• Title/Summary/Keyword: Algorithmic problem solving ability

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Design of Algorithm Thinking-Based Software Basic Education for Nonmajors (비전공자를 위한 알고리즘씽킹 기반 소프트웨어 기초교육 설계)

  • PARK, So-Hyun
    • The Journal of Industrial Distribution & Business
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    • v.10 no.11
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    • pp.71-80
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    • 2019
  • Purpose: The purpose of this study is to design the curriculum of Basic College Software Programming to develop creative and logical-thinking. This course is guided by algorithmic thinking and logical thinking that can be solved by computing for problem-solving, and it helps to develop by software through basic programming education. Through the stage of problem analysis, abstraction, algorithm, data structure, and algorithm implementation, the curriculum is designed to help learners experience algorithm problem-solving in various areas to develop diffusion thinking. For Learners aim to achieve the balanced development of divergent and convergent-thinking needed in their creative problem-solving skills. Research design, data and methodology: This study is to design a basic software education for improving algorithm-thinking for non-major. The curriculum designed in this paper is necessary to non-majors students who have completed the 'Creative Thinking and Coding Course' Design Thinking based are targeted. For this, contents were extracted through advanced research analysis at home and abroad, and experts in computer education, computer engineering, SW education, and education were surveyed in the form of quasi-openness. Results: In this study, based on ADD Thinking's algorithm thinking, we divided the unit college majors into five groups so that students of each major could accomplish the goal of "the ability to internalize their own ideas into computing," and extracted and designed different content areas, content elements and sub-components from each group. Through three expert surveys, we established a strategy for characterization by demand analysis and major/textbook category and verified the appropriateness of the design direction to ensure that the subjects and contents of the curriculum are appropriate for each family in order to improve algorithm-thinking. Conclusions: This study helps develop software by enhancing the ability of students who practice various subjects and exercises to explore creative expressions in various areas, such as 'how to think like a computer' that can implement and execute their ideas in computing. And it helps increase the ability to think logical and algorithmic computing based on creative solutions, improving problem-solving ability based on computing thinking and fundamental understanding of computer coding and development of logical thinking ability through programming.

The Effects of Problem Solving Strategy and Paired Think-Aloud Problem Solving on High School Students' Chemistry Problem Solving (문제 해결 전략과 해결자.청취자 활동이 고등학생의 화학 문제 해결에 미치는 효과)

  • Jeon, Kyung-Moon;Noh, Tae-Hee
    • Journal of The Korean Association For Science Education
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    • v.21 no.2
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    • pp.289-298
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    • 2001
  • The effect of the instructional approach that asked students to check their problem-solving processes through a paired think-aloud problem solving after presenting molecular-level pictures and a four stage-problem solving strategy was investigated. Four high school classes (N = 191) were randomly assigned to St group (using Strategy individually), SL group (Solver Listener), St-SL group (using Strategy-Solver Listener), and control group. Although the test scores of the St-SL group on strategy performing ability were significantly higher than those of the control group, there was not significant difference for the scores in the multiple-choice algorithmic problems. Regarding the subcategories of strategy performing ability test, students' ability of understanding given of problems and deriving the proper physical quantity was improved, but their ability of setting up subgoals and reviewing their solving process was very low. The preference to the strategy of the St-SL group was more positive than that of the St group.

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The Influences of Computer-Assisted Instruction Emphasizing the Particulate Nature of Matter and Problem-Solving Strategy on High School Students' Learning in Chemistry (물질의 입자성과 문제 해결 전략을 강조한 컴퓨터 보조 수업이 고등학생들의 화학 학습에 미치는 효과)

  • Noh, Tae-Hee;Kim, Chang-Min;Cha, Jeong-Ho;Jeon, Kyung-Moon
    • Journal of The Korean Association For Science Education
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    • v.18 no.3
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    • pp.337-345
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    • 1998
  • This study examined the influences of computer-assisted instruction(CAl) upon high school students' conceptual understanding, algorithmic problem solving ability, learning motivation, and attitudes toward chemistry instruction. CAl programs were designed to supply animated molecular motions for emphasizing the particulate dynamic nature of matter and immediate feedbacks according to students' response types at each stage of four stage problem-solving strategy(understanding, planning, solving, and reviewing). The CAl and control groups (2 classes) were selected from a girls high school in Seoul, and taught about gas law for four class hours. Data analysis indicated that the students at the CAl group scored significantly higher than those at the control group in the tests on conceptual understanding and algorithmic problem solving ability. In addition, the students at the CAl group performed significantly better in the tests on the learning motivation and attitudes toward chemistry instruction.

