Artificial Intelligence
Case-based reasoning: a computer model of subjective assessment
Case-based reasoning: a computer model of subjective assessment
Case-based reasoning
JAM: a BDI-theoretic mobile agent architecture
Proceedings of the third annual conference on Autonomous Agents
Some contributions to the metatheory of the situation calculus
Journal of the ACM (JACM)
Managing Computer Networks: A Case-Based Reasoning Approach
Managing Computer Networks: A Case-Based Reasoning Approach
Inside Case-Based Reasoning
Capturing a Qualitative Model of NetworkPerformance and Predicting Behavior
Journal of Network and Systems Management
iJADE Web-Miner: An Intelligent Agent Framework for Internet Shopping
IEEE Transactions on Knowledge and Data Engineering
The dMARS Architecture: A Specification of the Distributed Multi-Agent Reasoning System
Autonomous Agents and Multi-Agent Systems
Situation Awareness in Intelligent Agents: Foundations for a Theory of Proactive Agent Behavior
IAT '04 Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology
Using FIPA Agents with Service-Oriented Peer-to-Peer Middleware
MDM '06 Proceedings of the 7th International Conference on Mobile Data Management
MASACAD: A Multiagent-Based Approach to Information Customization
IEEE Intelligent Systems
Automated ontology construction for unstructured text documents
Data & Knowledge Engineering
Ontology-based intelligent healthcare agent and its application to respiratory waveform recognition
Expert Systems with Applications: An International Journal
A genetic fuzzy agent using ontology model for meeting scheduling system
Information Sciences: an International Journal
A framework of cognitive situation modeling and recognition
MILCOM'06 Proceedings of the 2006 IEEE conference on Military communications
Reflective situation management
MILCOM'06 Proceedings of the 2006 IEEE conference on Military communications
A survey and comparison of peer-to-peer overlay network schemes
IEEE Communications Surveys & Tutorials
A fuzzy ontology and its application to news summarization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Event detection and correlation for network environments
IEEE Journal on Selected Areas in Communications
MILCOM'09 Proceedings of the 28th IEEE conference on Military communications
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In this article we discuss the problem of inferring threats in an urban environment, where the knowledge of the environment involves multiple types of intelligence and infrastructure data, and is by nature uncertain or approximate. We use a collection of situation-aware agents to infer potential threats in such environments, where agents are responsible for event correlation and situation assessment. We review the weaknesses of a current approach to threat assessment in Homeland Security and then describe our agent-based approach. The key innovations of our agent-based approach are: an ontological commitment to events and situations, fuzzy event correlation, fuzzy situation assessment, adaptability and learning during threat assessment operations, and an enhancement of traditional belief-desire-intention (BDI) agents with situation awareness. We describe the properties of situation-aware BDI agents and discuss the implementation of them on a variety of BDI agent platforms. Lastly, we discuss the interoperability of these platforms and address the issue of scalability through coupling to large-scale peer-to-peer overlays.