Title :
Predictive modeling of interacting agents
Author_Institution :
Independent Consultant, Bethesda, MD, USA
Abstract :
A model for characterizing communications behaviors has been generalized to a probabilistic model for intentional behavior. Responsive actions are decomposed into measurement, inference, planning and control components) and are predicted as a function of the estimated capability, opportunity and intent of given agents to perform such component actions. This representational scheme enables the generation of process models for predicting capabilities development (technical intelligence) and tactical operations (operational intelligence).
Keywords :
artificial intelligence; sensor fusion; interacting agents; operational intelligence; predictive modeling; technical intelligence; AC generators; Communication networks; Communication system control; Information systems; Intelligent agent; Pattern recognition; Performance evaluation; Predictive models; State estimation; Time measurement;
Conference_Titel :
Information Fusion, 2007 10th International Conference on
Conference_Location :
Quebec, Que.
Print_ISBN :
978-0-662-45804-3
Electronic_ISBN :
978-0-662-45804-3
DOI :
10.1109/ICIF.2007.4407979
