언어네트워크분석을 이용한 수학과 교육과정의 핵심역량 발현 연구
A Study on the Expression of Core Competencies in the Mathematics Curriculum Using Semantic Network Analysis
0
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
This study dealt with the core competencies and the relationship between these core competencies that are important in the math curriculum after the 7th mathematics curriculum through text mining analysis as semantic network analysis. As a result of the analysis focusing on the 2015 revised mathematics curriculum, 4 core competency keywords and 6 keywords with high frequency were combined to compare the difference in frequency and the relationship in mathematics curriculum after the 7th mathematics curriculum. In particular, the analysis was conducted focusing on the keywords of problem-solving, which showed a high frequency in the four mathematics curriculum, and focusing on the status of problem-solving in each curriculum and the relationship between problem-solving. Compared with other curriculum, it was found that the relationship between ‘problem solving’ and ‘evaluation’ was much more complicated in the 2015 revised mathematics curriculum. It can be seen that the importance of evaluation as well as the importance of 'problem-solving' as a subject matter and key term is gradually recognized as important. These results suggest that continuous research and development is needed not only for ‘problem solving’ but also for ‘evaluation’ in the future curriculum composition and school field.
Abstract
This study dealt with the core competencies and the relationship between these core competencies that are important in the math curriculum after the 7th mathematics curriculum through text mining analysis as semantic network analysis. As a result of the analysis focusing on the 2015 revised mathematics curriculum, 4 core competency keywords and 6 keywords with high frequency were combined to compare the difference in frequency and the relationship in mathematics curriculum after the 7th mathematics curriculum. In particular, the analysis was conducted focusing on the keywords of problem-solving, which showed a high frequency in the four mathematics curriculum, and focusing on the status of problem-solving in each curriculum and the relationship between problem-solving. Compared with other curriculum, it was found that the relationship between ‘problem solving’ and ‘evaluation’ was much more complicated in the 2015 revised mathematics curriculum. It can be seen that the importance of evaluation as well as the importance of 'problem-solving' as a subject matter and key term is gradually recognized as important. These results suggest that continuous research and development is needed not only for ‘problem solving’ but also for ‘evaluation’ in the future curriculum composition and school field.
참고문헌 (28)
- Barnett, G. A., "Readings in Galileo System : Theory, Methods and Applications" (1988), Kendall Hunt
- Chang, I. C., "Applying text mining, clustering analysis, and latent dirichlet allocation techniques for topic classification of environmentale ducation journals", Sustainability, 13, pp.10856~ (2021)
- 조재인, "네트워크 텍스트 분석을 통한 문헌정보학 최근 연구 경향 분석", 정보관리학회지, 28(4), pp.65~83 (2011), 한국정보관리학회[DOI]
- Han, K. J., "The meaning and research agenda in network analysis as social science methodology-based on semantic network analysis", Journal of the KoreanA ssociation for the Social Studies Education, 10, pp.219~235 (2003)
