에 대한 평가도 시험점수로만 제공되어 학습 능력 평가의 객관성, 평가 기준의 모호성 등의 문제가 야기되고 있다. 본 논문에서는 학습자 스스로가 학습 능력을 조절하고 학습과정을 평가할 수 있는 자기 주도적 학습 및 시험 능력 평가에 대한 방법을 제안하고, 이를 정보 처리 기사 시험의 필기 과목에 적용하여 구현하였다. 제안된 자기 주도적 학습 및 시험 능력 평가방법은 소속함수와 퍼지추론을 이용하여 학습 시간 및 횟수, 시험 시간 및 점수에 대한 각각의 소속도를 계산하여 학습과 시험 각각에 대한 퍼지 소속도를 계산하고 학습 및 시험에 대한 최종 퍼지 소속도를 계산한다. 제안한 시스템은 기존의 방법에 비해 학습자 스스로 성취도를 평가하기에 용이하며 이후의 학습 계획을 정하는데도 도움이 된다. 이는 구현된 시스템의 이용자들을 대상으로 한 설문에서도 확인할 수 있었다.