Interactive Collaborative Information Systems

Name: Interactive Collaborative Information Systems
Brand: Robert Babuska, Frans C.A. Groen
SKU: 69567252
Price: 165.03 EUR
Availability: InStock

von Robert Babuska, Frans C.A. Groen Verlag: Springer Berlin,

2010 - Erschienen 2010.

Gepflegter, sauberer Zustand. 6956725/2

information system, learning, uncertainty, complexity, algorithms, modeling, decision support system, cognition, expert system, reinforcement learning, agent technology, intelligence, artificial intelligence, Bayesian network, machine learning,

Produktart:: 📚 Bücher
Autor(en):: Babuska, Robert und Frans C.A. Groen:
Anbieter:: Buchpark GmbH
Bestell-Nr.:: 69567252
Katalog:: Varia
ISBN | EAN:: 3642116876 | 9783642116872
Stichworte:: learning, uncertainty, complexity, algorithms, modeling, decision, support, cognition, expert, reinforcement, agent, technology, intelligence, artificial, Bayesian, network, machine…
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Verlagstext

The increasing complexity of our world demands new perspectives on the role of technology in decision making. Human decision making has its li- tations in terms of information-processing capacity. We need new technology to cope with the increasingly complex and information-rich nature of our modern society. This is particularly true for critical environments such as crisis management and tra?c management, where humans need to engage in close collaborations with arti?cial systems to observe and understand the situation and respond in a sensible way. We believe that close collaborations between humans and arti?cial systems will become essential and that the importance of research into Interactive Collaborative Information Systems (ICIS) is self-evident. Developments in information and communication technology have ra- cally changed our working environments. The vast amount of information available nowadays and the wirelessly networked nature of our modern so- ety open up new opportunities to handle di?cult decision-making situations such as computer-supported situation assessment and distributed decision making. To make good use of these new possibilities, we need to update our traditional views on the role and capabilities of information systems. The aim of the Interactive Collaborative Information Systems project is to develop techniques that support humans in complex information en- ronments and that facilitate distributed decision-making capabilities. ICIS emphasizes the importance of building actor-agent communities: close c- laborations between human and arti?cial actors that highlight their comp- mentary capabilities, and in which task distribution is ?exible and adaptive.