Acknowledgement
본 연구는 2021년도 부산교육대학교 학술연구과제로 지원을 받아 수행되었음.
References
- Korea Data Agency(2020). 2020 Data Industry Survey, Korea Data Agency.
- Jo, W.S.(2014). Big Data Utilization and Data Scientist. Communications of the Korean Institute of Information Scientists and Engineers, 32(1), 59-65.
- Song, H.M.(2015). A Study of Development for job Competency in the bigdata using DACUM method, Korea University master's thesis.
- Rappa, M.(2011). Master of Science in Analytics: Goals, Learning, and Outcomes, NC State University, Internal Report.
- Koo, D.H., Kim D.J.(2020). Data science education program based on problem solving learning. Korean Journal of Elementary Education, 31, 203-215. https://doi.org/10.20972/KJEE.31..202008.203
- Hong, J.H., Kim, Y.S.(2020). Development of AI Data Science Education Program to Foster Data Literacy of Elementary School Students. Journal of The Korean Association of Information Education, 24(6), 633-641. https://doi.org/10.14352/jkaie.2020.24.6.633
- Hur, K.(2020). A Study on Elementary Education Examples for Data Science using Entry. Journal of The Korean Association of Information Education, 24(5), 473-481. https://doi.org/10.14352/jkaie.2020.24.5.473
- Kim, Y.M.(2020) The Effects of PBL-based Data Science Education classes using App Inventor on elementary student Computational Thinking and Creativity improvement. Journal of The Korean Association of Information Education, 24(6), 551-562. https://doi.org/10.14352/jkaie.2020.24.6.551
- SINTEF(2013). Big Data, for better or worse: 90%of world's data generated over last two years. Retrieved from https://www.sciencedaily.com/releases/2013/05/130522085217.htm.
- Data Never Sleeps 6.0, Retrieved from https://www.domo.com/learn/infographic/data-never-sleeps-6
- Shi, Y., Philip, S.Y., Zhu, Y., Tian, Y.(2014). Explore New Field of Data Science Under Big Data Era: Preface for ICDS 2014. Procedia Computer Science, (30), 1-3.
- Bruce, P., Bruce, A.(2017). Practical statistics for data scientists: 50 essential concepts. O'Reilly Media, Inc.
- O'Neil, C., Schutt, R.(2013). Doing data science: Straight talk from the frontline. O'Reilly Media, Inc.
- Rajaraman, A., Ullman, J.D.(2011). Mining of massive datasets. Cambridge University Press.
- Forbes(2019). The 7 Biggest Technology Trends That Will Transform Telecoms In 2020. Retrieved from https://www.forbes.com.
- Jo, J.H., Lee, K.W.(2018). Marmot: A Hadoop-based High Performance Data Storage Management System for Processing Geospatial or Geo-Spatial Big Data. Journal of Korean Society for Geospatial Information Science, 26(1), 3-10. https://doi.org/10.7319/kogsis.2018.26.1.003
- White, T.(2012). Hadoop: The Definitive Guide, 3rd ed.; O'Reilly Media, Inc. Sebastopol, CA, USA: 2012; ISBN 1449338771.
- Zaharia, M., Chowdhury, M., Franklin, M.J., Shenker, S., Stoica, I.(2010). Spark: Cluster Computing with Working Sets. Proceedings of the 2nd USENIX conference on Hot topics in cloud computing, 10, 10-10.
- Eldawy, A.(2014). SpatialHadoop: Towards flexible and scalable spatial processing using MapReduce. Proceedings of the SIGMOD PhD symposium 2014, Snowbird, UT, USA, 22 June 2014, 46-50
- Park, H.S.(2020). Analyzing the current status of how education is conducted for data science, suggesting directionality, and present the data science integration class plan. Inchon University master's thesis.
- Kim, B.C., Kim, J.J., Moon, W.J., Seo, Y.H., Kim, J.A., Oh, J.C., Kim, Y.M., Kim, J.H.(2021). The Effect of Data Science Education on Elementary School Students' Computational Thinking: Focusing on Micro:bit's Sensor Function. Journal of The Korean Association of Information Education, 25(2), 337-346. https://doi.org/10.14352/jkaie.2021.25.2.337
- Hur, K.(2021). A Case Study of Basic Data Science Education using Public Big Data Collection and Spreadsheets for Teacher Education, Journal of The Korean Association of Information Education, 25(3), 459-469. https://doi.org/10.14352/jkaie.2021.25.3.459
- Jung, S.Y., Ma, Y.G., Koo, D.H.(2021). Development of a data analysis system for preventing school violence based on AI unsupervised learning, Journal of The Korean Association of Information Education, 25(5), 741-750. https://doi.org/10.14352/jkaie.2021.25.5.741
- Lee, M.H.(2016). A Study on the Curriculums of Data Science. Journal of the Korean Biblia Society for Library and Information Science, 27(1), 263-290. https://doi.org/10.14699/KBIBLIA.2016.27.1.263
- Lee, H.W., Han, S.H.(2020). An Analysis of Data Science Curriculum in Korea. Journal of the Korean Society for Library and Information Science, 54(1), 365-385. https://doi.org/10.4275/KSLIS.2020.54.1.365
- Kim, J.K, Sohn, E.S.(2021). Development of Data Science Course and Analysis of Computational Thinking Effect for non-Major Students. The Journal of Korean Association of Computer Education, 24(3), 23-31. https://doi.org/10.32431/KACE.2021.24.3.003