Constructing Intelligent Agents Using Java
Joseph P. Bigus, Jennifer Bigus
Résumé
Joseph and Jennifer Bigus update and significantly expand their book on building intelligent Web-based applications using Java. Geared to network programmers or Web developers who have previously programmed agents in Smalltalk or C++, this practical book explains in detail how to construct agents capable of learning and competing, including both design principles and actual code for personal agents, network or Web agents, multi-agent systems and commercial agents. New and revised coverage includes agent tools, agent uses for Web applications (including personalization, cross-selling, and e-commerce), and additional AI technologies such as fuzzy logic and genetic algorithms.
- Acknowledgements.
- About the Authors.
- Foreword to the Second Edition.
- Preface.
- Artificial Intelligence.
- Problem Solving Using Search.
- Knowledge Representation.
- Reasoning Systems.
- Learning Systems.
- Agents and Multi-Agent Systems.
- Intelligent Agent Framework
- Personal Agent Manager Application.
- InfoFilter Application.
- MarketPlace Application.
- Java-Based Agent Environments.
- Bibliography.
- Appendix A: Bugs and Plants Rule Bases.
- Appendix B: Training Data Sets.
- Appendix C: The CD-ROM.
L'auteur - Joseph P. Bigus
Dr. Joseph P. Bigus is a senior technical staff member at the IBM T. J. Watson Research Center where he is the project leader on the ABLE research project. He is a member of the IBM Academy of Technology and an IBM Master Inventor, with over 20 U.S. patents on neural networks, data mining, and agent technologies. Joe was an architect of the IBM Neural Network Utility and Intelligent Miner for Data products. He received his M.S. and Ph.D. degrees in Computer Science from Lehigh University, and a B.S. in Computer Science from Villanova University. Joe has authored two books, Data Mining with Neural Networks (McGraw-Hill, 1996) and Constructing Intelligent Agents with Java (John Wiley & Sons, 1998). Dr. Bigus's current research interests include learning algorithms, intelligent agents, and multiagent teams and their applications to systems management, e-commerce, and knowledge management.
L'auteur - Jennifer Bigus
Jennifer Bigus is the principal consultant at Bigus Technologies Inc., where she designs and develops Java and e-business applications. She has over 20 years of experience in the computer industry, ranging from teaching business data processing on mainframe computers to programming embedded microprocessors, to providing e-business consulting services. She was a team leader for the first release of Java on the AS/400 System and wrote the initial whitepaper on Java for the AS/400. She has spoken at a number of AS/400 conferences and user-group meetings and co-authored the IBM redbook, Introduction to Enterprise JavaBeans for the AS1400 System. She has an M. S. degree in Computer Science from Lehigh University and a B.S. degree in Computer Science from Winona State University.
Caractéristiques techniques
| PAPIER | |
| Éditeur(s) | Wiley |
| Auteur(s) | Joseph P. Bigus, Jennifer Bigus |
| Parution | 01/04/2001 |
| Nb. de pages | 408 |
| Format | 19 x 23,5 |
| Couverture | Broché |
| Poids | 760g |
| Intérieur | Noir et Blanc |
| EAN13 | 9780471396017 |
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