• Title/Summary/Keyword: 학생질문분석

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Development and Application of Student's Pre-question Framework for Analysisin Elementary Science Class (초등학교 과학수업에서 학생의 사전질문 분석틀 개발 및 적용)

  • Kang, Hountae;Noh, Sukgoo
    • Journal of The Korean Association For Science Education
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    • v.38 no.2
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    • pp.235-247
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    • 2018
  • The student's pre-questions (pre-class questions related to the learning contents) not only provide the teacher a gauge of the interest and level of the student, but also provide a useful means of providing clues to proceed with the teaching-learning process. The purpose of this study is to develop an analytical framework for effectively analyzing students' pre-questions and to analyze students' pre-questions related to elementary science learning unit of the 2009 revised curriculum by applying this framework. The developed framework is composed of three major categories: knowledge type, extended type, and curious type, each of which is then subdivided into several sub-categories. Using the developed analysis framework, 914 pre-questions from the students presented in the $5^{th}$ and $6^{th}$ grades of elementary science in the 2009 revised curriculum were analyzed, and the types of questions distributed by grade. The percentage of questions by type was also different. Based on the results of this study, students' needs for learning can be grasped through the pre-questions analysis framework and reflected in the teaching-learning process, and student-centered learning contents and methods could be presented. It is expected to make a meaningful contribution to the analysis framework.

A School-tailored High School Integrated Science Q&A Chatbot with Sentence-BERT: Development and One-Year Usage Analysis (인공지능 문장 분류 모델 Sentence-BERT 기반 학교 맞춤형 고등학교 통합과학 질문-답변 챗봇 -개발 및 1년간 사용 분석-)

  • Gyeongmo Min;Junehee Yoo
    • Journal of The Korean Association For Science Education
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    • v.44 no.3
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    • pp.231-248
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    • 2024
  • This study developed a chatbot for first-year high school students, employing open-source software and the Korean Sentence-BERT model for AI-powered document classification. The chatbot utilizes the Sentence-BERT model to find the six most similar Q&A pairs to a student's query and presents them in a carousel format. The initial dataset, built from online resources, was refined and expanded based on student feedback and usability throughout over the operational period. By the end of the 2023 academic year, the chatbot integrated a total of 30,819 datasets and recorded 3,457 student interactions. Analysis revealed students' inclination to use the chatbot when prompted by teachers during classes and primarily during self-study sessions after school, with an average of 2.1 to 2.2 inquiries per session, mostly via mobile phones. Text mining identified student input terms encompassing not only science-related queries but also aspects of school life such as assessment scope. Topic modeling using BERTopic, based on Sentence-BERT, categorized 88% of student questions into 35 topics, shedding light on common student interests. A year-end survey confirmed the efficacy of the carousel format and the chatbot's role in addressing curiosities beyond integrated science learning objectives. This study underscores the importance of developing chatbots tailored for student use in public education and highlights their educational potential through long-term usage analysis.

Analysis of Students' and Teachers' Questions Posted on Chemistry Q&A Board in a Chemistry Education Homepage (화학교육 홈페이지의 화학 Q&A 게시판에 등록된 학생과 교사 질문 분석)

  • Han, Jae-Young;Ji, Youn-Jung;Lee, Jae-Youn
    • Journal of the Korean Chemical Society
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    • v.56 no.1
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    • pp.137-143
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    • 2012
  • This study analyzed the questions posted on the chemistry Q&A board by students and teachers in a chemistry education homepage, in order to understand the difficulties in learning and teaching chemistry. The different tendencies were found in the contents and the motivations of questions by students and teachers. In Chemistry I, students raised many questions in the 'Water' unit, while teachers raised many ones in the 'Chemical compound in our life' unit. In Chemistry II, students asked many questions in the 'Gas, liquid, solid' unit, while teachers did in 'Chemical reaction and energy' unit. Students' motivations of questioning were 'Explanation of unclear concept', and 'Problem solving', while teachers' motivations were 'Searching information', and 'Question in experiment'. The Q&A board provided a field in exchanging informations needed in learning and teaching chemistry. Educational implications were discussed on the use of Q&A board in chemistry education.

