• Title/Summary/Keyword: Generalization ability

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The Design and Implementation of Individual Level Multimedia CAI Title for Enhancing Composition Ability (초등학교 논술 능력 향상을 위한 수준별 멀티미디어 CAI 타이틀 설계 및 구현)

  • Kim, Young-Ju;Lee, Jong-Il
    • Journal of The Korean Association of Information Education
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    • v.3 no.1
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    • pp.94-115
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    • 1999
  • Multimedia CAI programs have been produced which encourage self-study and positive learning activities. With instant feedback from the CAI program, students' errors can be corrected easily and the composition ability can be advanced have been done. To increase students' computer capability and composition abilities the following studies. 1. Make an estimate about the factors affecting composition themes and prepare a course based on individual students' needs. 2. Design and implement CAI programs for the enhancement of composition ability. 3. Find an effective teaching-learning model for the generalization of the CAI title and then verify the results.

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The Effects of Characteristics of Information Gifted Students on the Selection of Science Gifted Students (정보영재의 특성이 영재학생 선발에 미치는 영향 분석)

  • Kim, Kapsu;Min, Meekyung
    • Journal of The Korean Association of Information Education
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    • v.22 no.3
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    • pp.367-374
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    • 2018
  • In order to cultivate the human resources needed in the 4th industrial revolution era, it is necessary to select the gifted students and educate them systematically. Although excellent gifted students are important in a specific field, more convergent talents in the fields of mathematics, science, and information are required. The purpose of this study is to investigate how evaluation factors reflecting the characteristics of information gifted students affect the selection of science gifted students of a university gifted education center. In the characteristics of information gifted students, the cognitive factors such as Rule creation ability, Reasoning ability, Efficiency ability, Generalization ability, Structuring ability and Abstraction ability were highly correlated in selecting the science gifted students. Correlations in the applicants group of students for science gifted education center are higher than those in the first passers group and higher than those in the final successful candidates group. This means that the factors that shows the characteristics of the information gifted have a great influence on the selection of the science gifted.

Development and clinical application of Korean-version nonword intervention to improve speech motor programming (말운동프로그램 향상을 위한 한국어 비단어 중재접근법의 확립 및 임상 적용)

  • Oh, Da-Hee;Ha, Ji-Wan
    • Phonetics and Speech Sciences
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    • v.13 no.2
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    • pp.77-90
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    • 2021
  • This study is to develop a Korean version of nonword intervention by modifying and supplementing a Rapid syllable transition treatment (ReST) and to determine its effect by applying it to children with CAS. Ultimately, the purpose of this study is to investigate whether nonword interventions are effective for nonword production ability and generalization of real words. Single-subject research using the ABA design was performed for a child aged five years and six months with diagnostic features of CAS. The nonwords used in the interventions were made suitable for the individual child. The intervention was provided in one-hour sessions, twice a week for six weeks. In all cases, performance of the treated three-syllable nonwords improved, and untreated three-syllable words, four-syllable words, and nonwords showed a generalization effect. However, the generalization of treatment effects to words was smaller than for nonwords. The nonword intervention was effective in improving the subject's speech motor programming skills. As a result, transition errors due to impaired speech motor programming were greatly reduced, and the ability to produce untreated nonwords was greatly increased. However, there was a limit to the full improvement of strongly habitable word errors, which would be expected if a more intensive and repetitive intervention schedule was provided.

A Comparison between Korean and American Sixth Grade Students in Mathematical Creativity Ability and Mathematical Thinking Ability (한국과 미국의 초등학교 6학년군 학생들의 수학 창의성과 수학적 사고력의 비교)

  • Lee, Kang-Sup;Hwang, Dong-Jou
    • Communications of Mathematical Education
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    • v.25 no.1
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    • pp.245-259
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    • 2011
  • In this study, the instrument of mathematical creative problem solving ability test were considered the differences between Korean and American sixth grade students in mathematical creativity ability and mathematical thinking ability. The instrument consists of 9 items. The participants for the study were 212 Korean and 148 American students. SPSS were carried out to verify the validities and reliability. Reliabilities(Cronbach ${\alpha}$) in mathematical creativity ability is 0.9047 and in mathematical thinking ability is 0.9299 which were satisfied internal validity evaluation on the test items. Internal validity were analyzed by BIGSTEPS based on Rasch's 1-parameter item response model. The results of this study can serve as a foundation for understanding the Korean and American students differences in mathematical creativity ability and mathematical thinking ability. Especially we get the some informations on mathematical creativity ability for American's fifth grade to seventh grade students.

