Manjunath R. Kounte, Pratyush Kumar Tripathy, Pramod P, Harshit Bajpai
{"title":"Analysis of Intelligent Machines using Deep learning and Natural Language Processing","authors":"Manjunath R. Kounte, Pratyush Kumar Tripathy, Pramod P, Harshit Bajpai","doi":"10.1109/ICOEI48184.2020.9142886","DOIUrl":null,"url":null,"abstract":"Intelligent Machines are playing an important role in performing various activities in the industry thereby reducing the human efforts, error rate and increase the efficiency and accuracy. Artificial Intelligence is the backbone for development of intelligent machines which use natural language processing and deep learning as fundamental tools. In this paper, we present the new perspective of intelligent machines in everyday usage, along with the importance of understanding the natural language and generating machine level natural language for intelligent machines. Further, we summarize an overview of deep learning concurrent neural network and recurrent neural network models. Also, we review the significance of sentimental analysis using natural language processing and the ability of machines to take decisions and solve problems.","PeriodicalId":267795,"journal":{"name":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICOEI48184.2020.9142886","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
Intelligent Machines are playing an important role in performing various activities in the industry thereby reducing the human efforts, error rate and increase the efficiency and accuracy. Artificial Intelligence is the backbone for development of intelligent machines which use natural language processing and deep learning as fundamental tools. In this paper, we present the new perspective of intelligent machines in everyday usage, along with the importance of understanding the natural language and generating machine level natural language for intelligent machines. Further, we summarize an overview of deep learning concurrent neural network and recurrent neural network models. Also, we review the significance of sentimental analysis using natural language processing and the ability of machines to take decisions and solve problems.