Udomsak Keawmorakote, Yuraporn Padunggun, P. Noiying, Poolsak Koseeyaporn
{"title":"训练用手写体数字识别人工神经网络演示的开发","authors":"Udomsak Keawmorakote, Yuraporn Padunggun, P. Noiying, Poolsak Koseeyaporn","doi":"10.1109/ICPEI47862.2019.8944963","DOIUrl":null,"url":null,"abstract":"This article presents the design and development of artificial intelligence demonstration program in the form of artificial neural network demonstration for recognition of handwritten Number. This program has been used in the training of learning artificial intelligence for industrial uses. It is designed and developed by using LabVIEW program. The participants were five experts and twenty students. From the experiment, it was found that: 1) The program composed of image reading, basic data management, structure determination, and learning result analysis. In terms of the efficiency test, discriminative efficiency should not be less than 81 percent. 2) The level of appropriate assessment by experts was high. The level of learners’ satisfaction was high. Considering the research results, it can be seen that instructional media development","PeriodicalId":128066,"journal":{"name":"2019 International Conference on Power, Energy and Innovations (ICPEI)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Development of Artificial Neural Network Demonstration for Recognition of Handwritten Number for Training\",\"authors\":\"Udomsak Keawmorakote, Yuraporn Padunggun, P. Noiying, Poolsak Koseeyaporn\",\"doi\":\"10.1109/ICPEI47862.2019.8944963\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article presents the design and development of artificial intelligence demonstration program in the form of artificial neural network demonstration for recognition of handwritten Number. This program has been used in the training of learning artificial intelligence for industrial uses. It is designed and developed by using LabVIEW program. The participants were five experts and twenty students. From the experiment, it was found that: 1) The program composed of image reading, basic data management, structure determination, and learning result analysis. In terms of the efficiency test, discriminative efficiency should not be less than 81 percent. 2) The level of appropriate assessment by experts was high. The level of learners’ satisfaction was high. Considering the research results, it can be seen that instructional media development\",\"PeriodicalId\":128066,\"journal\":{\"name\":\"2019 International Conference on Power, Energy and Innovations (ICPEI)\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Power, Energy and Innovations (ICPEI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICPEI47862.2019.8944963\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Power, Energy and Innovations (ICPEI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICPEI47862.2019.8944963","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Development of Artificial Neural Network Demonstration for Recognition of Handwritten Number for Training
This article presents the design and development of artificial intelligence demonstration program in the form of artificial neural network demonstration for recognition of handwritten Number. This program has been used in the training of learning artificial intelligence for industrial uses. It is designed and developed by using LabVIEW program. The participants were five experts and twenty students. From the experiment, it was found that: 1) The program composed of image reading, basic data management, structure determination, and learning result analysis. In terms of the efficiency test, discriminative efficiency should not be less than 81 percent. 2) The level of appropriate assessment by experts was high. The level of learners’ satisfaction was high. Considering the research results, it can be seen that instructional media development