- Husari, G., "Using entropy and mutual information to extract threat actions from cyber threat intelligence", 2018 IEEE International Conefrence on Intelligence and Security Informatics, pp.1~6 (2018)
- Hwang, H. J., "Mathematics Pedagogy Theology 2" (2019), Muneumsa
- Kadhim, A. I., "Text document preprocessing and dimension reduction techniques for text document clustering", 2014 4th International Conference on Artificial Intelligence with Applications in Engineering and Technology, pp.69~73 (2014)
- 김선아, "텍스트마이닝 기법을 활용한 다문화 미술교육 연구 동향 분석 연구", 다문화교육연구, 9(2), pp.203~227 (2016), 한국다문화교육학회[DOI]
- 김선희, "언어 네트워크 분석법을 이용한 최근 수학교육 연구 동향 탐색 -2017년 국제 수학교육 학술대회 발표 논문을 중심으로-", 학교수학, 20(4), pp.591~608 (2018), 대한수학교육학회[DOI]
- 이동민, "2015 개정 고등학교 여행지리 교육과정 성취기준의 의미구조 분석", 한국지리학회지, 5(1), pp.1~11 (2016), 한국지리학회
- A Comparative Study of Competency-based Curriculum According to the Curriculum Survey from OECD Education 2030 Project, "Lee, G. H.", Korea Institute for Curriculum & Evaluation, ~, pp.Report CRC 2017-8 (2017)
- 이준기, "언어 네트워크 분석법을 통한 중학교 과학영재들의 사실, 가설, 이론, 법칙과 과학적인 것의 의미에 대한 인식 조사", 한국과학교육학회지, 32(5), pp.823~840 (2012), 한국과학교육학회
- 이준기, "중등학생들의 과학과 생물에서의 ‘실험’의 의미에 대한 인식구조 비교", 한국과학교육학회지, 35(6), pp.997~1006 (2015), 한국과학교육학회[DOI]
- 이경택, "2015 개정 독일어 교육과정의 타당성 및 적합성 연구 - 독일어1을 중심으로 -", 문화교류와 다문화교육, 9(3), pp.215~237 (2020), 한국국제문화교류학회
- 임유나, "2015 개정 교육과정의 핵심역량과 교과의 관계성 분석: 언어 네트워크 분석을 활용하여", 학습자중심교과교육연구, 16(10), pp.749~771 (2016), 학습자중심교과교육학회[DOI]
- Marta, B., "Challenging suicide, burnout, and depression among veterinary practitioners and students : Text mining and topics modelling analysis of the scientific literature", BMC Veterinary Research, 17, pp.1~10 (2021)
- Mooney, R. J., "Mining knowledge from text using information extraction", ACM SIGKDD Explorations Newsletter, 7, pp.3~10 (2005)
- Park, C. S., "Comparative Analysis of Journal Thesis Trends Using Text Mining Department of Applied Statistics of master’s thesis", pp.2018
- 박치성, "텍스트 네트워크 분석: 사회적 인식 네트워크(socio-cognitive network) 분석을 통한 정책이해관계자 간 공유된 의미 파악 사례", 정부학연구, 19(2), pp.73~108 (2013), 정부학연구소
- Park, K. H., "Key issues on informal learning in the 21st century : A text mining-based literature review", International Journal of Emerging Technologies in Learning, 16, pp.4~18 (2021)
- 신동조, "토픽모델링을 활용한 국내외 수학교육 연구 동향 비교 연구", 수학교육, 59(1), pp.63~80 (2020), 한국수학교육학회[DOI]
- 신세인, "사범대학 학생들의 진로상담 네트워크 분석: 생물교육전공 예비교사의 사례를 중심으로", 학습자중심교과교육연구, 15(9), pp.487~508 (2015), 학습자중심교과교육학회
- Shuaishuai, M., "Trends and foundations of creativity research in education : A method based on text mining", Creativity Research Journal, 32, pp.215~227 (2020)
- 송영욱, "교육대학교 학생들의 ‘전기’ 용어의 연상 단어 및 정의에 대한 네트워크 분석", 한국과학교육학회지, 36(5), pp.791~800 (2016), 한국과학교육학회[DOI]
- Swathi, B., "Student evaluation of teaching in business education : Discovering student sentiments using text mining techniques", E-Journal of BusinessE ducation & Scholarship of Teaching, 13, pp.1~13 (2019)
- Vijayarani, S., "Preprocessing techniques for text mining-an overview", International Journal of Computer Science & Communication Networks, 5, pp.7~16 (2015)
- Volkan, K., "Classification of the theses and dissertations in the field of computer education and instructional technology in Turkey : An investigation through text mining", Participatory Educational Research, 8, pp.279~291 (2021)
- Wassetman, S., "Social Network Analysis : Methods and Application" (1994), Cambridge University Press
