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

Ambient intelligence for scientific discovery : foundations, theories, and systems / Yang Cai (ed.). - Berlin ; New York : Springer, ©2005. - 1 online resource (xiv, 310 pages) : illustrations - Lecture notes in computer science, Lecture notes in artificial intelligence 3345. 0302-9743 ; State-of-the-art survey Serienbezeichnung . - Lecture notes in computer science ; 3345. Lecture notes in computer science. Lecture notes in artificial intelligence. Lecture notes in computer science. State-of-the-art survey. .

Includes bibliographical references and index.

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.

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.


9783540322634 3540322639 3540244662 9783540244660

9783540244660 10.1007/b105582 doi

978-3-540-24466-0 Springer


GBA524237 bnb

973491272 DE-101 013131540 Uk

Ubiquitous computing--Congresses.
Informatique omniprésente--Congrès.
COMPUTERS--Machine Theory.
COMPUTERS--Computer Literacy.
COMPUTERS--Information Technology.
COMPUTERS--Data Processing.
COMPUTERS--Computer Science.
Ubiquitous computing.
Ambient Intelligence
Data Mining
Wissenschaftliches Rechnen
Informatique omniprésente.
Intelligence ambiante.
Découverte scientifique.

Ambient intelligence computergrafie computer graphics informatiesystemen information systems internet computers computerwetenschappen computer sciences kunstmatige intelligentie artificial intelligence computernetwerken computer networks databasebeheer database management man-machine interaction gebruikersinterfaces user interfaces Information and Communication Technology (General) Informatie- en communicatietechnologie (algemeen)

Electronic books.
Conference papers and proceedings.
Wien (2004)

QA76.5915 / .S56 2004eb


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