A study on visualization of kindergarten teaching content assisted by big data technology

[1] Larimore, R. A. (2020). Preschool science education: A vision for the future. Early Childhood Education Journal, 48(6), 703-714. Search in Google Scholar

[2] Gershon, P., & Pellitteri, J. (2018). Promoting emotional intelligence in preschool education: A review of programs. International Journal of Emotional Education, 10(2), 26-41. Search in Google Scholar

[3] Morgan, H. (2019). Does high-quality preschool benefit children? What the research shows. Education sciences, 9(1), 19. Search in Google Scholar

[4] Haslip, M. J., & Gullo, D. F. (2018). The changing landscape of early childhood education: Implications for policy and practice. Early Childhood Education Journal, 46, 249-264. Search in Google Scholar

[5] Fischer, C., Pardos, Z. A., Baker, R. S., Williams, J. J., Smyth, P., Yu, R., ... & Warschauer, M. (2020). Mining big data in education: Affordances and challenges. Review of Research in Education, 44(1), 130-160. Search in Google Scholar

[6] Su, J., Ng, D. T. K., & Chu, S. K. W. (2023). Artificial intelligence (AI) literacy in early childhood education: The challenges and opportunities. Computers and Education: Artificial Intelligence, 4, 100124. Search in Google Scholar

[7] Gülsoy, V. B., Sezgin, S., Çırak, N. S., & Ulutaş, A. (2017). Technology use in preschool education: a systematic map** study. EDULEARN17 Proceedings, 3405-3414. Search in Google Scholar

[8] Wahyuningsih, S., Nurjanah, N. E., Rasmani, U. E. E., Hafidah, R., Pudyaningtyas, A. R., & Syamsuddin, M. M. (2020). STEAM learning in early childhood education: A literature review. International Journal of Pedagogy and Teacher Education, 4(1), 33-44. Search in Google Scholar

[9] Zdanevych, L., Dychkivska, I., Atroshchenko, T., Uliukaieva, I., Rozghon, V., & Reho, H. (2024). Development of Soft Skills in Future Preschool Teachers Using ICT in Their Professional Training. Journal of Higher Education Theory and Practice, 24(2), 148-160. Search in Google Scholar

[10] Saracho, O. N. (2017). Bullying prevention strategies in early childhood education. Early childhood education journal, 45, 453-460. Search in Google Scholar

[11] Su, J., Zhong, Y., & Chen, X. (2023). Technology education in early childhood education: A systematic review. Interactive Learning Environments, 1-14. Search in Google Scholar

[12] Su, J., & Yang, W. (2023). A systematic review of integrating computational thinking in early childhood education. Computers and Education Open, 4, 100122. Search in Google Scholar

[13] Zomer, N. R., & Kay, R. H. (2018). Technology use in early childhood education: A review of literature. Journal of Educational Informatics, 1(1). Search in Google Scholar

[14] Khalfaoui, A., García-Carrión, R., & Villardón-Gallego, L. (2021). A systematic review of the literature on aspects affecting positive classroom climate in multicultural early childhood education. Early Childhood Education Journal, 49(1), 71-81. Search in Google Scholar

[15] González-González, C. S., Guzmán-Franco, M. D., & Infante-Moro, A. (2019). Tangible technologies for childhood education: A systematic review. Sustainability, 11(10), 2910. Search in Google Scholar

[16] Bati, K. (2022). A systematic literature review regarding computational thinking and programming in early childhood education. Education and Information Technologies, 27(2), 2059-2082. Search in Google Scholar

[17] Papanastasiou, G. P., Drigas, A. S., & Skianis, C. (2017). Serious games in preschool and primary education: Benefits and impacts on curriculum course syllabus. International Journal of Emerging Technologies in Learning, 12(1). Search in Google Scholar

[18] Macrides, E., Miliou, O., & Angeli, C. (2022). Programming in early childhood education: A systematic review. International Journal of Child-Computer Interaction, 32, 100396. Search in Google Scholar

[19] Liu, R., Luo, F., & Israel, M. (2023). Technology-integrated computing education in early childhood: A systematic literature review. Journal of Educational Computing Research, 61(6), 1275-1311. Search in Google Scholar

[20] Qi, X., & Melhuish, E. C. (2017). Early childhood education and care in China: History, current trends and challenges. Early Years, 37(3), 268-284. Search in Google Scholar

[21] Louka, K., & Papadakis, S. (2023). Programming environments for the development of computational thinking in preschool education: A systematic literature review. Teaching coding in K-12 schools: Research and application, 39-59. Search in Google Scholar

[22] Ng, A., Kewalramani, S., & Kidman, G. (2022). Integrating and navigating STEAM (inSTEAM) in early childhood education: An integrative review and inSTEAM conceptual framework. Eurasia Journal of Mathematics, Science and Technology Education, 18(7), em2133. Search in Google Scholar

[23] Dongping Wei, Niansheng Tang, Tianli lei & Shouwen Wen. (2019). The deep learning word vector model using part of speech and sentiment information. Journal of Intelligent & Fuzzy Systems(1),427-440. Search in Google Scholar

[24] Qian Zhou & Bo Sun. (2024). Adaptive K-means clustering based under-sampling methods to solve the class imbalance problem. Data and Information Management(3),100064-100064. Search in Google Scholar

[25] Peiying Liu, Pin Wang & Haidong Liu. (2023). Tourism Review Text Mining in Guizhou Province Based on LDA Topic Model. Academic Journal of Business & Management(8), Search in Google Scholar