CDDM 2007
2nd International Workshop on Chance Discovery & Data Mining
CDDM 2007 Call For Paper
CDDM07 is aimed at tuning the state of two core technologies of data based support of human activitied. One is data ming for the discovery of novel, useful, and nontrivial knowledge. The other is chance discovery, i.e., computational methods for the discovery of, and human cognition of events significant for decision making.
Chance discovery has been initiated as conference sessions in 2000, and as publications of books and journal issues. A chance might be a rare event providing opportunities or risks for human life. Noticing such an event is described as discovery of a chance. Contributiors so far to chance discovery has been the mixture of researchers in artificial intelligence, social science, and cognitive science because human's and humans' cognition of chances aided by the machine visualization of data have been integrated for realizing chance discovery.
After the six years, publishing six books and seven special issues of journals, we are at a time to feedback our lessons in chance discovery, to the original goal of knowledge discovery and data mining. Although knowledge discovery aims at more general patterns than a temporary event, we can extend the ripen fruits of/to each other and expect the new birth of novel, useful, and nontrivial technologies.
Topics: 1. Chance discovery and scenario planning 2. Knowledge discovery and data mining 3. Data visualization 4. Semi-structured data 5. Technical map of data mining 6. Text mining 7. Applications of data/text mining/visualization to chance discovery 8. Discovery of unknown events 9. Pattern recognition 10. Prediction of future trends 11. Probabilistic/abductive reasoning 12. Rough set and other theories for data analysis 13. Statistic theories on dynamic environment 14. Complex/dynamic systems 15. Representation of knowledge and uncertainty 16. Decision support systems 17. Social intelligence and its design 18. Human and group cognition of new patterns and events 19. Philosophies for innovation 20. Cognitive sciences on creativity 21. Support systems for design and marketing 22. Design of social systems 23. Applications of techniques above, e.g., to marketing and product designs
Important Dates:
Paper Submission Deadline: 4/18/2007 Review Result Notification: 5/10/2007 Invitational Letters sent to invited authors: 5/10/2007 Invited Papers Due: 6/10/2007 Final Camera-Ready Papers Due: 6/10/2007 Deadline for Authors, Both Accepted and
Invited, to Register and to Submit the Minimum Publication Fee/Registration Deposit or Early Discounted Registration Fees: 6/10/2007
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