Title :
Agent/Source Characterization for exploitation of human-generated intelligence
Author :
Steinberg, Alan N.
Author_Institution :
Palm Coast, FL, U.S.A.
Abstract :
Agent/Source Characterization (A/SC) technology is being developed to improve the effective exploitation of human-generated data. This technology is being incorporated into a prototype system for assessing and predicting activity in threat-related social networks. Classical multi-source, multi-target calibration/registration / state estimation methods are applied to the joint characterization of human information sources and their reported target/ situation state estimates/ A Structural Equation Model framework is used to integrate a source agent´s measurement, inference, planning and control processes with ldquoourrdquo independent observations of agent, targets and situations. Human behavior models are embedded in this framework to characterize both human sources and human targets.
Keywords :
artificial intelligence; human factors; inference mechanisms; social sciences; Agent/Source Characterization; Structural Equation Model framework; human behavior models; human information sources; human-generated data; human-generated intelligence; state estimation methods; threat-related social networks; Calibration; Equations; Humans; Intelligent agent; Predictive models; Prototypes; Sensor phenomena and characterization; Sensor systems; Social network services; State estimation; Human Behavior Modeling; Human Error Modeling; MIPC Model; SRK Model; Threat Assessment;
Conference_Titel :
Information Fusion, 2009. FUSION '09. 12th International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
978-0-9824-4380-4