Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4476)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: AIS-ADM 2007.
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About this book
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.
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Table of contents (27 papers)
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Front Matter
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Agent and Data Mining
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Agent Competition and Data Mining
Other volumes
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Autonomous Intelligent Systems: Multi-Agents and Data Mining
Bibliographic Information
Book Title: Autonomous Intelligent Systems: Multi-Agents and Data Mining
Book Subtitle: Second International Workshop, AIS-ADM 2007, St. Petersburg, Russia, June 3-5, 2007, Proceedings
Editors: Vladimir Gorodetsky, Chengqi Zhang, Victor A. Skormin, Longbing Cao
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-540-72839-9
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2007
Softcover ISBN: 978-3-540-72838-2Published: 25 May 2007
eBook ISBN: 978-3-540-72839-9Published: 23 July 2007
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIV, 326
Topics: Artificial Intelligence, Computer Communication Networks, Database Management, Information Storage and Retrieval, Information Systems Applications (incl. Internet)