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A Comparative Study on Feature Combination for MathML Formula Classification (MathML 수식 분류를 위한 자질 조합 비교 연구)

  • Kim, Shin-Il;Yang, Seon;Ko, Young-Joong
    • Annual Conference on Human and Language Technology
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    • 2010.10a
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    • pp.37-41
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    • 2010
  • 본 논문에서는 Mathematical Markup Language(MathML) 형식으로 작성된 수학식 분류를 위해 필요한 자질과 성능 향상에 기여하는 자질 조합을 비교 평가한다. 이것은 MathML 형식의 수학식을 분석하기 위한 전처리 작업으로, 연산자의 모호성을 해소하기 위한 가장 기본적인 단계에 해당한다고 볼 수 있다. 실험에 사용되는 기본자질(Baseline)은 MathML 태그 정보와 연산자이고, 여기에 다른 자질들을 추가하며 가장 높은 분류 성능을 가지는 자질을 찾는 방식으로 진행하였다. 학습은 지지벡터기기(Support Vector Machine: SVM)를 사용하였고 분류하고자 하는 단원은 '수학의 정석' 책을 토대로 총 12개(집합, 명제, 미분, 적분 등)로 나누었다. 실험을 통해 MathML 문서 안에서 가장 유용한 자질이 '식별자&연산자 바이그램'인 것을 알 수 있었고, 여러 가지 자질들을 조합하여 수학식을 분류한 결과 92.5%의 성능으로 분류하는 것을 확인할 수 있었다.

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RINGS WHOSE ELEMENTS ARE SUMS OF FOUR COMMUTING IDEMPOTENTS

  • Danchev, Peter Vassilev
    • Honam Mathematical Journal
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    • v.41 no.2
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    • pp.321-328
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    • 2019
  • We completely characterize the isomorphic class of those associative unitary rings whose elements are sums of four commuting idempotents. Our main theorem enlarges results due to Hirano-Tominaga (Bull. Austral. Math. Soc., 1988), Tang et al. (Lin. & Multilin. Algebra, 2019), Ying et al. (Can. Math. Bull., 2016) as well as results due to the author in (Alban. J. Math., 2018), (Gulf J. Math., 2018), (Bull. Iran. Math. Soc., 2018) and (Boll. Un. Mat. Ital., 2019).

Math-Club을 이용한 대학수학 학습

  • Kim, Byeong-Mu
    • Communications of Mathematical Education
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    • v.10
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    • pp.271-282
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    • 2000
  • 수학과가 없는 대학에서 대학수학을 가르치는데 여러 가지 어려운 점들을 Math-Club을 이용하여 해결하고, 또한 그들을 활용하여 수학에 대한 관심을 고조시키며 수학에 자신감을 상실한 학생들을 지도하도록 한다. 그리고 Math-Club은 수학 학습 이외의 대학생활과 앞으로 사회에 진출하여 활동하는데 유익한 정보를 제공하며, 더불어 사는 사회의 구성원으로서 Math-Club이 좋은 배경과 힘이 됨을 알게 한다.

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The Relationship between Mathematically Gifted Elementary Students' Math Creative Problem Solving Ability and Metacognition (초등수학영재의 수학 창의적 문제해결력과 메타인지와의 관계)

  • Shin, Seung Yoon;Ryu, Sung Rim
    • Education of Primary School Mathematics
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    • v.17 no.2
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    • pp.95-111
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    • 2014
  • The purpose of this study is to determine the relationship between metacognition and math creative problem solving ability. Specific research questions set up according to the purpose of this study are as follows. First, what relation does metacognition has with creative math problem-solving ability of mathematically gifted elementary students? Second, how does each component of metacognition (i.e. metacognitive knowledge, metacognitive regulation, metacognitive experiences) influences the math creative problem solving ability of mathematically gifted elementary students? The present study was conducted with a total of 80 fifth grade mathematically gifted elementary students. For assessment tools, the study used the Math Creative Problem Solving Ability Test and the Metacognition Test. Analyses of collected data involved descriptive statistics, computation of Pearson's product moment correlation coefficient, and multiple regression analysis by using the SPSS Statistics 20. The findings from the study were as follows. First, a great deal of variability between individuals was found in math creative problem solving ability and metacognition even within the group of mathematically gifted elementary students. Second, significant correlation was found between math creative problem solving ability and metacognition. Third, according to multiple regression analysis of math creative problem solving ability by component of metacognition, it was found that metacognitive knowledge is the metacognitive component that relatively has the greatest effect on overall math creative problem-solving ability. Fourth, results indicated that metacognitive knowledge has the greatest effect on fluency and originality among subelements of math creative problem solving ability, while metacognitive regulation has the greatest effect on flexibility. It was found that metacognitive experiences relatively has little effect on math creative problem solving ability. This findings suggests the possibility of metacognitive approach in math gifted curricula and programs for cultivating mathematically gifted students' math creative problem-solving ability.

