This edited book reports on the state-of-the-art research and development progress in promoting the synergism of two cutting-edge technologies – agents anddata mining. The volume presents the methodologies, algorithms and systems that integrate these two technologies. The text highlights: basic concepts and techniques in agents-data mining interaction and integration, techniques to build data mining systems from agent perspectives, and the advantages of this approach, how to enhance agents capabilities through data mining, efficient and effective ways to integrate agents and data mining techniques, case studies demonstrating the mutual enhancement of the integration, theoretical and applied problems arising at the cross boundary of multi-agent, data mining and KDD technologies and new problems, challenges, and their impact on the future trends in these areas and in information technology as a whole. Addresses the merge between two scientific areas: agents and data mining Includes methodologies, techniques, algorithms, and systems Real-life applications and systems of agentsProvides new domain problems and knowledge for further research and development Written by leading researchers in this area
- ISBN: 978-1-4419-0521-5
- Editorial: Springer
- Encuadernacion: Cartoné
- Páginas: 320
- Fecha Publicación: 01/08/2009
- Nº Volúmenes: 1
- Idioma: Inglés