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Many critical multi-agent applications require flexibility in both, individual and collective agent behavior that cannot be addressed by existing models. An example could be an agent system destined for unexpected situation handling and recovery. The paper proposes a framework to model unexpected and exceptional situations relying on goal-oriented situated planning viewpoint integrating both knowledge-based...
Personalization, a topmost concern of modern recommendation systems (RS), is intended to predict individual motivation of a customer for this or that choice. It depends on many factors forming explicit and implicit decision context. The paper proposes RS personalization technology that focuses on ontology-based extraction of semantically interpretable context of each particular customer's decisions...
The paper considers agent and data mining interaction in ubiquitous environment and analyses some specific, for such environment, knowledge discovery tasks. It focuses on agent-based applications organized as overlay network of autonomous agents set up on top of ubiquitous environment composed overlay network of FIPA compliant P2P agent platform instances set up on top of the P2P communication service...
The paper proposes virtual peer-to-peer (P2P) emulation environment intended for testing and verification of implemented mobile P2P agent applications set up on top of the FIPA compliant distributed P2P Agent Platform. The Agent Platform implements agent interaction environment and operates on top of the nodes of dynamic P2P network. It fully decouples application agent layer from communication layer...
Peer-to-Peer (P2P) computing is a novel computing paradigm receiving ever increasing attention of the research community. It provides new opportunities in design and implementation of large scale intelligent systems satisfying modern requirements to scalability, autonomy, mobility, fault tolerance, etc. This paradigm becomes particularly attractive if it is integrated with multi-agent systems. The...
Peer-to-peer (P2P) computing, a recently developed network architecture for distributed systems, is currently receiving ever increasing attention of both academia and industry. It has become a driving force for many new ideas and opportunities in design and implementation of modern large scale applications composed of highly autonomous entities. Recent efforts intended to integrate multi-agent, service-orients...
The paper addresses a new class of distributed intelligent systems emerging at the cross boundary of a number of new advanced topics of modern information technology, i.e. peer-to-peer systems, multi-agent systems, distributed data mining and classification, service-oriented architectures, etc. The paper objective is, based on proof-of-concept case studies, to emulate and evaluate the service search...
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