과제정보
이 논문은 2019년 대한민국 교육부와 한국연구재단의 지원을 받아 수행된 연구임(NRF-2019S1A5C2A04083374).
참고문헌
- David S. Touretzky, Christina Gardner-McCune, Fred Martin and Deborah Seehorn (2019). K-12 Guidelines for Artificial Intelligence: Proc. of the ISTE Conference.
- DongHyeok Lee, NamJe Park (2016). Teaching Book and Tools of Elementary Network Security Learning using Gamification Mechanism. Journal of Korea Institute of Information Security & Cryptology, 26(30), 787-797. https://doi.org/10.13089/JKIISC.2016.26.3.787
- Donghyeok Lee, Namje Park (2017). Geocasting-based synchronization of Almanac on the maritime cloud for distributed smart surveillance. The Journal of Supercomputing, 73(3), 1103-1118. https://doi.org/10.1007/s11227-016-1841-5
- Donghyeok Lee, Namje Park (2018). Electronic Identity Information Hiding Methods Using a Secret Sharing Scheme in Multimedia-centric Internet of Things Environment. Personal and Ubiquitous Computing, 22(1), 3-10. https://doi.org/10.1007/s00779-017-1017-1
- HyungJoo Kim, ShinHyoung Park and Kitae Jang (2016). Short-term Traffic States Prediction Using k-Nearest Neighbor Algorithm : Focused on Urban Expressway in Seoul. Journal of Korean Society Transportation, 34(2), 158-167. https://doi.org/10.7470/jkst.2016.34.2.158
- HyunJin Jang(2020). The Domestic Research Trends of Artificial Intelligence Related in Elementary Practical Arts Education. Korean Journal of Elementary Education, 31, 33-48. https://doi.org/10.20972/KJEE.31..202008.33
- JangYeol Lee, ChoonSung Nam and DongRyeol Shin (2017). Machine Learning Bigdata Education Platform using Apache Spark. Korea Computer Congress 2017 Program Book, 1531-1533.
- Javed Asharf, Nour Moustafa, Hasnat Khurshid, Essam Debie, Waqas Haider and Abdul Wahab (2020). A Review of Intrusion Detection Systems Using Machine and Deep Learning in Internet of Things: Challenges, Solutions and Future Directions. Electronics, 9(7), 20-21.
- JinSu Kim, NamJe Park (2019). Lightweight Knowledge-based Authentication Model for Intelligent Closed Circuit Television in Mobile Personal Computing. Personal and Ubiquitous Computing, 1-9.
- JinSu Kim, NamJe Park (2019). Development of a board game-based gamification learning model for training on the principles of artificial intelligence learning in elementary courses. Journal of The Korean Association of Information Education, 23(3), 229-235. https://doi.org/10.14352/jkaie.2019.23.3.229
- JinSu Kim, Namje Park (2020). A Face Image Virtualization Mechanism for Privacy Intrusion Prevention in Healthcare Video Surveillance Systems. Symmetry, 12(6), 891 https://doi.org/10.3390/sym12060891
- Ministry of Education(2020). Policy Directions and Key Tasks of the Artificial Intelligence Era.
- MiYoung Ryu, SeonKwan Han (2019). AI Education Programs for Deep-Learning Concepts. Journal of The Korean Association of Information Education, 23(6), 583-890. https://doi.org/10.14352/jkaie.2019.23.6.583
- NamJe Park, YoungHoon Sung, YoungSik Jeong, Soo-Bum Shin and Chul Kim (2018). The Analysis of the Appropriateness of Information Education Curriculum Standard Model for Elementary School in Korea. International Conference on Computer and Information Science. Springer. 1-15.
- Philippa Foot(1978). The Problem of Abortion and the Doctrine of the Double Effect in Virtues and Vices. Berkeley: University of California Press.
- Robert F. Mager(1962). Preparing Objectives for Programmed Instruction. Belmont: Fearon Publishers.
- SeHoon Lee, JeongJun Bak and MyeongSung Lee (2020). Educational Programming Language based Deep AI Yourself Hands-on Platform for Machine Learning. Proceedings of the Korean Society of Computer Information Conference, 28(2), 243-244.
- SeHoon Lee, JiHyun Jeong, JinHyeong Lee and CheonWoo Jo(2020). D.I.Y : Block-base Programming Platform for Machine Learning Education. Proceedings of the Korean Society of Computer Information Conference, 28(2), 245-246.
- SeungChul Lee, TaeYoung Kim(2020). Proposal of Contents and Method of Artificial Intelligence Education for Elementary School Students. Proceedings of The Korean Assocation of Computer Education, 24(1), 177-180.
- SungJin Hwang, JeongWon Choi and YoungJun Lee(2014). Development of Education Plan of App Inventor for Improving Informatics Gifted Elementary Students' Learning Flow. Proceedings of The Korean Assocation of Computer Education, 18(2), 158-190.
- Amy J. Ko(2017). We need to learn how to teach Machine Learning. https://medium.com/bits-and-behavior/we-need-to-learn-how-to-teach-machine-learning-acc78bac3ff8
- Bitacademy. http://www.bitacademy.com/Course/ShortCourse/DetailPage/Course_DSCIENCE_PracticalMachineLearningPython.asp.
- Duy Anh Nguyen(2019). Classifying with K-Nearest Neighbors. https://medium.com/@duyanhnguyen_38925/classifying-with-k-nearest-neighbors-17e202da449
- Onel Harrison(2018). Machine Learning Basics with the K-Nearest Neighbors Algorithm. https://towardsdatascience.com/machine-learning-basics-with-the-k-nearest-neighbors-algorithm-6a6e71d01761
- SungHyun Ahn(2019). Mining - K Nearest Neighbor. https://shacoding.com/2019/12/07/mining-k-nearest-neighbor/
- TensorFlow. https://www.tensorflow.org/resources/learn-ml/basics-of-machine-learning?hl=ko.
피인용 문헌
- Demonstration and Effect Analysis of Creative Plugged Education Model using Intelligent Information Technology vol.19, pp.4, 2021, https://doi.org/10.14801/jkiit.2021.19.4.95