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Managing complexity: Towards intelligent error-handling assistance trough interactive alarm flood reduction

: Büttner, Sebastian; Wunderlich, Paul; Heinz, Mario; Niggemann, Oliver; Röcker, Carsten


Holzinger, A. ; International Federation for Information Processing -IFIP-:
Machine Learning and Knowledge Extraction : IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 - September 1, 2017, Proceedings
Cham: Springer International Publishing, 2017 (Lecture Notes in Computer Science 10410)
ISBN: 978-3-319-66807-9 (Print)
ISBN: 978-3-319-66808-6 (Online)
ISBN: 3-319-66807-2
International Cross-Domain Conference (CD-MAKE) <2017, Reggio>
Conference Paper
Fraunhofer IOSB ()

The current trend of integrating machines and factories into cyber-physical systems (CPS) creates an enormous complexity for operators of such systems. Especially the search for the root cause of cascading failures becomes highly time-consuming. Within this paper, we address the question on how to help human users to better and faster understand root causes of such situations. We propose a concept of interactive alarm flood reduction and present the implementation of a first vertical prototype for such a system. We consider this prototype as a first artifact to be discussed by the research community and aim towards an incremental further development of the system in order to support humans in complex error situations.