This book constitutes the thoroughly refereed post-workshop proceedings of the First WICI International Workshop on Web Intelligence meets Brain Informatics, WImBI 2006, which was held in Beijing, China, in December 2006. The WICI (International WIC Institute) is an international, open-educational research organization of the Web Intelligence Consortium (WIC). The institute is affiliated with Beijing University of Technology (BJUT).
The 26 revised full-length papers presented together with three introductory lectures are all invited post-workshop contributions that have been carefully reviewed and selected for inclusion in this state-of-the-art survey.
The workshop explores a new perspective of Web Intelligence (WI) research from the viewpoint of Brain Informatics (BI) - a new interdisciplinary field to systematically study human information processing mechanisms from both macro and micro points of view by cooperatively using experimental cognitive neuroscience and advanced WI-centric information technology.
Author(s): Ning Zhong, Jiming Liu, Yiyu Yao, Jinglong Wu, Shengfu Lu, Yulin Qin, Kuncheng Li (auth.), Ning Zhong, Jiming Liu, Yiyu Yao, Jinglong Wu, Shengfu Lu, Kuncheng Li (eds.)
Series: Lecture Notes in Computer Science 4845 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2007
Language: English
Pages: 516
Tags: Artificial Intelligence (incl. Robotics); User Interfaces and Human Computer Interaction; Data Mining and Knowledge Discovery; Multimedia Information Systems; Pattern Recognition; Business Information Systems
Front Matter....Pages -
Web Intelligence Meets Brain Informatics....Pages 1-31
Neuroscience: New Insights for AI?....Pages 32-35
Network Thinking and Network Intelligence....Pages 36-58
Web Intelligence Meets Brain Informatics at the Language Barrier: A Procrustean Bed?....Pages 59-72
Conversational Informatics Where Web Intelligence Meets Brain Informatics....Pages 73-96
Intelligence for Upgrading Information....Pages 97-121
Toward Perception Based Computing: A Rough-Granular Perspective....Pages 122-142
Granular Computing: Modeling Human Thoughts in the Web by Polyhedron....Pages 143-163
Biophysical Models of Neural Computation: Max and Tuning Circuits....Pages 164-189
Cognitive Architectures and the Challenge of Cognitive Social Simulation....Pages 190-204
ACT-R Meets fMRI....Pages 205-222
The Neural Mechanism of Human Numerical Inductive Reasoning Process: A Combined ERP and fMRI Study....Pages 223-243
Central Nervous Processing for Acupuncture at Liv3 with fMRI: A Preliminary Experience....Pages 244-253
A Role for Signal Propagation Through the Hippocampal CA2 Field in Memory Formation....Pages 254-266
Genetic Granular Cognitive Fuzzy Neural Networks and Human Brains for Pattern Recognition....Pages 267-277
Domain-Oriented Data-Driven Data Mining (3DM): Simulation of Human Knowledge Understanding....Pages 278-290
An Ontology-Based Mining System for Competitive Intelligence in Neuroscience....Pages 291-304
Supervised Web Document Classification Using Discrete Transforms, Active Hypercontours and Expert Knowledge....Pages 305-323
Fuzzy Web Surfer Models: Theory and Experiments....Pages 324-340
Intuitive Display for Search Engines Toward Fast Detection of Peculiar WWW Pages....Pages 341-352
GridMiner: An Advanced Grid-Based Support for Brain Informatics Data Mining Tasks....Pages 353-366
A Semantically Enabled Service Oriented Architecture....Pages 367-381
Spam Filtering and Email-Mediated Applications....Pages 382-405
Ontology Based Web Mining for Information Gathering....Pages 406-427
A Reasonable Rough Approximation for Clustering Web Users....Pages 428-442
E-Business Intelligence Via MCMP-Based Data Mining Methods....Pages 443-453
Intelligence Metasynthesis in Building Business Intelligence Systems....Pages 454-470
Risk Mining in Medicine: Application of Data Mining to Medical Risk Management....Pages 471-493
Using Cryptography for Privacy Protection in Data Mining Systems....Pages 494-513
Back Matter....Pages -
