Developing System of Students' Home-Visiting by Route Analysis Technique and Cloud Maps
DOI:
https://doi.org/10.14456/jcct.2024.15Keywords:
Web Application, Cloud Map, Students’ Home-Visiting, Route Analysis TechniquesAbstract
This study aims to develop a web application for students' home-visiting by route analysis technique and cloud maps in the data of primary education students of the schools in Nakhon Sawan Province. Consideration of key data characteristics, such as learning interest, academic performances, and genders, from data testing with Decision Tree and Neural Network. The results found that 1) the web application is operated by analyzing to design a use case diagram, the first records basic students' data, the second analyzes the recorded data using a Decision Tree, and a Neural Network to analyze the data and predict which student's home the teacher should visit in the data set and summary of students’ home- visiting results, the third data export to pdf format, 2) digital platform design, 3) development, and installation, 4) testing, 5) actual installation, 6) maintenance.
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References
Balestriero, R. (2017). Neural Decision Trees. arXiv. https://doi.org/10.48550/ARXIV.1702.07360.
Chaisuttee, J. (2016). Parents participation of Student Assistance System Bantroknong Prateepvareeratwittaya School in Klung District Chanthaburi under the Chanthaburi Primary Educational Service Area Office 2. [Unpublished doctoral dissertation]. Burapha University. (In Thai)
Chaiyakarm, T. (2020). Application of Geo-Informatics for Tourism Map through Google Maps GIS Online Technology in the Northeast Region of Thailand. Thai Science and Technology Journal, 28(4), 575–586. (In Thai)
Corazza, M. V., D’Alessandro, D., Di Mascio, P., & Moretti, L. (2020). Methodology and Evidence from a Case Study in Rome to Increase Pedestrian Safety along Home-to-School Routes. Journal of Traffic and Transportation Engineering, 7(5), 715–727. https://doi.org/10.1016/j.jtte.2020.03.003.
Davis, R. D. (1972). An Application of Computer Mapping: Collecting, Displaying and Using Student Location Data. Socio-Economic Planning Sciences, 6(1), 31–38. https://doi.org/10.1016/0038-0121(72)90004-3.
Khan-asa, S. (2007). Student Home Visiting of the Teachers Under the School Support Project of Thungluangplubplarchai School, Roi-et Office of Educational Service Area 2. [Unpublished doctoral dissertation]. Ubon Ratchathani Rajabhat University. (In Thai)
Kongyuand, P, & Boonsanong, P. (2021, May 22). Mobile Application for Caring and Support Students of Satitbanchetawan Municipal School Lower Secondary Education Level. The 4 th National Conference in Science and Technology: NCST 4th 2021, 45-55. Chandrakasem Rajabhat University. (In Thai)
Kuru Alici, N., & Emi̇Roğlu, O. N. (2020). Students’ Home Visit Experiences within the Scope of Public Health Nursing Course: A Qualitative Study. Acibadem Universitesi Saglik Bilimleri Dergisi, 12(1), 146–151. https://doi.org/10.31067/acusaglik.834065.
Li, J., Cai, R., & Yan, Y. (2024, August 3-9). Combinatorial Routing for Neural Trees. The Thirty-Third International Joint Conference on Artificial Intelligence, 4407–4415. https://doi.org/10.24963/ijcai.2024/487.
Ministry of Education. (2019). Handbook for the Selection of Educational Institutions and Educational Service Area Offices for the 2019 Student Care and Support System Awards. Express Transport Organization. (In Thai)
National Education Act B.E. 2542 (1999), amended (No. 2) B.E. 2545 (2002), amended (No. 3) B.E. 2553 (2010), and amended (No. 4) B.E. 2562 (2019). (2019, May 13). Royal Thai Government Gazette. Book No. 116 Chapter 74 Kor, 1-26. https://www.moe.go.th/backend/wp-content/uploads/2020/10/1.-พระราชบัญญัติการศึกษาแห่งชาติ-พ.ศ.2542-ฉ.อัพเดท.pdf. (In Thai)
Nittaya, P. (2018). The States and Problems on School Children Counseling under the Office of Khon Kaen Educational Service Area 4. [Unpublished doctoral dissertation]. Loei Rajabhat University. (In Thai)
Onnom, U., Chaichomphu, S., & Sroinakpong, S. (2014). The Affecting on Student Assistance System Management to Student’s Quality of Private School under the Office of Chonburi Educational Service Area. Srinakharinwirot Research and Development Journal of Humanities and Social Sciences, 6(11), 237–247. (In Thai)
Pongsawat, S., & Tiacharoen, S. (2019). The Implementation of Student Care and Support System in Cha-Am Khunyingnuengburi School. Journal of Educational Administration, Silpakorn University, 10(2), 304–314. (In Thai)
Sarada, B., Dandu, M., & Tarun, S. K. (2020). Comparison of Tree Based Classifications and Neural Network Based Classification. 2020 21st International Arab Conference on Information Technology, 1–3. https://doi.org/10.1109/ACIT50332.2020.9300110.
Sholeh, A. (2021). Implementasi Pendekatan Home Visit Upaya Mengatasi Problematika Pembelajaran Daring pada Siswa Sekolah Dasar Di Masa Pandemic Covid – 19. Jurnal Bidang Pendidikan Dasar, 5(1), 80–89. https://doi.org/10.21067/jbpd.v5i1.5155.
Sonthi, P. (2019). Guidelines for the Development of Elementary-Student Support System in Small Schools under the Office of Pathum Thani Educational Service Area. [Doctoral dissertation, Rajamangala University of Technology Thanyaburi]. Intellectual Reposity at Rajamangala University of Technology Thanyaburi. http://www.repository.rmutt.ac.th/dspace/handle/123456789/3392. (In Thai).
Suanjan, P. (2018). Student Caring System Operation of Schools under The Office of Rayong Educational Survice Area 1. [Unpublished doctoral dissertation]. Burapha University. (In Thai)
Suksomphanarak, C. (2018). The Development of a Student-Care Management System at Ban Changmorh School, Maesariang District, Mae Hong Son Province. [Doctoral dissertation, Rajamangala University of Technology Thanyaburi]. ChiangMai Rajabhat University Intellectual Repository. http://cmruir.cmru.ac.th/handle/123456789/1495. (In Thai).
Young, W. A., Weckman, G. R., Hari, V., Whiting, H. S., & Snow, A. P. (2012). Using Artificial Neural Networks to Enhance CART. Neural Computing and Applications, 21(7), 1477–1489. https://doi.org/10.1007/s00521-012-0887-4.
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