Ambient intelligence for scientific discovery : foundations, theories, and systems

著者

書誌事項

Ambient intelligence for scientific discovery : foundations, theories, and systems

Yang Cai (ed.)

(Lecture notes in computer science, 3345 . Lecture notes in artificial intelligence)

Springer, c2005

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注記

"State-of-the-art survey"--Cover

"SIGCHI workshop on 'Ambient intelligence for scientific discovery', held in Vienna, on April 25, 2004"--P. [vii]

Includes bibliographical references and index

内容説明・目次

内容説明

Many difficult scientific discovery tasks can only be solved in interactive ways, by combining intelligent computing techniques with intuitive and adaptive user interfaces. It is inevitable to use human intelligence in scientific discovery systems: human eyes can capture complex patterns and relationships, along with detecting the exceptional cases in a data set; the human brain can easily manipulate perceptions to make decisions. Ambient intelligence is about this kind of ubiquitous and autonomous human interaction with information. Scientific discovery is a process of creative perception and communication, dealing with questions like: how do we significantly reduce information while maintaining meaning, or how do we extract patterns from massive data and growing data resources. Originating from the SIGCHI Workshop on Ambient Intelligence for Scientific Discovery, this state-of-the-art survey is organized in three parts: new paradigms in scientific discovery, ambient cognition, and ambient intelligence systems. Many chapters share common features such as interaction, vision, language, and biomedicine.

目次

New Paradigms in Scientific Discovery.- Science at the Speed of Thought.- Computational Biology and Language.- Interactive Comprehensible Data Mining.- Scientific Discovery Within Data Streams.- Ambient Cognition.- Shape as Memory Storage.- Spatial Cues in 3D Visualization.- Textual Genre Analysis and Identification.- Cognitive Artifacts in Complex Work.- Ambient Intelligence Systems.- Multi-modal Interaction in Biomedicine.- Continuous Body Monitoring.- Ambient Diagnostics.- Wireless Local Area Network Positioning.- Behavior-Based Indoor Navigation.- Ambient Intelligence Through Agile Agents.

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詳細情報

  • NII書誌ID(NCID)
    BA71365874
  • ISBN
    • 3540244662
  • LCCN
    2004117781
  • 出版国コード
    gw
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Berlin
  • ページ数/冊数
    xiv, 310 p.
  • 大きさ
    24 cm
  • 親書誌ID
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