• Title/Summary/Keyword: learning difficulty

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Effects of Conditions of Generation and Degree of Task Difficulty in Children's Recall (생성 조건과 과제의 난이도가 아동의 회상에 미치는 영향)

  • Kim, Jung Eun;Choi, Kyoung Sook
    • Korean Journal of Child Studies
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    • v.23 no.6
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    • pp.33-47
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    • 2002
  • This study examined the effects of conditions of generation(0, 1, or 2 cognitive operations) and task difficulty in children's recall. Subjects were 40 children in each age group, 8-year-olds and 10-year-olds. Each subject was shown 12 simple or difficult multiplication problems in one of the conditions of generation. After a buffer task, subjects were required to recall correct answers to the problems in random order. The data were analyzed by ANOVA and simple main effect analyses. Results showed that generation effect(GE) occurred among children younger than 12, and GE improved with age. Learning from cognitive operations was more effective than learning through simple repetition. Easier tasks led to greater GE, a phenomenon explained by procedures used in this study.

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A CSP based Learner Tailoring Question Recommendation Process using Item Response Theory (문항반응이론을 이용한 CSP 기반의 학습자 중심 문제추천 프로세스)

  • Jeong, Hwa-Young
    • Journal of Internet Computing and Services
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    • v.10 no.5
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    • pp.145-152
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    • 2009
  • Applications such as study guides and adaptive tutoring must rely on a fine grained student model to tailor their interaction with the user. They are useful for Computer Adaptive Testing (CAT), for example, where the test items can be administered in order to maximize the information. I study how to design learner tailoring question process for recommendation. And this process can be applied the CAT and I use the formal language such as CSP in each process development for efficient process design. I use the item difficulty of item response theory for question recommendation process and learner can choice the difficulty step for learning change to control the difficulty of question in next learning. Finally, this method displayed the structural difference to compare between existent and this process.

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A Study on an Instructional Model and Statistical Thinking Levels to Help Minority Students with Low-SES and Learning Difficulty (교육소외 학생들을 위한 수업모형과 통계이해수준에 관한 연구)

  • Baek, Jung-Hwan;ChoiKoh, Sang-Sook
    • The Mathematical Education
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    • v.50 no.3
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    • pp.263-284
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    • 2011
  • We took note of the fact that there were not many studies on improvement of mathematics learning in the field of statistics for the minority students from the families who belonged to the Low-SES. This study was to help them understand the concepts and principles of mathematics, motivate them for mathematics learning, and have them feel familiar with it. The subjects were 12 students from the low-SES families among the sophomores of 00 High School in Gyeonggi-do. Although it could not be achieved effectively in the short-term of learning for the slow learners, their understanding of basic concepts and confidence, interests and concerns in statistical learning were remarkably changed, compared to their work in the beginning period. Our discourse classes using various topics and examples were well perceived by the students whose performance was improved up to the 3rd thinking level of Mooney's framework. Also, a meaningful instructional model for slow learners(IMSL) was found through the discourse.

Estimating the regression equations for predicting item difficulty of mathematics in the College Scholastic Ability Test (대학수학능력시험 수리 영역 문항 난이도 예측을 위한 회귀모형 추정)

  • Lee, Sang-Ha;Lee, Bong-Ju;Son, Hong-Chan
    • The Mathematical Education
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    • v.46 no.4
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    • pp.407-421
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    • 2007
  • The purpose of this study is to identify the item characteristics that are supposed to affect item difficulty and to estimate the regression equations for predicting item difficulty of mathematics in the College Scholastic Ability Test(CSAT). We selected six variables related to item characteristics based on learning theories: contents, cognitive domain, novelty, item type, number of concepts, and the amount of computation. With data of the CSAT mathematics test administered in 2004-2006, item difficulty was regressed on the six variables, the location of an item, and the item writer's judgment on difficulty. The novelty of an item was found to be a statistically insignificant variable in explaining item difficulty. Four regression equations with different sets of independent variables could explain $70%{\sim}80%$ of the item difficulty variance and were validated as predicting item difficulty of the mock CSAT in 2006.

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Adaptation of Clustering Method to FNN for Performance Improvement (FNN 성능개선을 위한 클러스터링기법의 적용)

  • 최재호;박춘성;오성권;안태천
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1997.10a
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    • pp.135-138
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    • 1997
  • In this paper, we proposed effective modeling method to nonlinear complex system. Fuzzy Neural Network(FNN) was used as basic model. FNN was fused of Fuzzy Inference which has linguistic property and Neural Network which has learning ability and high tolerence level. This paper, we used FNN which was proposed by Yamakawa. The FNN used Simple Inference as fuzzy inference method and Error Back Propagation Algorithm as learning rule. This structure has better property than other structure at learning speed and convergence ability. But it has difficulty at definition of membership function. We used Hard c-Mean method to overcome this difficulty. To evaluate proposed method. We applied the proposed method to waste water treatment process. We obtained better performance than conventional model.

