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Considerations for enhancing situation assessment through multi-level fusion of hard and soft data

: Garcia, J.; Rein, K.; Biermannn, J.; Krenc, K.; Snidaro, L.

Institute of Electrical and Electronics Engineers -IEEE-; International Society of Information Fusion -ISIF-; IEEE Aerospace and Electronic Systems Society -AESS-:
19th International Conference on Information Fusion, FUSION 2016. Proceedings : Heidelberg, 5-8 July 2016
Piscataway, NJ: IEEE, 2016
ISBN: 978-0-9964-5274-8
ISBN: 978-1-5090-2012-6
International Conference on Information Fusion (FUSION) <19, 2016, Heidelberg>
Conference Paper
Fraunhofer FKIE ()

This paper presents several lessons learned from the ongoing work of NATO IST-132 RTG-063 which is focused on data and information fusion incorporating structured and unstructured human generated information with device-generated data. Recommendations for the synergic information processing between low and high level fusion applications using soft and hard data will be discussed. A second topic of discussion is domain and threat modelling that takes into account the dimensions of low- and high-level fusion and hard and soft data. These aspects will be discussed using the experience gained in a small live experiment conducted by the Task Group.