Completely Agent-based Approach for Information Gathering on a Distributed and Heterogeneous Environment
نویسندگان
چکیده
In this paper, we propose a completely agent-based approach for Information Gathering on a information network with a large number of distributed heterogeneous sources, such as Internet. Locating and accessing information in such a large distributed system which changes dynamically is challenging and is most suitable for agent-based solutions. As one agent cannot have all the necessary knowledge to solve all the tasks alone, it asks for cooperation to other agents which have speci c domain of expertise. We rst propose a CAS model to express a Society of Cooperative Agents, then review the drawbacks of existing nonagent and partially agent-based solutions for locating information on Internet. Finally, we explain how our completely agent-based solution based on the proposed CAS model overcomes the weak points of the existing approaches. keywords| Society of Agents, Information Gathering, Distributed Heterogeneous Information Network, Internet
منابع مشابه
A society of cooperative agents on the information network: towards intelligent information gathering
In this paper, we propose a completely agent-based approach for Information Gathering on information network with a large number of distributed heterogeneous sources, such as Internet. Locating and accessing information in such a large distributed system which changes dynamically is challenging. Agentbased solution is most suitable in such situation. We rst review the drawbacks of existing non-...
متن کاملAdaptive Distributed Consensus Control for a Class of Heterogeneous and Uncertain Nonlinear Multi-Agent Systems
This paper has been devoted to the design of a distributed consensus control for a class of uncertain nonlinear multi-agent systems in the strict-feedback form. The communication between the agents has been described by a directed graph. Radial-basis function neural networks have been used for the approximation of the uncertain and heterogeneous dynamics of the followers as well as the effect o...
متن کاملMultimedia Information Gathering Based on a Society of Cooperative Agents
Information is useless if it cannot be located. This task is becoming more complex with the explosion in the amount of electronically available information. Further, in order to take advantage of the expressiveness of multimedia information, the existing information system need to extend its processing, storage and retrieval capabilities to include the new media types like image, audio, and vid...
متن کاملA multi agent method for cell formation with uncertain situation, based on information theory
This paper assumes the cell formation problem as a distributed decision network. It proposes an approach based on application and extension of information theory concepts, in order to analyze informational complexity in an agent- based system, due to interdependence between agents. Based on this approach, new quantitative concepts and definitions are proposed in order to measure the amount of t...
متن کاملCooperative Information Gathering : A Distributed Problem Solving
With the proliferation of electronically available information, an additional burden has been placed on the implementors of information gathering (IG) systems. The set of data that represents the best response to a query may be the aggregation of data acquired from distributed, heterogeneous information sources. In such environments, we distinguish between two approaches to the problem of infor...
متن کامل