Artificial Intelligence in Theory and Practice II: IFIP 20th by Max Bramer

By Max Bramer

This ebook constitutes the refereed lawsuits of the IFIP TC 12 man made Intelligence Stream held on the twentieth global computing device Congress in Milano, Italy, September 7-10, 2008.

The IFIP sequence publishes state of the art leads to the sciences and applied sciences of knowledge and verbal exchange. The scope of the sequence contains: foundations of laptop technological know-how; software program thought and perform; schooling; machine purposes in know-how; conversation platforms; structures modeling and optimization; details structures; desktops and society; computers know-how; protection and safety in info processing structures; man made intelligence; and human-computer interplay. complaints and post-proceedings of refereed overseas meetings in machine technology and interdisciplinary fields are featured. those effects usually precede magazine booklet and symbolize the most up-tp-date study. The valuable target of the IFIP sequence is to motivate schooling and the dissemination and alternate of knowledge approximately all points of computing.

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Extra info for Artificial Intelligence in Theory and Practice II: IFIP 20th World Computer Congress, TC 12: IFIP AI 2008 Stream, September 7-10, 2008, Milano, Italy (IFIP ... and Communication Technology) (No. II)

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Bench Mark: It is a bench mark algorithm against which the identified Meta ARM algorithms were to be compared. Full details of the Meta ARM algorithms can be found in Albashiri et al. ([14]). Note that the overview given here is in the context of MADM (Multi-Agent Data Mining) whereas the original algorithms proposed by Albashiri et al. did not operate in an agent context. 4 Meta ARM Model In order to demonstrate the feasibility of our EMADS vision a peer to peer agentbased framework has been designed and implemented, which uses a broker mediatedbased architectural model [15].

At this point will be analyzed only which kind of organizations are supported, the other specific characteristics of the organizations will be analyzed in the following categories. Support for the integration with services. Some MAS software engineering has been expanded to the integration with services [8]. At this point is interesting to analyze which kind of integration is supported by the approach (agents invoke services, services invoke agents or bidirectional) and the mechanisms used to facilitate the integration.

The DF (Directory Facilitator) provides a Yellow Pages service by means of which an agent can find other agents providing the services required in order to achieve its goals. All Routine communication and registration are managed by these JADE agents. Data mining tasks are managed through the P2P model by the other agents. Fig. 1. Meta ARM Model Architecture In this framework, agents are responsible for accessing local data sources and for collaborative data analysis. The architecture includes: (i) data mining agents, (ii) data agents, (iii) task agents, (iv) user agents, and (v) mediators (JADE agents) for agents coordination.

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