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An Analysis on the Elementary Preservice Teachers' Problem Solving Process in Intuitive Stages (직관적 수준에서 초등 예비교사들의 문제해결 과정 분석)

  • Lee, Dae Hyun
    • School Mathematics
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    • v.16 no.4
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    • pp.691-708
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    • 2014
  • In general, the intuitive knowledge that can use in mathematics problem solving is one of the important knowledge to teachers as well as students. So, this study is aimed to analyze the elementary preservice teachers' intuitive knowledge in relation to intuitive and counter-intuitive problem solving. For this, I performed survey to use questionnaire consisting of problems that can solve in intuitive methods and cause the errors by counter-intuitive methods. 161 preservice teachers participated in this study. I got the conclusion as follows. preservice teachers' intuitive problem solving ability is very low. I special, many preservice teachers preferred algorithmic problem solving to intuitive problem solving. So, it's needed to try to improve preservice teachers' problem solving ability via ensuring both the quality and quantity of problem solving education during preservice training courses. Many preservice teachers showed errors with incomplete knowledges or intuitive judges in counter-intuitive problem solving process. For improving preservice teachers' intuitive problem solving ability, we have to develop the teacher education curriculum and materials for preservice teachers to go through intuitive mathematical problem solving. Add to this, we will strive to improve preservice teachers' interest about mathematics itself and value of mathematics.

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An Analysis on the Mathematical Problem Solving via Intuitive Thinking of the Korean and American 6th Grade Students (한국과 미국 6학년 학생들의 직관적 사고에 의한 수학 문제해결 분석)

  • Lee, Dae Hyun
    • The Mathematical Education
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    • v.55 no.1
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    • pp.21-39
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    • 2016
  • This research examined the Korean and American $6^{th}$ grade students' mathematical problem solving ability and methods via an intuitive thinking. For this, the survey research was used. The researcher developed the questionnaire which consists of problems with intuitive and algorithmic problem solving in number and operation, figure and measurement areas. 57 Korean $6^{th}$ grade students and 60 American $6^{th}$ grade students participated. The result of the analysis showed that Korean students revealed a higher percentage than American students in correct answers. But it was higher in the rate of Korean students attempted to use the algorithm. Two countries' students revealed higher rates in that they tried to solve the problems using intuitive thinking in geometry and measurement areas. Students in both countries showed the lower percentages of correct answer in problem solving to identify the impact of counterintuitive thinking. They were affected by potential infinity concept and the character of intuition in the problem solving process regardless of the educational environments and cultures.

The Relationships Among Achievements in Algorithmic Problems, Achievements in Figure-Formatted and Textual-Formatted Conceptual Problems, and Cognitive Variables (수리 문제,그림 및 문장으로 제시된 개념 문제의 생취도 및 인지변인들 사이의 관계)

  • Noh, Tae-Hee;Lim, Hee-Jun
    • Journal of The Korean Association For Science Education
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    • v.16 no.3
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    • pp.278-285
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    • 1996
  • High school students' achievements in algorithmic problems, and figure-formatted and textual-formatted conceptual problems concerning stoichiometry, gaseous state, and solution, were measured by the Chemistry Problem Solving Ability Test. The relationships among the achievement scores in the three types of problems and cognitive variables such as logical thinking ability, mental capacity, and field dependence/field independence were examined. The portion of variance of explanation for each achievement score was also studied by a multiple regression analysis. The results showed that logical thinking ability was significantly correlated with the achievement score in the algorithmic problems, and accounted for the significant portion of the variance of the score. Mental capacity accounted for the significant portion of the variance of the score in the figure-formatted conceptual problems. Although field dependence/field independence was significantly correlated with all the achievement scores, it did not significantly account for any scores in multiple regression analyses. However, the magnitudes of correlation coefficients among the achievement scores were higher than those between the achievement scores and cognitive variables. The best predictor for each score was also found to be one of the other achievement scores. Educational implications are discussed.

