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Author AIS-ADM 2007 (2007 : Saint Petersburg, Russia)

Title Autonomous intelligent systems : agents and data mining : second international workshop, AIS-ADM 2007, St. Petersburg, Russia, June 3-5, 2007 : proceedings / Vladimir Gorodetsky [and others] (eds.)
Published Berlin ; New York : Springer, ©2007


Description 1 online resource (xiii, 321 pages) : illustrations
Series Lecture notes in computer science, 0302-9743 ; 4476. Lecture notes in artificial intelligence
Lecture notes in computer science ; 4476.
Lecture notes in computer science. Lecture notes in artificial intelligence
Contents Invited talks -- Agent and data mining -- Agent competition and data mining -- Text mining, Semantic Web, and agents
Summary Since early 1990, multi-agent systems (MAS), data mining, and knowledge d- covery (KDD) have remained areas of high interest in the research and - velopment of intelligent information technologies. Indeed, MAS o?ers powerful metaphors for information system conceptualization, a range of new techniques, and technologies speci?cally focused on the design and implementation of lar- scale open distributed intelligent systems. KDD also provides intelligent inf- mation technology with powerful ideas, algorithms, and software means to help cope with the main problem of arti?cial intelligence, formulated in the we- known question "Where does the knowledge come from?", thus actually making modern applications intelligent and adaptive. The evident recent trend in both science and industry is to integrate and take advantage of both technologies. The existing experience with combined application of multi-agent technology to design architectures of distributed ( - erarchical and peer-to-peer) data mining and KDD systems, as well as the u- lization of data mining and KDD achievements to provide enhanced intelligence of MAS, con?rms the fact that both technologies are capable of mutual enri- ment and their integrateduse may result in intelligent information systems with new emergent properties. The 1st International Workshop "Autonomous Int- ligent Systems: Agents and Data Mining" (AIS-ADM 2005, June 6-8, 2005, St. Petersburg, Russia) was a response to the aforementioned trend. It con?rmed the interest of academic and industry communities in advancing the e?orts to integrate achievements in MAS and KDD, thus resulting in a new dimension and further progress in intelligent information technology
Analysis informatieontsluiting
information retrieval
information storage
information systems
computer sciences
kunstmatige intelligentie
artificial intelligence
computer networks
database management
Information and Communication Technology (General)
Informatie- en communicatietechnologie (algemeen)
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Intelligent agents (Computer software) -- Congresses
Data mining -- Congresses
COMPUTERS -- Enterprise Applications -- Business Intelligence Tools.
COMPUTERS -- Intelligence (AI) & Semantics.
Intelligent agents (Computer software)
Data mining.
Data mining.
Intelligent agents (Computer software)
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Gorodetski, Vladimir I., 1937-
ISBN 9783540728399
Other Titles Agents and data mining
AIS-ADM 2007