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020 _a9789811513589
024 7 _a10.1007/978-981-15-1358-9
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aTK5105
_b2021 EB
245 0 0 _aFrontiers of Digital Transformation :
_bApplications of the Real-World Data Circulation Paradigm
_cedited by Kazuya Takeda, Ichiro Ide, Victor Muhandiki
250 _aFirst edition 2021
264 1 _aSingapore
_bSpringer International Publising
_c2021
300 _a1 recurso en línea (IX, 239 páginas)
_b143 ilustraciones, 105 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _aarchivo de texto
_bPDF
490 0 _aComputer Science (SpringerNature-11645)
490 0 _aComputer Science (R0) (SpringerNature-43710)
505 0 _aChapter 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.
520 3 _aProposing 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.
988 _aSpringer_Computer_2021
650 7 _2embne
_9145058
_aSistemas de transmisión de datos
700 1 _aTakeda, Kazuya
_eeditor literario
700 1 _aIde, Ichiro
_eeditor literario
700 1 _aMuhandiki, Victor
_eeditor literario
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-15-1358-9
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b02/2022
_dz
_eu
_zSI