智慧托育管理系統設計與實作

Design and Implementation of an Intelligent Baby Care Management System

張義雄(I Hsiung Chang)

指導教授 ： 張志勇

淡江大學/工學院/資訊工程學系博士班/博士(2021年)

https://doi.org/10.6846/TKU.2021.00250

摘要

本研究針對托嬰中心的托育人員及幼兒園教保服務人員，在工作上的負荷及壓力希望能減輕，家長也能及時藉由APP了解幼兒所有狀況，另外針對主管也能藉由系統化的管理，更能有效率的服務家長，進而設計實踐了這個智慧托育系統。
此套系統包含五個子系統，分別是親子館托嬰中心行政營運平台、虐嬰虐童人工智慧偵測系統、嬰幼兒睡眠安全與健康管理系統、娃娃車GPS安全系統及物聯網App電子聯絡簿，五大系統藉由物聯網的裝置把托嬰中心及幼兒園需要重複量測的工具，由物聯網自動量測上傳且收集數據，甚至對一些異常狀況能夠提供警訊也使得現場工作人員工作壓力能夠大幅減少，且有一小部分開始運用AI的技術，同時也使得托嬰中心及幼兒園負責人或營運管理的主管壓力大幅降低。
此研究也藉由POC及POS驗證得出確實得到一些幫助，目前新北市、台北市、桃園市、台中市、高雄市、新竹市及新竹縣15家公私立托嬰中心和16家幼兒園進行開發修正，進入POS之壓力測試階段。

關鍵字

人工智慧 ； 系統平台 ； 智慧托育 ； 物聯網

並列摘要

This study is aimed at nursery staff and kindergarten education and support staff in childcare centers. It is hoped that the work load and pressure can be reduced. Parents can also use APP to understand all the conditions of children in time. In addition, supervisors can also use systematic Management, more efficient service to parents, and then design and practice this smart childcare system.
This system includes five subsystems, namely, the administrative operation platform of the childcare center of the parent-child hall, the artificial intelligence detection system for infant and child abuse, the sleep safety maintenance system, the GPS safety system of the baby carriage and the electronic contact book of the Internet of Things App. The five systems are borrowed The device of the Internet of Things takes care of the childcare centers and
kindergartens to take repeated measurement tools, and the Internet of Things automatically measures and uploads and collects data. It can even provide warning signals for some abnormal conditions, which can greatly reduce the work pressure of the on-site staff, and A small number of people have begun to use AI technology, which has also greatly reduced the pressure on the heads of childcare centers and kindergartens or the supervisors of operations and management.
This research has also been verified by POC and POS. It has indeed received some help. Currently, 15 public and private childcare centers and 16 kindergartens in New Taipei City, Taipei City, Taoyuan City, Taichung City, Kaohsiung City, Hsinchu City and Hsinchu County are under development. Correction, enter the POS stress test stage.

並列關鍵字

Artificial intelligence ； system platform ； intelligence child care ； interent of thing

參考文獻

參考文獻

[1]106年度新北市政府委託辦理公共托育中心招生簡章. 2017年8月24日 擷取自 http://www.sw.ntpc.gov.tw/archive/file/106年度新北市政府委託辦理公共托育中心招生簡章.pdf

[2]Diakopoulos, N., & Cass, S. (2019, 7 18). Interactive: The Top Programming Languages 2017. (IEEE) Retrieved 8 19, 2019, from IEEE SPECTRUM: Fang, Z., Wei, L., Chen, W., & He, Y. (2012). A RFID-based kindergarten intelligence security system. e-Business Engineering (ICEBE), 2012 IEEE Ninth International Conference on (pp. 321-326). Hangzhou, China: IEEE.

[3]Heck, G. v., Sharon, I., Kampert, P., & Berg, J. v. (2009). Introducing Electronic Child Records: Balancing Personal Interests, System Perfomance, and Social ValuesIntroducing Electronic Child Records: Balancing Personal Interests, System Perfomance, and Social Values. 2009 International Conference on Computational Science and Engineering. 4, pp. 568-575. Vancouver, BC, Canada: IEEE. doi:10.1109/CSE.2009.42

[4]Kurashima, S., & Satoshi Suzuki. (2016). Improvement of child activity recognition algorithm for accurate calculation of consumption calorie. Industrial Electronics Society, IECON 2016-42nd Annual Conference of the IEEE (pp. 5915-5920). Florence, Italy: IEEE.