Frontiers of digital transformation : applications of the real-world data circulation paradigm
著者
書誌事項
Frontiers of digital transformation : applications of the real-world data circulation paradigm
Springer, c2021
大学図書館所蔵 全4件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Includes bibliographical references
内容説明・目次
内容説明
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.
目次
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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