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A Study on the Level of Algorithmic Thinking of Students in Elementary and Secondary Schools (초중등 학습자의 알고리즘적 사고 수준 측정 연구)

  • Shim, Jaekwoun
    • Journal of Creative Information Culture
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    • v.5 no.3
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    • pp.237-243
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    • 2019
  • The ability of problem-solving, communicating, and collaborating with computing technology is considered as core competencies for future society. In order to improve those competences, the algorithm and programming ability was set as the important goal of the Information curriculum of Korea. Algorithmic thinking is a key component of computing thinking, and it is known to play a very important role in designing and programming algorithms. It is used to set goals of Information curriculum and to measure student achievement. Therefore, in this study, developed a test to measure algorithmic thinking of students in elementary, middle and high schools, and applied the test to measure the levels of algorithmic thinking. As a result of the analysis, the higher the school level, the better the algorithmic thinking. And no difference was found between genders. This study is expected to provide a guide for constructing measures or setting the difficulty level for algorithmic thinking.

A Study on the Effect of EPL on Programing, Computing Thinking and Problem Solving Ability of Programing Education (EPL이 프로그래밍 교육의 프로그래밍, 컴퓨팅사고력 및 문제해결력에 미치는 영향에 관한 연구)

  • Yoon, Sunhee
    • The Journal of the Convergence on Culture Technology
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    • v.4 no.4
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    • pp.287-294
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    • 2018
  • In this paper, it is practically difficult to obtain programming language education without having an algorithmic thinking ability, computing thinking ability, and problem solving ability of students with relatively low basic education. The results showed that students who took program language education in parallel with the EPL(Educational Programing Language), Scratch, compared to without using Scratch found to be helpful in improving their programming amd computing thinking ability, and problem-solving abilities as well as their satisfaction. This not only gave students confidence in their hard-thinking programming practices, but also helped prevent them from falling out of the middle.

A Study of Algorithmic Thinking-Based Problems for Development of Problem Solving Ability (문제 해결 능력 향상을 위한 알고리즘적 사고 문제에 관한 연구)

  • Kim, Il-Man;Hur, Kyeong
    • 한국정보교육학회:학술대회논문집
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    • 2010.01a
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    • pp.319-325
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    • 2010
  • 현재의 컴퓨터 교육은 정보화 사회에 필수적으로 필요한 문제해결능력을 키우기 위해 정보교과의 대부분을 차지하던 소프트웨어 활용 중심의 내용을 대폭 축소하고 컴퓨터 과학의 원리에 대한 교육을 강화되고 있다. 이러한 문제해결력을 키우기 위하여 개정된 ICT 운영지침의 컴퓨터 과학 원리에 대한 교육 내용 분석을 통한 알고리즘적 사고 문제 모델을 초등 수학과에 접목시켜 다양한 학습 문제해결 실습을 통하여 알고리즘적 사고 신장의 적합성을 검증 하고자 한다.

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The Effect of Anchored Instruction on Elementary School Students' Problem-solving in Algorithm Learning (앵커드 수업을 통한 알고리즘 학습이 초등학생의 문제해결력에 미치는 영향)

  • Choi, Seo-Kyung;Kim, Yung-Sik
    • The Journal of Korean Association of Computer Education
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    • v.15 no.3
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    • pp.1-10
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    • 2012
  • The flow of computer education in modern knowledge and information society contains the computer science courses to cultivate the higher-level thinking abilities such as logical thinking skills, creativity, and problem-solving ability of learners. The purpose of this study is to recognize the need to promote the algorithmic thinking power to improve the problem solving ability of learners, to design the algorithm class based on the anchored instruction strategy for elementary school students and to verify the effectiveness. Anchored instruction model and cases are added to the class. Elementary school students were subjects and divided into a control group in which the traditional algorithm teaching method was conducted and an experimental group in which algorithm class was conducted applying anchored instruction. As results, an experimental group has shown improvements on problem solving compared to a control group.

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