The Effects of Science Question Enhancement Instruction on the Science Question Level and Achievement of Middle School Students (질문 강화 수업이 중학생들의 질문 수준과 학업 성취도에 미치는 영향)

  • Chung, Young-Lan;Bae, Jae-Hee
    • Journal of The Korean Association For Science Education
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    • v.22 no.4
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    • pp.872-881
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    • 2002
  • Student questioning is included in the priority of science literacy, to enable students to solve problems by exploring questions, communicating and constructing knowledge(AAAS, 1989). Also, the essence of student questioning in science lies in its function as a link between thinking and learning. But educators did not pay much attention to students' questioning in Korea. The purpose of this study was to investigate the effects of science question enhancement instruction on students' science questioning level and achievement. Also, this study showed the effects of other variables(logical thinking, science achievement, interest, and gender) on students' science questioning level. The pretest-posttest control group design group design was used. The sample was consisted of 80 second grade middle school students in experimental group(Science question enhancement instruction) and 74 students in control group(Traditional learning). Students in both groups were received identical content instruction on the unit 'Structures and functions of plant'. These groups were treated for 15 hours during 6 weeks. Students' questions were rated using the four levels described by the Middle School Students' Science Question Rating Scale(r= .96,)(Cuccio-Schirripa & Steinner, 2000). Science achievement data were collected using a 17 item multiple choice test(Cronbach ${\alpha}$= .84). To investigate students' logical thinking ability, a abridged GALT(Cronbach ${\alpha}$= .69) was used. Five-way ANOVA, ANCOVA, and multiple regression analysis were used to analyze the results. The results indicated that students who received instruction on researchable questioning outperformed those students who were not instructed on high-order questioning(p< .01). Results of correlations indicated that instruction(r= .640), science achievement(r= .311) and logical thinking ability(r= .212) was significantly and positively related with students' questioning level. But, interest and gender did not show any significant correlation with students' questioning level. Science question enhancement instruction was more effective on science achievement than the traditional instruction(p< .01).

An Analysis of Interaction Types in Home Economics Pre-service Teacher's Instruction Using Advanced Flanders Verbal Interaction Analysis Method (Flanders의 언어 상호작용 분석법을 활용한 가정과 예비교사의 수업 분석)

  • Yang, Ji Sun
    • Journal of Korean Home Economics Education Association
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    • v.31 no.1
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    • pp.39-58
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    • 2019
  • The purpose of this study was to investigate the home economics pre-service teachers' verbal interactions during their teaching practicum. For this purpose, the class interactions of four pre-service teachers were recorded, and the data were analyzed using advanced Flanders' verbal interaction analysis. The major findings are as follows: First, the item with the highest proportion of occurrences consisted of the pre-service teachers' 'lectures', 'nonverbal conditions' and 'asks questions'. 'forms a positive learning atmosphere' and 'praises or encourages' exhibited fewer occurrences, and there was little 'giving direction', 'criticizing students or justifying authority'. Second, the instances of class interactions appeared in the form of 'asks questions-student talk response' or 'lecture-asks questions', and in the last class were 'ask questions-student talk initiation' and 'accepts or uses ideas of students'. Third, trends of verbal interactions tend to be generally indirect, and students' remarks have appeared acceptable and compassionate. Fourth, according to expert analysis, 'class management questions' and 'diffusion questions' have increased. Pre-service teachers can guide students through their learning activities, and students can expand their thinking through the teachers' questions. As these results demonstrate, self-study analyses of pre-service teachers and active support in field are needed.

A Study on Students' Questioning Activity in Science Classes (II) - Analysis of the Patterns of Students' Questions - (과학 수업에서의 학생 질문에 대한 연구(II) - 학생 질문의 유형별 분석 -)

  • Kim, Sung-Geun;Yeo, Sang-Ihn;Woo, Kyu-Whan
    • Journal of The Korean Association For Science Education
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    • v.19 no.4
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    • pp.560-569
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    • 1999
  • This study was conducted with two science classes of the 8th grade students in Seoul during 4 weeks. The numbers of students in the classes were 37 and 38, and they were taught for 12 class hours. Questions obtained for 12 class hours from 75 students were analyzed and grouped into patterns. All together 1.108 questions from the students were classified into six categories: 'No Connection' (7%). 'Contradiction' (3%), 'Recall' (23%), 'Reframe' (40%), 'Application' (18%), and 'Extension' (9%). Irrelevant questions to learning and questions of false proposition were classified into 'No Connection' and 'Contradiction', respectively. Questions repeating what were already explained were grouped into 'Recall'. Those requiring other examples and/or additional explanations were grouped into 'Reframe'. Those requiring practical applications and/or explanations for other concrete facts were grouped into 'Application'. Finally. Questions for higher and/or other concepts were grouped into 'Extension'. We also discussed educational implications of the above categorized questions in this study.

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Analysis of Elementary and Middle School Students' Perceptions of Frequency and Type Relating to Question in Science Class Context (과학 수업 상황에 따른 질문의 유형과 빈도에 대한 초·중학생의 인식 분석)

  • Lee, Yun-Kyeung;Lee, Tae-sang;Lim, Soo-Min;Kim, Youngshin
    • Journal of Science Education
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    • v.39 no.1
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    • pp.58-79
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    • 2015
  • This study is to analyze the 2289 students questionnaires from 3rd to 9th grade students in order to analyze the students' perceptions change aspect by their grade about the frequency and type of students' question during various science class context. After the class contexts proposed in the questionnaire subcategorize into 19 subitems about 4 areas of class content, class pattern, class material and class process, this study examined the frequency and type of students' question during a science class by each item. The results of this study were as follows. First, the type of students' question was that the most frequent was understanding question and the second was memory question and these both types were half frequency. There was no special tendency related the change of students' question type by school year. Second, the frequency of 4th grade students' question was the highest among other school year students and the frequency of students' question was lowered by the higher school year. The change of students' question by school year was the biggest between 3rd and 4th grade. The class strategies for improving the class effect reflect that the various and active students' question by class context and school year stimulates students' thinking and also builds up the active class environment.

