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Author
Niels Netten
;
Maarten Van Someren
Title
Automated support for dynamic information distribution in incident management
Type
Conference Article
Year
2006
Publication
Proceedings of ISCRAM 2006 – 3rd International Conference on Information Systems for Crisis Response and Management
Abbreviated Journal
ISCRAM 2006
Volume
Issue
Pages
230-237
Keywords
Artificial intelligence
;
Information systems
;
Adaptive information
;
Automated support
;
Dynamic information
;
Emergency response personnels
;
Group communications
;
Incident Management
;
Machine learning methods
;
Simulated experiments
;
Learning systems
Abstract
For all emergency response personnel involved in crisis situations it is essential to timely acquire all information critical to their task performance. However, in practice errors occur in the distribution of information between these collaborating actors leading to mistakes and subsequently more damage to the situation. In this paper we present a prototype system for dynamic information distribution able to support the information flow between collaborating crisis actors. The system has been evaluated by means of simulated experiments that use data from a real incident scenario. The results indicate that automated support by means of Machine Learning method works well. Especially, when actor work context features are included, then the performance on selecting and distributing relevant information is high. Furthermore, actors acquire relevant information much faster making group communication much more efficient.
Address
Human-Computer Studies Laboratory, Informatics Institute, University of Amsterdam (UvA), Netherlands
Corporate Author
Thesis
Publisher
Royal Flemish Academy of Belgium
Place of Publication
Newark, NJ
Editor
B. Van de Walle, M. Turoff
Language
English
Summary Language
English
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
2411-3387
ISBN
9090206019; 9789090206011
Medium
Track
COMMAND AND CONTROL
Expedition
Conference
3rd International ISCRAM Conference on Information Systems for Crisis Response and Management
Notes
Approved
no
Call Number
Serial
807
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