{"title":"云治理","authors":"Anustup Mukherjee, Harjeet Kaur","doi":"10.4018/978-1-7998-5040-3.ch005","DOIUrl":null,"url":null,"abstract":"Artificial intelligence within the area of computer vision is creating a replacement genre in detection industry. Here, AI is using the power of computer vision in creating advanced educational software LMS that detects student emotions during online classes, interviews, and judges their understanding and concentration level. It also generates automated content in step with their needs. This LMS cannot only judge audio, video, and image of a student; it also judges the voice tone. Through this judgement, the AI model understands how much a student is learning, effectivity, intellect, and drawbacks. In this chapter, the power of deep learning models VGG Net and Alex Net in LMS computer vision are used. This LMS architecture will be able to work like a virtual teacher that will be taking a parental guide to students.","PeriodicalId":439420,"journal":{"name":"Impacts and Challenges of Cloud Business Intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Cloud Governance\",\"authors\":\"Anustup Mukherjee, Harjeet Kaur\",\"doi\":\"10.4018/978-1-7998-5040-3.ch005\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Artificial intelligence within the area of computer vision is creating a replacement genre in detection industry. Here, AI is using the power of computer vision in creating advanced educational software LMS that detects student emotions during online classes, interviews, and judges their understanding and concentration level. It also generates automated content in step with their needs. This LMS cannot only judge audio, video, and image of a student; it also judges the voice tone. Through this judgement, the AI model understands how much a student is learning, effectivity, intellect, and drawbacks. In this chapter, the power of deep learning models VGG Net and Alex Net in LMS computer vision are used. This LMS architecture will be able to work like a virtual teacher that will be taking a parental guide to students.\",\"PeriodicalId\":439420,\"journal\":{\"name\":\"Impacts and Challenges of Cloud Business Intelligence\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Impacts and Challenges of Cloud Business Intelligence\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4018/978-1-7998-5040-3.ch005\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Impacts and Challenges of Cloud Business Intelligence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/978-1-7998-5040-3.ch005","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Artificial intelligence within the area of computer vision is creating a replacement genre in detection industry. Here, AI is using the power of computer vision in creating advanced educational software LMS that detects student emotions during online classes, interviews, and judges their understanding and concentration level. It also generates automated content in step with their needs. This LMS cannot only judge audio, video, and image of a student; it also judges the voice tone. Through this judgement, the AI model understands how much a student is learning, effectivity, intellect, and drawbacks. In this chapter, the power of deep learning models VGG Net and Alex Net in LMS computer vision are used. This LMS architecture will be able to work like a virtual teacher that will be taking a parental guide to students.
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