Math Creative Problem Solving Ability Test for Identification of the Mathematically Gifted Middle School Students (중학교 수학 영재 판별을 위한 수학 창의적 문제해결력 검사 개발)

  • Cho, Seok-Hee;Hwang, Dong-Jou
    • Journal of Gifted/Talented Education
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    • v.17 no.1
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    • pp.1-26
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    • 2007
  • The purpose of this study was to develop a math test for identification of the mathematically gifted on the basis of their math creative problem solving ability and to evaluate the goodness of the test. Especially, testing reliability and validity of scoring method on the basis of fluency only for evaluation of math creative problem solving ability was one of the main purposes. Ten closed math problems and 5 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 closed math test items of Type I and the 5 open math test items of Type II were administered to 1,032 Grade 7 students who were recommended by their teachers as candidates for gifted education programs. Students' responses were scored by math teachers. Their responses were analyzed by BIGSTEPS and 1 parameter model of item analyses technique. The item analyses revealed that the problems were good in reliability, validity, item difficulty and item discriminating power even when creativity was scored based on 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 creative problem solving ability of the candidates for math gifted education programs. In addition, it was found that the math creative problem solving tests discriminated applicants for the two different gifted educational institutions.

A Study on Phased Reading Techniques of Mathematical Expression in the Digital Talking Book (디지털 음성 도서에서 MathML 수식의 수준별 독음 변환 기법)

  • Hwang, Jungsoo;Lim, Soon-Bum
    • Journal of Korea Multimedia Society
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    • v.17 no.8
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    • pp.1025-1032
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    • 2014
  • Until now, there were few supports on reading the mathematical expressions except text based expressions, so it is important to provide the reading of the mathematical expressions. Also, there are various of obstacles for people who are not visually impaired when reading the mathematical expressions such as the situation of presbyopia, reading the mathematical expressions in the vehicles, and so on. Therefore, supports for people to read mathematical expressions in various situations are needed. In the previous research, the main goal was to transform the mathematical expressions into Korean text based on Content MathML. In this paper, we expanded the range of the research from a reading disabilities to people who are not reading disabilities. We tested appropriacy of the rules we made to convert the MathML based expressions into speech and defined 3 math-to-speech rules in korean based on levels. We implemented the mathematical expressions by using 3 math-to-speech rules. We took comprehension test to find out whether our math to speech rules are well-defined or not.

Categorization of Middle school students' Math Learning Style Preferences and Comparison of Academic Characteristics (중학생의 수학학습양식 선호유형의 범주화와 학습 특성 비교)

  • Paik, Hee Su
    • School Mathematics
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    • v.15 no.1
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    • pp.15-35
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    • 2013
  • The purpose of the research is to categorize math learners into pattern through those tools that distinguish math learning style for middle school students. On the ground of survey for 976 middle school students, the fact that there are 16 different math learning style at the result of cluster analysis is confirmed and the results are compared and analyzed previous research. Also according to the each constituent of math learning style, dissimilarity of distribution about learner of different sexes and grades are analyzed. It's helpful to understanding the whole characteristics of learners regarding math learning to figure out their cognitive and affective learning styles through the tools to distinguish their math learning styles.

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The effects of step learning according to level mainly performed at math room on the growth of problem-solving ability (수학실 중심의 수준별 단계학습이 문제해결력에 미치는 영향)

  • 박기석;신숙철
    • Journal of the Korean School Mathematics Society
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    • v.2 no.1
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    • pp.79-91
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    • 1999
  • The aim of this study focused on student-centered learning not teacher-centered teaching in middle school math classes. This study was performed to check the growth of students' problem-solving abilities, learning attitudes and changes in learning motivation among affective characteristics. The results of this study is as followings: 1) The controlled group a heterogeneous group which had classes in a math room, had more meaningful growth than the uncontrolled group. The results of the study show that the problem-solving abilities of the high-leveled group were better than those of the low-leveled group. 2) The controlled group has shown meaningful difference in their mean in learning aptitude test and attitude test converted their score into 100 points than uncontrolled group, and various kinds of learning materials suitable for problem solving are proved as a good learning factor to induce students' motivation and interest. 3) Students prefer to have classes in a math room to the small-sized and large-numbered classrooms. The atmosphere in a math room is more suitable to improving their problem-solving abilities. In this context, the classes performed in a math room are fairly positive. Consequently, students' leveled learning activities performed in a math room can get their learning motivation and attention from those who are lack of interest and think math is difficult and be effective to increase their problem-solving abilities as a learning method for acquiring the whole course of solving the problems.

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An Analytic Study of Beliefs in Mathematics and Mathematics Education (예비 중등수학교사의 수학 및 수학교육에 관련한 신념 분석연구)

  • Kang, Ok-Ki;Han, Shin-Il
    • Journal of Educational Research in Mathematics
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    • v.17 no.4
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    • pp.381-393
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    • 2007
  • The study focuses on what to consider and do for the improvement of math education of Korean Universities by comparing freshmen and seniors of department of math education in their beliefs in mathematics and math. education. The major comparing topics in the beliefs are composed of perception of mathematics as a science, learning methods of mathematics, teaching methods of mathematics, and roles and qualifications of math. teachers. The results of the study show that junior students tend to be more positive in their beliefs, especially in math education area than that of mathematics, compared to the freshmen. It implies that how important the role of topics covered in math education during college years is for changing the future teachers' beliefs in math and math education more positively. The supposed influencing contents of the curriculum of math. education are composed of learning reflection method based on problem-based learning, understanding mathematics as originated from the real world, mathematical pedagogy, text analysis, practice in classroom, and understanding various concepts in math. education area.

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