Chance Discoveries in Real World Decision Making Data-based Interact

For this book, the editors invited and called for contributions from indispensable research areas relevant to "chance discovery," which has been defined as the discovery of events significant for making a decision, and studied since 2000. From respective

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#HANGEÈ$ISCOVERIESÈ INÈ2EALÈ7ORLDÈÈ $ECISIONÈ-AKING $ATA BASEDÈ)NTERACTIONÈÈ OFÈ(UMANÈ)NTELLIGENCEÈÈ ANDÈ!RTIlCIALÈ)NTELLIGENCE



Yukio Ohsawa, Shusaku Tsumoto (Eds.) Chance Discoveries in Real World Decision Making

Studies in Computational Intelligence, Volume 30 Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences  ul. Newelska 6 01-447 Warsaw Poland E-mail: [email protected]

Further volumes of this series can be found on our homepage: springer.com

Vol. 22. N. Nedjah, E. Alba, L. de Macedo Mourelle (Eds.) Parallel Evolutionary Computations, 2006 ISBN 3-540-32837-8

Vol. 13. Nadia Nedjah, Ajith Abraham, Luiza de Macedo Mourelle (Eds.) Genetic Systems Programming, 2006 ISBN 3-540-29849-5

Algorithmic Techniques for Data Mining, 2006

Vol. 14. Spiros Sirmakessis (Ed.)

Vol. 24. Alakananda Bhattacharya, Amit Konar, Ajit K. Mandal

Adaptive and Personalized Semantic Web, 2006 ISBN 3-540-30605-6 Vol. 15. Lei Zhi Chen, Sing Kiong Nguang, Xiao Dong Chen

Modelling and Optimization of Biotechnological Processes, 2006

Vol. 23. M. Last, Z. Volkovich, A. Kandel (Eds.) ISBN 3-540-33880-2

Parallel and Distributed Logic Programming, 2006 ISBN 3-540-33458-0 Vol. 25. Zoltá n É sik, Carlos Martín-Vide, Victor Mitrana (Eds.)

ISBN 3-540-30634-X

Recent Advances in Formal Languages and Applications, 2006

Vol. 16. Yaochu Jin (Ed.)

ISBN 3-540-33460-2

Multi-Objective Machine Learning, 2006 ISBN 3-540-30676-5 Vol. 17. Te-Ming Huang, Vojislav Kecman, Ivica Kopriva

Kernel Based Algorithms for Mining Huge Data Sets, 2006 ISBN 3-540-31681-7 Vol. 18. Chang Wook Ahn

Advances in Evolutionary Algorithms, 2006 ISBN 3-540-31758-9 Vol. 19. Ajita Ichalkaranje, Nikhil Ichalkaranje, Lakhmi C. Jain (Eds.)

Intelligent Paradigms for Assistive and Preventive Healthcare, 2006 ISBN 3-540-31762-7 Vol. 20. Wojciech Penczek, Agata Póárola

Advances in Verification of Time Petri Nets and Timed Automata, 2006 ISBN 3-540-32869-6 Vol. 21. Câ ndida Ferreira

Gene Expression on Programming: Mathematical Modeling by an Artificial Intelligence, 2006 ISBN 3-540-32796-7

Vol. 26. Nadia Nedjah, Luiza de Macedo Mourelle (Eds.) Swarm Intelligent Systems, 2006 ISBN 3-540-33868-3 Vol. 27. Vassilis G. Kaburlasos

Towards a Unified Modeling and KnowledgeRepresentation based on Lattice Theory, 2006 ISBN 3-540-34169-2 Vol. 28. Brahim Chaib-draa, Jö rg P. Mü ller (Eds.) Multiagent based Supply Chain Management, 2006 ISBN 3-540-33875-6 Vol. 29. Sai Sumathi, S.N. Sivanandam

Introduction to Data Mining and its Application, 2006 ISBN 3-540-34350-4 Vol. 30. Yukio Ohsawa, Shusaku Tsumoto (Eds.)

Chance Discoveries in Real World Decision Making, 2006 ISBN 3-540-34352-0

Yukio Ohsawa Shusaku Tsumoto (Eds.)

Chance Discoveries in Real World Decision Making Data-based Interaction of Human Intelligence and Artificial Intelligence With 161 Figures and 46 Tables

123

Prof. Dr. Yukio Ohsawa Graduate School of Engineering The University of Tokyo 7-3-1 Hongo, Bunkyo-Ku Tokyo 113-8656 Japan E-mail: [email protected].