Frontiers of Digital Transformation : Applications of the Real-World Data Circulation Paradigm / edited by Kazuya Takeda, Ichiro Ide, Victor Muhandiki.

Format:

Book

Contributor:

Takeda, Kazuya., Editor.

Ide, Ichiro., Editor.

Muhandiki, Victor., Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Language:

English

Subjects (All):

Application software.

Engineering-Data processing.

Statistics.

Computer and Information Systems Applications.

Data Engineering.

Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

Local Subjects:

Computer and Information Systems Applications.

Data Engineering.

Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

Physical Description:

1 online resource (IX, 239 pages) : 143 illustrations, 105 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2021.

System Details:

text file PDF

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.

Contents:

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.

Other Format:

Printed edition:

ISBN:

978-981-15-1358-9

9789811513589

Access Restriction:

Restricted for use by site license.