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Ambient Intelligence for Scientific Discovery

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Ambient Intelligence for Scientific Discovery Synopsis

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.

About This Edition

ISBN: 9783540244660
Publication date:
Author: Yang Cai, SIGCHI Group US
Publisher: Springer an imprint of Springer Berlin Heidelberg
Format: Paperback
Pagination: 314 pages
Series: Lecture Notes in Artificial Intelligence
Genres: Artificial intelligence
Human–computer interaction
Network hardware
Graphics programming
Databases
Applied computing