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Handbook of Research on Management and Strategies for Digital Enterprise Transformation最新文献

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The Fourth Revolution 第四次革命
Handbook of Research on Management and Strategies for Digital Enterprise Transformation Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-5015-1.CH012
D. Kadlec, Viviana D'Angelo, Francesca Capo
{"title":"The Fourth Revolution","authors":"D. Kadlec, Viviana D'Angelo, Francesca Capo","doi":"10.4018/978-1-7998-5015-1.CH012","DOIUrl":"https://doi.org/10.4018/978-1-7998-5015-1.CH012","url":null,"abstract":"Technological breakthroughs are the reasons for industrial revolution to occur. However, it may take time to exert its effects on social and technological domains. Artificial intelligence is the branch of computer science which tries to replicate human intelligence in machines that are programmed to think like humans and mimic their actions. It is acquiring increasing importance in industrial application, revolutionizing the entire industrial system enough to be referred as “Fourth Industrial Revolution.” This chapter describes the impacts of artificial intelligence on the economy and society at large. Specifically, it analyzes the enablers and barriers behind the automatization of the working force and how the digital transformation may entail opportunities and challenges for the current economic and working dynamics as well as for society in general.","PeriodicalId":103338,"journal":{"name":"Handbook of Research on Management and Strategies for Digital Enterprise Transformation","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115151168","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Study on Deep Learning Methods in the Concept of Digital Industry 4.0 数字工业4.0概念下的深度学习方法研究
Handbook of Research on Management and Strategies for Digital Enterprise Transformation Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-5015-1.CH016
Mehmet Şimşek, Zeynep Orman
{"title":"A Study on Deep Learning Methods in the Concept of Digital Industry 4.0","authors":"Mehmet Şimşek, Zeynep Orman","doi":"10.4018/978-1-7998-5015-1.CH016","DOIUrl":"https://doi.org/10.4018/978-1-7998-5015-1.CH016","url":null,"abstract":"Nowadays, the main features of Industry 4.0 are interpreted to the ability of machines to communicate with each other and with a system, increasing the production efficiency and development of the decision-making mechanisms of robots. In these cases, new analytical algorithms of Industry 4.0 are needed. By using deep learning technologies, various industrial challenging problems in Industry 4.0 can be solved. Deep learning provides algorithms that can give better results on datasets owing to hidden layers. In this chapter, deep learning methods used in Industry 4.0 are examined and explained. In addition, data sets, metrics, methods, and tools used in the previous studies are explained. This study can lead to artificial intelligence studies with high potential to accelerate the implementation of Industry 4.0. Therefore, the authors believe that it will be very useful for researchers and practitioners who want to do research on this topic.","PeriodicalId":103338,"journal":{"name":"Handbook of Research on Management and Strategies for Digital Enterprise Transformation","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133278475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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