A number of urgent problems are rising to human life: The attack of terrorists is hard to predict, due to the hidden leaderships. New diseases are hard to extinguish, due to their new causes. Products may be shortly abandoned, due to the appearance of new desires.
A common feature of recent socially high-impact problems, such as detecting the causal virus of SARS, is that they are open to multiple scientific domains. In order to respond to this social requirement, this book collects selected papers by authors for CODATA 2006, which are relevant to the discoveries of knowledge, risk, and opportunities by combining data from multiple disciplines.
By presenting papers in this book, we aim at urging the development of data-based methods and methodologies for interdisciplinary and creative communications for solving emerging social problems. The reader shall view the direction to combine three methodological frameworks: data mining, data sharing, and communication in the contexts of sciences and businesses.
Author(s): Lorenzo Magnani, Emanuele Bardone (auth.), Shuichi Iwata, Yukio Ohsawa, Shusaku Tsumoto, Ning Zhong, Yong Shi, Lorenzo Magnani (eds.)
Series: Studies in Computational Intelligence 123
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2008
Language: English
Pages: 340
Tags: Appl.Mathematics/Computational Methods of Engineering; Artificial Intelligence (incl. Robotics)
Front Matter....Pages I-XIII
Sharing Representations and Creating Chances through Cognitive Niche Construction. The Role of Affordances and Abduction....Pages 3-40
Discovering and Communicating through Multimodal Abduction....Pages 41-62
Augmented Analytical Exploitation of a Scientific Forum....Pages 65-79
Multi-Data Mining for Understanding Leadership Behavior....Pages 81-94
Discussion Visualization on a Bulletin Board System....Pages 95-109
Design of BBS with Visual Representation for Online Data Analysis....Pages 111-126
A Study on Web Clustering with Respect to XiangShan Science Conference....Pages 127-136
A Multilevel Integration Approach for E-Finance Portal Development....Pages 139-155
Integrated Design Framework for Embedded GUI System....Pages 157-170
A Unified Probabilistic Inference Model for Targeted Marketing....Pages 171-186
Computational Methods for Discoveries from Integrated Data - Human-Interactive Annealing for Multilateral Observation....Pages 187-203
Human-Interactive Annealing Process with Pictogram for Extracting New Scenarios for Patent Technology....Pages 205-219
Pharmaceutical Drug Design Using Dynamic Connectionist Ensemble Networks....Pages 221-231
A Framework of Knowledge Management Platform for Middle and Small Business....Pages 233-248
Discovery of Clusters from Proximity Data: An Approach Using Iterative Adjustment of Binary Classifications....Pages 251-268
Evaluating Learning Algorithms to Support Human Rule Evaluation with Predicting Interestingness Based on Objective Rule Evaluation Indices....Pages 269-282
Risk Mining for Infection Control....Pages 283-297
Evaluating the Error Risk of Email Filters Based on ROC Curve Analysis....Pages 299-314
Categorized and Integrated Data Mining of Medical Data....Pages 315-330
Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods....Pages 331-340
