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001437062 001__ 1437062
001437062 003__ OCoLC
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001437062 020__ $$a9789811513589$$q(electronic bk.)
001437062 020__ $$a9811513589$$q(electronic bk.)
001437062 020__ $$z9789811513572
001437062 0247_ $$a10.1007/978-981-15-1358-9$$2doi
001437062 035__ $$aSP(OCoLC)1253579638
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001437062 049__ $$aISEA
001437062 050_4 $$aTK5105$$b.F76 2021
001437062 08204 $$a004.6$$223
001437062 24500 $$aFrontiers of digital transformation :$$bapplications of the real-world data circulation paradigm /$$cKazuya Takeda, Ichiro Ide, Victor Muhandiki, editors.
001437062 264_1 $$aSingapore :$$bSpringer,$$c[2021]
001437062 264_4 $$c©2021
001437062 300__ $$a1 online resource (ix, 239 pages) :$$billustrations (chiefly color)
001437062 336__ $$atext$$btxt$$2rdacontent
001437062 337__ $$acomputer$$bc$$2rdamedia
001437062 338__ $$aonline resource$$bcr$$2rdacarrier
001437062 5050_ $$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.
001437062 506__ $$aAccess limited to authorized users.
001437062 520__ $$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.
001437062 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed June 9, 2021).
001437062 650_0 $$aData transmission systems.
001437062 655_0 $$aElectronic books.
001437062 7001_ $$aTakeda, Kazuya,$$d1960-$$eeditor.
001437062 7001_ $$aIde, Ichiro,$$eeditor.
001437062 7001_ $$aMuhandiki, Victor,$$eeditor.
001437062 77608 $$iPrint version:$$z9789811513572
001437062 77608 $$iPrint version:$$z9789811513596
001437062 77608 $$iPrint version:$$z9789811513602
001437062 852__ $$bebk
001437062 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-15-1358-9$$zOnline Access$$91397441.1
001437062 909CO $$ooai:library.usi.edu:1437062$$pGLOBAL_SET
001437062 980__ $$aBIB
001437062 980__ $$aEBOOK
001437062 982__ $$aEbook
001437062 983__ $$aOnline
001437062 994__ $$a92$$bISE