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Study on the Academic Competency Assessment of Herbology Test using Rasch Model (라쉬 모델을 사용한 본초학 시험의 학업역량 분석 연구)

  • Chae, Han;Lee, Soo Jin;Han, Chang-ho;Cho, Young Il;Kim, Hyungwoo
    • The Journal of Korean Medicine
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    • v.43 no.2
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    • pp.27-41
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    • 2022
  • Objectives: There should be an objective analysis on the academic competency for incorporating Computer-based Test (CBT) in the education of traditional Korean medicine (TKM). However, the Item Response Theory (IRT) for analyzing latent competency has not been introduced for its difficulty in calculation, interpretation and utilization. Methods: The current study analyzed responses of 390 students of 8 years to the herbology test with 14 items by utilizing Rasch model, and the characteristics of test and items were evaluated by using characteristic curve, information curve, difficulty, academic competency, and test score. The academic competency of the students across gender and years were presented with scale characteristic curve, Kernel density map, and Wright map, and examined based on T-test and ANOVA. Results: The estimated item, test, and ability parameters based on Rasch model provided reliable information on academic competency, and organized insights on students, test and items not available with test score calculated by the summation of item scores. The test showed acceptable validity for analyzing academic competency, but some of items revealed difficulty parameters to be modified with Wright map. The gender difference was not distinctive, however the differences between test years were obvious with Kernel density map. Conclusion: The current study analyzed the responses in the herbology test for measuring academic competency in the education of TKM using Rasch model, and structured analysis for competency-based Teaching in the e-learning era was suggested. It would provide the foundation for the learning analytics essential for self-directed learning and competency adaptive learning in TKM.

The Effects of Problem Based Learning on the Social Psychology of Clothing course (Problem Based Learning (PBL) 을 이용한 의상학과 이론수업방식에 관한 고찰)

  • Lee, Seung-Hee
    • Journal of Fashion Business
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    • v.13 no.5
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    • pp.93-101
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    • 2009
  • The purpose of this study was to examine the effects of PBL (Problem based-learning) on the social psychology of clothing course. Thirty-seven undergraduate university students completed a 15-week capstone course in a clothing and textiles department. Eighty-one percent of the participants were majoring in the clothing and textiles. The study was conducted two focus group interview with 37 undergraduate students. The participants demonstrated positive attitude toward the PBL (Problem Based Learning) in Social Psychology of Clothing course. The results showed that the students have more opportunities to practice collaboration within the team and to increase their self-esteem and self-confidence through the 15 week of teamwork. The participants were developed to express their opinion actively and solving the problem skills. Eighty percent of the instructors had a positive attitude toward the achievement of the course objectives. Seventy-five percent of the instructors expressed the difficulty of student's evaluation. Fifty-five percent of the instructors had a difficulty of development of module problems.

Learning Characteristics and Tactics of a Scientifically Gifted Student with Economic Difficulty and Physical Disadvantage: A Case Study of 'Haneul' of Saturday Physics Class (경제적, 신체적 어려움이 있는 과학영재의 학습 특성과 전술: 주말 물리교실 하늘이의 사례를 중심으로)

  • Cho, Sung-Min;Jeon, Dong-Ryul
    • Journal of Gifted/Talented Education
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    • v.22 no.3
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    • pp.729-755
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    • 2012
  • As an effort to understand alienated gifted students, we investigated learning characteristics and learning tactics of a scientifically gifted student with economic difficulty and physical disadvantage. The student we studied is attending the Saturday Physics Class which is an after school science activity offered by our university. We adopted techniques of qualitative case study. Participant observation was carried out at the field and the interview was done with the participant, his mother, and his teacher of 5th grade. Field documents and self-reports were used to understand the student synthetically. As a result, learning characteristics of the participant could be summarized as a spontaneous learning which originated from the internal motivation and struggle for learning to overcome the sense of inferiority and isolation from the peers. The participant adopted a strategic method for learning to satisfy his learning desire given the circumstance of socioeconomic and physical disadvantage: the three tactics we found were various learning routes, meta-cognitive ability and fervent response.

The analysis of sensed difficulty on the selective tracks textbooks based on 2007 revised mathematics curriculum (2007년 개정 수학과 교육과정에 따른 선택과목 교과서의 수학교사 체감난이도 분석)

  • Lee, BongJu;Kim, ChangIl
    • The Mathematical Education
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    • v.52 no.1
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    • pp.1-17
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    • 2013
  • The goal of the textbooks of 2009 revised curriculum is to make customized lectures possible considering learning characteristics and understanding level of students. However, it is not easy to find a research result on sensed difficulty of the mathematics textbook, which is able to provide valuable information on the development of the diverse level textbooks. This research suggested criteria in analysing sensed difficulties of field teachers on the textbooks, and analysed sensory difficulty on the selective tracks textbooks based on 2007 revised mathematics curriculum using the criteria. The results of the analysis on 59 mathematics selective tracks textbooks show that all have average sensed difficulty. The criteria and research results are expected to provide valuable information in future mathematics textbook development.

Analysis of the issues derived from the implementation of the 2015 revised mathematics curriculum in 1st and 2nd grade (2015 개정 수학과 교육과정 초등학교 1~2학년 적용에서의 쟁점 분석)

  • Kim, Seong-Kyeong;Oh, Taek-Keun
    • The Mathematical Education
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    • v.58 no.2
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    • pp.263-282
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    • 2019
  • The purpose of this study is to analyze the implementation of 2015 revised mathematics curriculum. This study focused on issues raised from the implementation. The teaching-learning methods for enhancing mathematical competencies, the amount and difficulty of mathematics in the 1st and 2nd grade, the level of vocabulary and sentence for students in the textbooks, and the support for successful implementation of the curriculum were collected and analyzed through questionnaires and interviews. As a result of the research, most of the teachers tried to improve the teaching and learning method considering mathematical competencies, but had difficulty in connecting contents and competencies. They also recognized that the amount and difficulty in the 1st and 2nd grade math, and the level of vocabulary and sentences presented in math textbooks were generally appropriate. However, they pointed out that the textbooks were over-emphasized in various ways out of basic calculation methods, and that the long sentences, which are not easy to read and understand by students who are not familiar with reading Korean, are included in the . They recognised that there is a large difference in level of reading Korean and understanding math among students. So we suggest that more active support is needed for the students who are learning slowly and the students who are having difficulty in reading Korean.