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The Role of Cognitive Strategic Questioning in the Changes of Students' Conceptions about Heat and Temperature (학생의 열과 온도 개념 변화에 있어서 인지 방략적 질문의 역할)

  • Kim, Jin-Man;Pak, Sung-Jae
    • Journal of The Korean Association For Science Education
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    • v.15 no.3
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    • pp.363-370
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    • 1995
  • 학생의 물리 개념 변화가 어려운 이유들 중의 하나는 학습자가 자신의 상태를 명확히 인식하지 못함으로써 자신이나 타인으로부터 되먹임을 받을 수 없다는 것이다. 본 논문은 학생이 자신의 학습 내용 이해 상태 또는 개념적 상태를 명확히 파악하여 드러내도록 하는 인지 방략적 질문 모형을 구안하고 이것이 고등 학생의 열과 온도의 개념 변화에 있어서 어떠한 역할을 할 수 있는가를 분석한 것이다. 이를 위하여 일반계 고등 학교 2학년 152명을 하나의 통제집단과 두 개의 실험집단으로 구성하였다.학생의 개념 변화를 ANOVA 분석한 결과 세 집단은 모두 수업 처치 전과 후에 유의 수준 0.05 이내에서 의미 있는 차이가 있는 것으로 나타났으나 세 집단들 사이에도 유의한 차이가 있었다. 그러므로 학생이 지필로써 인지 방략적 질문 활동을 한 처치 수업은 전통적인 수업보다 열과 온도에 관한 학생의 개념 변화에 더욱 효과적인 것으로 나타났다.

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Characteristics of 8th Grade Students' Conclusions Presented in Self-Directed Scientific Inquiry Reports (8학년 학생들의 자기주도적 과학탐구 보고서에 제시된 결론의 특징)

  • Shin, Mi-Young;Choe, Seung-Urn
    • Journal of the Korean earth science society
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    • v.30 no.6
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    • pp.759-772
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    • 2009
  • The purpose of this study was to understand characteristics of eighth graders' conclusions presented in their self-directed scientific inquiry reports. We developed a framework, Analysis of Conclusions of Self-Directed Scientific Inquiry, to analyze students' conclusions. We then compared the conclusions with the inquiry questions students generated to find out whether the questions affected students' conclusions. In addition, we analyzed students' responses from the survey about their perceptions of drawing conclusions. According to the results, the conclusions were characterized into two categories, i.e., scientific basic assumption and scientific explanation. Almost half of the students' conclusions fall under the scientific basic assumptions. Most of the scientific explanations were deductive explanations and inductive explanations. Then, the kinds of conclusions were affected by the inquiry questions because the scientific explanations were made more than the scientific basic assumptions in answering the inquiry questions. Some students couldn't recognize differences between conclusions and experiment results.

The Effects of Authentic Open Inquiry on Cognitive Reasoning through an Analysis of Types of Student-generated Questions (학생들이 제시한 질문의 유형 분석을 통한 개방적 참탐구 활동의 인지적 추론 측면의 효과)

  • Kim, Mi-Kyung;Kim, Heui-Bafk
    • Journal of The Korean Association For Science Education
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    • v.27 no.9
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    • pp.930-943
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    • 2007
  • The purpose of this study was to investigate if students may actually experience scientific reasoning based on an epistemology of authentic science during authentic open inquiry. The samples were 86 10th graders in a science-high school in Seoul. The experimental group practiced authentic open inquiry and the control group practiced traditional school science inquiry in five weeks. Then, the questions students asked while performing inquiry tasks were analyzed. The frequency of the questions asked by students was almost same between two groups, however, the types of questions were different. The frequency of thinking questions in experimental group was higher than the control, and the difference was statistically significant (P<.01). Particularly, the frequency of expansive thinking questions and anomaly detection questions was much higher in experimental than the control group. Judging from the result, with the students from the experimental group asking questions reflecting on the epistemology of authentic science such as scientific methods, anomalous data, and uncertainty about reasoning, students may understand authentic science features during the activities of open authentic inquiry. The result from comparing questions according to the inquiry subject showed that more openness caused the higher frequency of anomaly detection questions and strategy questions, but that inductive thinking questions and analogical thinking questions were connected to inquiry subject rather than the openness of the inquiry.