[1]LI Xi-ning,Guillaume Autran.Dispatching mobile Agents for DDM applications s[J].CAAI Transactions on Intelligent Systems,2008,3(2):181-187.
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Dispatching mobile Agents for DDM applications s

CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume: 3 Number of periods: 2008 2 Page number: 181-187 Column: 学术论文—人工智能基础 Public date: 2008-04-25
Title:
Dispatching mobile Agents for DDM applications s
Author(s):
LI Xi-ning1; 2; Guillaume Autran1
1. Department of Computing and Information Science, University of Guelph, Guelph， Ontario，N1G 2W1，Canada;
2.State Key Laboratory of Novel Software Technology, Nanjing Univer sity，Nanjing 210093,China
Keywords:
mobile Agent;  distributed data mining;  service discovery;  database service
CLC:
TN253
DOI:
-
Abstract:
Techniques for mining information from distributed data sources accessible over the Internet are a growing area of research. The mobile Agent paradigm opens a new door for distributed data mining and knowledge discovery applications. In this paper we present the design of a mobile agent system which couples service discovery, using a logical language based application programming interface, and database access. Combining mobility with database access provides a means to create more efficient data mining applications. The processing of data is moved to network wide data locations instead of the traditional approach of bringing huge amount of data to the processing location. Our proposal aims at implementing system tools that will enable intelligent mobile Agents to roam the Internet searching for distributed data services. Agents access the data, discover patterns, extract useful information from facts recorded in the databases, then communicate local results back to the user. The user then generates a global data model through the aggregation of results provided by all Agents. This overcomes barriers posed by network congestion, poor security, and unreliability.
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