Autonomous Intelligent Systems: Multi-Agents and Data Mining Second International Workshop, AIS-ADM 2007, St. Petersburg, Russia, June 3-5, 2007. Proceedings /

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 techniqu...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Gorodetsky, Vladimir (Επιμελητής έκδοσης), Zhang, Chengqi (Επιμελητής έκδοσης), Skormin, Victor A. (Επιμελητής έκδοσης), Cao, Longbing (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
Σειρά:Lecture Notes in Computer Science, 4476
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 05958nam a22005895i 4500
001 978-3-540-72839-9
003 DE-He213
005 20151204173549.0
007 cr nn 008mamaa
008 100301s2007 gw | s |||| 0|eng d
020 |a 9783540728399  |9 978-3-540-72839-9 
024 7 |a 10.1007/978-3-540-72839-9  |2 doi 
040 |d GrThAP 
050 4 |a Q334-342 
050 4 |a TJ210.2-211.495 
072 7 |a UYQ  |2 bicssc 
072 7 |a TJFM1  |2 bicssc 
072 7 |a COM004000  |2 bisacsh 
082 0 4 |a 006.3  |2 23 
245 1 0 |a Autonomous Intelligent Systems: Multi-Agents and Data Mining  |h [electronic resource] :  |b Second International Workshop, AIS-ADM 2007, St. Petersburg, Russia, June 3-5, 2007. Proceedings /  |c edited by Vladimir Gorodetsky, Chengqi Zhang, Victor A. Skormin, Longbing Cao. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg,  |c 2007. 
300 |a XIV, 326 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Lecture Notes in Computer Science,  |x 0302-9743 ;  |v 4476 
505 0 |a Invited Talks -- Peer-to-Peer Data Mining, Privacy Issues, and Games -- Ontos Solutions for Semantic Web: Text Mining, Navigation and Analytics -- Robust Agent Communities -- WI Based Multi-aspect Data Analysis in a Brain Informatics Portal -- Agent and Data Mining -- Agent-Mining Interaction: An Emerging Area -- Evaluating Knowledge Intensive Multi-agent Systems -- Towards an Ant System for Autonomous Agents -- Semantic Modelling in Agent-Based Software Development -- Combination Methodologies of Multi-agent Hyper Surface Classifiers: Design and Implementation Issues -- Security in a Mobile Agent Based DDM Infrastructure -- Automatic Extraction of Business Rules to Improve Quality in Planning and Consolidation in Transport Logistics Based on Multi-agent Clustering -- Intelligent Agents for Real Time Data Mining in Telecommunications Networks -- Architecture of Typical Sensor Agent for Learning and Classification Network -- Self-organizing Multi-agent Systems for Data Mining -- Role-Based Decision Mining for Multiagent Emergency Response Management -- Agent Competition and Data Mining -- Virtual Markets: Q-Learning Sellers with Simple State Representation -- Fusion of Dependence Networks in Multi-agent Systems - Application to Support Net-Enabled Littoral Surveillance -- Multi-agent Framework for Simulation of Adaptive Cooperative Defense Against Internet Attacks -- On Competing Agents Consistent with Expert Knowledge -- On-Line Agent Teamwork Training Using Immunological Network Model -- Text Mining, Semantic Web, and Agents -- Combination of Rough Sets and Genetic Algorithms for Text Classification -- Multi-agent Meta-search Engine Based on Domain Ontology -- Efficient Search Technique for Agent-Based P2P Information Retrieval -- Classification of Web Documents Using Concept Extraction from Ontologies -- Emotional Cognitive Agents with Adaptive Ontologies -- Viral Knowledge Acquisition Through Social Networks -- Chinese Weblog Pages Classification Based on Folksonomy and Support Vector Machines. 
520 |a 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. 
650 0 |a Computer science. 
650 0 |a Computer communication systems. 
650 0 |a Database management. 
650 0 |a Information storage and retrieval. 
650 0 |a Artificial intelligence. 
650 1 4 |a Computer Science. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Computer Communication Networks. 
650 2 4 |a Database Management. 
650 2 4 |a Information Storage and Retrieval. 
650 2 4 |a Information Systems Applications (incl. Internet). 
700 1 |a Gorodetsky, Vladimir.  |e editor. 
700 1 |a Zhang, Chengqi.  |e editor. 
700 1 |a Skormin, Victor A.  |e editor. 
700 1 |a Cao, Longbing.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783540728382 
830 0 |a Lecture Notes in Computer Science,  |x 0302-9743 ;  |v 4476 
856 4 0 |u http://dx.doi.org/10.1007/978-3-540-72839-9  |z Full Text via HEAL-Link 
912 |a ZDB-2-SCS 
912 |a ZDB-2-LNC 
950 |a Computer Science (Springer-11645)