Towards enhancing of situational awareness for cognitive software agents

Tropmann-Frick, Marina; Clemen, Thomas

Publisher URL:	http://nbn-resolving.de/urn:nbn:de:0074-2542-0 https://ceur-ws.org/Vol-2542/MOD-KI7.pdf
Title:	Towards enhancing of situational awareness for cognitive software agents
Language:	English
Authors:	Tropmann-Frick, Marina Clemen, Thomas
Editor:	Michael, Judith Bork, Dominik
Keywords:	Agent-based modeling; data science; cognitive processes
Issue Date:	18-Feb-2020
Publisher:	RWTH Aachen
Part of Series:	Modellierung-C 2020: Modellierung 2020 short, workshop and tools & demo papers : companion proceedings of Modellierung 2020 short, workshop and tools & demo papers, co-located with Modellierung 2020 : Vienna, Austria, February 19-21, 2020
Journal or Series Name:	CEUR workshop proceedings
Volume:	2542
Startpage:	178
Endpage:	184
Conference:	Modellierung : Gesellschaft für Informatik 2020
Abstract:	Software agents have gained increasing attention in the field of creating digital twins of physical, biological, and human entities. The processing of sensory inputs, individual perception, and the selection of suitable actions are essential processes in here, and agent-based frameworks can be utilized for supporting the design, the implementation, and the test. This paper reflects a work-in-progress project at an early stage. However, a conceptual model is presented for an analytical situation awareness component combining agent-based approach and data science algorithms.
URI:	http://hdl.handle.net/20.500.12738/5048
ISSN:	1613-0073
Review status:	This version was reviewed (alternative review procedure)
Institute:	Department Informatik Fakultät Technik und Informatik
Type:	Chapter/Article (Proceedings)
Appears in Collections:	Publications without full text