An Analysis on Achievement Degree of Goals of Science Curriculum through Elementary School Students' and Teachers' Perceptions (초등학생과 초등 교사의 인식을 통한 과학교육과정에서 추구하는 목표 성취 정도 분석)

  • Paik, Seoung-Hey;Woo, Su-Kyung;Kim, Hyo-Nam;Won, Jeong-Ae
    • Journal of Korean Elementary Science Education
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    • v.30 no.1
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    • pp.113-128
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    • 2011
  • The purpose of this study was to confirm achievement of goals in science curriculum. The questionnaires related to 'solution' chapter of 5th grade were developed. The subjects were 69 sixth grade elementary school students and four elementary school teachers. 5 students were selected for deep interviews. Each interview was progressed separately, and all the contents of the interviews were recorded. As results, it is revealed that most of the students could not understand basic concepts of 'solution' chapter. The teachers and the students recognized that explanations in the textbook were insufficient. Many inquiry activities were introduced in textbooks, but the students could not acquire inquiry abilities, especially data interpretation and generalization abilities. Inadequate pictures in the textbook also disturbed the students' learning of inquiry ability. Using materials of real life in textbook could not attract the elementary school students' interests effectively.

Math Creative Problem Solving Ability Test for Identification of the Mathematically Gifted

  • Cho Seok-Hee;Hwang Dong-Jou
    • Research in Mathematical Education
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    • v.10 no.1 s.25
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    • pp.55-70
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    • 2006
  • The purpose of this study was to develop math creative problem solving test in order to identify the mathematically gifted on the basis of their math creative problem solving ability and evaluate the goodness of the test in terms of its reliability and validity of measuring creativity in math problem solving on the basis of fluency in producing valid solutions. Ten open math problems were developed requiring math thinking abilities such as intuitive insight, organization of information, inductive and deductive reasoning, generalization and application, and reflective thinking. The 10 open math test items were administered to 2,029 Grade 5 students who were recommended by their teachers as candidates for gifted education programs. Fluency, the number of valid solutions, in each problem was scored by math teachers. Their responses were analyzed by BIGSTEPTS based on Rasch's 1-parameter item-response model. The item analyses revealed that the problems were good in reliability, validity, difficulty, and discrimination power even when creativity was scored with the single criteria of fluency. This also confirmed that the open problems which are less-defined, less-structured and non-entrenched were good in measuring math creativity of the candidates for math gifted education programs. In addition, it discriminated applicants for two different gifted educational institutions and between male and female students as well.

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A Novel Kernel SVM Algorithm with Game Theory for Network Intrusion Detection

  • Liu, Yufei;Pi, Dechang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.8
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    • pp.4043-4060
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    • 2017
  • Network Intrusion Detection (NID), an important topic in the field of information security, can be viewed as a pattern recognition problem. The existing pattern recognition methods can achieve a good performance when the number of training samples is large enough. However, modern network attacks are diverse and constantly updated, and the training samples have much smaller size. Furthermore, to improve the learning ability of SVM, the research of kernel functions mainly focus on the selection, construction and improvement of kernel functions. Nonetheless, in practice, there are no theories to solve the problem of the construction of kernel functions perfectly. In this paper, we effectively integrate the advantages of the radial basis function kernel and the polynomial kernel on the notion of the game theory and propose a novel kernel SVM algorithm with game theory for NID, called GTNID-SVM. The basic idea is to exploit the game theory in NID to get a SVM classifier with better learning ability and generalization performance. To the best of our knowledge, GTNID-SVM is the first algorithm that studies ensemble kernel function with game theory in NID. We conduct empirical studies on the DARPA dataset, and the results demonstrate that the proposed approach is feasible and more effective.

