Title :
Automated support for intelligence in asymmetric operations: Requirements and experimental results
Author :
Biermann, Joachim ; Hörling, Pontus ; Snidaro, Lauro
Author_Institution :
Dept. for Sensor Data & Inf. Fusion, FGAN-FKIE, Wachtberg, Germany
Abstract :
This paper presents some findings of the NATO RTO Task Group on information fusion in asymmetric operations. It briefly describes the functional processing steps in military intelligence presenting the underlying aspects of information processing and fusion and revealing main challenges for automatic support of the required functionalities. The extraction and structuring of relevant information from unstructured text documents is shown to be one of the fundamental features where human operators need assistance. As an example of the state of the art the interactive tools PARANOID and CoALA are presented. They provide the basic information and knowledge structure for all subsequent information processing like link analysis and social network analysis. The use and benefit of CoALA will be illustrated by results from a military experiment. Finally, with respect to further research, open questions and new approaches for the support of intelligence production are discussed concerning automatic information structuring and discovery as well as pattern and behaviour based threat assessment.
Keywords :
information analysis; military computing; asymmetric operations intelligence; automated support; functional processing steps; information extraction; information fusion; information processing; information structuring; interactive tools; link analysis; social network analysis; unstructured text documents; Automation; Data mining; Information analysis; Information processing; Information systems; Intelligent sensors; Intelligent structures; Sensor fusion; Sensor systems; Social network services; Information extraction; collation; indicator; intelligence; link-analysis; modelling; reasoning; risk; social networks; structure discovery;
Conference_Titel :
Information Fusion, 2009. FUSION '09. 12th International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
978-0-9824-4380-4