Frontiers of digital transformation : applications of the real-world data circulation paradigm / Kazuya Takeda, Ichiro Ide, Victor Muhandiki, editors.
Takeda, Kazuya, 1960- editor.; Ide, Ichiro, editor.; Muhandiki, Victor, editor.
2021
TK5105 .F76 2021
Available Online

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Title Frontiers of digital transformation : applications of the real-world data circulation paradigm / Kazuya Takeda, Ichiro Ide, Victor Muhandiki, editors.
ISBN 9789811513589 (electronic bk.)
9811513589 (electronic bk.)
9789811513572
DOI https://doi.org/10.1007/978-981-15-1358-9
Published Singapore : Springer, [2021]
Copyright ©2021
Language English
Description 1 online resource (ix, 239 pages) : illustrations (chiefly color)
Other Standard Identifiers 10.1007/978-981-15-1358-9 doi
Call Number TK5105 .F76 2021
Dewey Decimal Classification 004.6
Summary Proposing the concept of real-world data circulation (RWDC), this book presents various practical and industry-related studies in human, mechanical, and social data domains. RWDC is a new field of study, established by the information technology (IT) community. In the real world, the speed of data transmission between computers surpassed that of human communications long ago and has since expanded exponentially. As a result, the origin of the majority of data has become non-human, mechanical, or natural sources; in fact, humans are merely the source of a small part of the current data explosion. Such expanding data transmission does not simply consist of single source-destination pairs, but actually circulates over a complex network connecting numerous sources and destinations. Such circulation is an important aspect of the underlying systems. Based on this concept, in order to tame and control the massive amount of data originating from non-human sources, the authors have been considering the insertion of acquisition, analysis, and implementation processes in the flow of data circulation. This book introduces the outcome of the RWDC degree program organized at Nagoya University, Japan, collecting contributions from graduate students enrolled in the program from various research fields targeting diverse applications. Through examples of RWDC, the resulting creation of social value is illustrated. This book will be useful not only for those working on the topics discussed, but also to anyone who is interested in RWDC, digital transformation, and Industry 4.0.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed June 9, 2021).
Added Author Takeda, Kazuya, 1960- editor.
Ide, Ichiro, editor.
Muhandiki, Victor, editor.
Available in Other Form Print version: 9789811513572
Print version: 9789811513596
Print version: 9789811513602
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Chapter 1: Introduction to the Real-World Data Circulation Paradigm
Chapter 2: A study on environmental sound modeling based on deep learning
Chapter 3: A study on utilization of prior knowledge in underdetermined source separation and its application
Chapter 4: A study on recognition of students' multiple mental states during discussion using multimodal data
Chapter 5: Towards practically applicable quantitative information flow analysis
Chapter 6: Research on high-performance high-precision elliptical vibration cutting
Chapter 7: A study on efficient light field coding
Chapter 8: Point cloud compression for 3D LiDAR sensor
Chapter 9: Integrated planner for autonomous driving in urban environments including driving intention estimation
Chapter 10: Direct numerical simulation on turbulent/non-turbulent interface in compressible turbulent boundary layers
Chapter 11: Efficient text autocompletion for online services
Chapter 12: Coordination analysis and term correction for statutory sentences using machine learning
Chapter 13: Research of ICT utilization for consideration of town scape
Chapter 14: Measuring efficiency and productivity of Japanese manufacturing industry considering spatial interdependence of production activities.

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