Exploring the Direction of Home Economics Education in Preparation for the Generalization of a One-Person Household (1인 가구 시대의 가정과교육 방향 탐색)

  • Park, Mi Jeong
    • Human Ecology Research
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    • v.57 no.1
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    • pp.73-89
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    • 2019
  • This study explores the social phenomenon of the universalization of one-person households through a literature analysis and text mining in order to explore a future direction for Home Economics Education(HEE) development in the one-person household era. From 2010 to 2018, texts from newspaper articles and book content of one-person households were analyzed through R program. The results of the study are as follows. In order to develop students' competency to live a happy life in the one-person household era, it is necessary to: (1) expand the preemptive and collaborative research of HEE, (2) develop and operate a curriculum to raise the living competency to live alone, (3) expand opportunities for secondary school students as well as off-campus youth, middle-aged, and elderly students, and (4) develop various HEE's elective curriculum focusing on the ability to live as one-person household. Also, (5) in order to overcome the psychological and social poverty and isolation of one-person households, HEE should strengthen the learner's ability to form relationships through self-esteem, care of others, community life, communication and conflict resolution education. In conclusion, HEE's independent living competency, relationship formation competency, and practical problem solving competency are all necessary competencies to live in one-person households. In this study, it is meaningful to suggest a future direction for HEE and to use new research methods such as word cloud techniques in the absence of HEE's previous research in relation to the increase of one-person households.

Improvement of Students' Problem Finding and Hypothesis Generating Abilities: Gifted Science Education Program Utilizing Mendel's Law (문제발견 및 가설설정 능력 신장 과학영재교육프로그램 개발: 멘델의 과학적 사고과정 적용)

  • Kim, Soon-Ok;Kim, Bong-Sun;Seo, Hae-Ae;Kim, Young-Min;Park, Jong-Seok
    • Journal of Gifted/Talented Education
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    • v.21 no.4
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    • pp.1033-1053
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    • 2011
  • In the process of establishing the principle of genetics, Mendel discovered problems based on various observations. Mendel's scientific thinking ability can be effective if this ability is embedded in gifted science education programs. The study aims to develop a science gifted education program utilizing Mendel's scientific thinking ability shown in the principles of genetics and examine students' changes in scientific thinking ability before and after the program implementation. For the program development, first, the characteristics of Mendel's scientific thinking ability in the process of establishing the principle of genetics were investigated and extracted the major elements of inquiry. Second, the science gifted education programs was developed by applying the inquiry elements from the Mendel's Law. The program was implemented with 19 students of $7^{th}$, $8^{th}$ graders who attend the science gifted education center affiliated with university during July 2011. The Mendel's scientific thinking ability was classified into induction, deduction, and integration. The elements of inquiry extracted from the Mendel's scientific thinking include making observation, puzzling observation, proposing causal questions, generating hypothesis, drawing inference, designing experiment, gathering and analyzing data, drawing conclusions, and making generalization. With applying these elements, the program was developed with four phases: $1^{st}$ - problem finding; $2^{nd}$ - hypothesis generating; $3^{rs}$ - hypothesis testing and $4^{th}$ - problem solving. After implementation, students' changes in scientific thinking ability were measured. The findings from the study are as follows: First, students' abilities of problem finding is significantly (p<.05) increased. Second, students' abilities of hypothesis generating is significantly (pp<.05) increased.

Relationship between Interpersonal Relationship Ability, Interpersonal Relationship Satisfaction, Stress and Department Satisfaction of Dental Hygiene Students (일부 치위생과 학생들의 대인관계 능력, 대인관계 만족도 및 스트레스와 학과만족도와의 관련성)

  • Choi, Mi-Hyun;Lee, Hye-Jin
    • Journal of Convergence for Information Technology
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    • v.10 no.2
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    • pp.160-166
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    • 2020
  • The purpose of this study was to identify dental hygiene students' interpersonal relationship ability, interpersonal relationship satisfaction, stress levels and to develop positive measures for adapting to university life through the investigation of their relevance to the departmental satisfaction. It was conducted by using the convenience sampling of students enrolled in the dental hygiene department and a self-reported survey. Collected data were analyzing by using SPSS Statistics version 22.0 program (p=0.05). The correlations among their interpersonal relationship ability, interpersonal relationship satisfaction, stress and department satisfaction were examined to show that interpersonal relationship ability have a positive correlation with department satisfaction, while stress has a negative correlation with the latter. Both department intelligibility and interpersonal relationship ability, as factors influencing their department satisfaction, have positive effects on department satisfaction, indicating that the factors influencing that the factors influencing dental hygiene students' department satisfaction are interpersonal relationship ability and department intelligibility. Although this study is limited to generalization by conducting research on some dental hygiene students, it is deemed necessary to develop and apply interpersonal relationship ability and department-related information programs as a way to increase department satisfaction.