Chance Discoveries in Real World Decision Making: Data-based Interaction of Human intelligence and Artificial Intelligence

Author:   Yukio Ohsawa ,  Shusaku Tsumoto
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   Softcover reprint of hardcover 1st ed. 2006
Volume:   30
ISBN:  

9783642070709


Pages:   404
Publication Date:   23 November 2010
Format:   Paperback
Availability:   Out of print, replaced by POD   Availability explained
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Chance Discoveries in Real World Decision Making: Data-based Interaction of Human intelligence and Artificial Intelligence


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Overview

"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 research areas as artificial intelligence, mathematics, cognitive science, medical science, risk management, methodologies for design and communication, the invited and selected authors in this book present their particular approaches to chance discovery. The chapters here show contributions to identifying rare or hidden events and explaining their significance, predicting future trends, communications for scenario development in marketing and design, identification effects and side-effects of medicines, etc. The methods presented in this book are based on the interaction of human, machine, and human's living environment, rather than based purely automated predictions of the future. This is a promising direction of computer-supported decision of human in a radically changing environment."

Full Product Details

Author:   Yukio Ohsawa ,  Shusaku Tsumoto
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   Softcover reprint of hardcover 1st ed. 2006
Volume:   30
Dimensions:   Width: 15.50cm , Height: 2.10cm , Length: 23.50cm
Weight:   0.710kg
ISBN:  

9783642070709


ISBN 10:   3642070701
Pages:   404
Publication Date:   23 November 2010
Audience:   Professional and scholarly ,  Professional and scholarly ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of print, replaced by POD   Availability explained
We will order this item for you from a manufatured on demand supplier.

Table of Contents

Basis.- Chance Discovery: The Current States of Art.- The Structure of Scenario Communication and Chance Discovery.- Complexity in the Discovery of Chance: Daily Life Criticality.- Computational.- Chance Discovery.- Scenario Maps on Situational Switch Model, Applied to Blood-Test Data for Hepatitis C Patients.- Uncertainty Reasoning and Chance Discovery.- Digital Modulation Classification using Fuzzy Neural Networks.- Chance Discovery using Complementary Learning Fuzzy Neural Network.- Communication.- Modeling Influence Diffusion in Human Society.- Resonance without Response: The Way of Topic Growth in Communications.- Scenario to Data Mapping Algorithm and Its Application to Chance Discovery Process Support.- Smart Discussion Environment on a Bulletin Board System.- Cognitive.- Prefiguring Ethical Chances: The Role of Moral Mediators.- A NeuroCognitive Approach to Decision-Making in Chance Discovery.- Design and Marketing.- Creative Marketing as Application of Chance Discovery.- Extracting High Quality Scenario for Consensus on Specifications of New Products.- Is there a Needle in the Haystack?.- A Requirement Acquisition Process as an Evolved Chance Discovery.- ConExSIR: A Dialogue-based Framework of Design Team Thinking and Discovery.- Risk.- Chance Discovery in Credit Risk Management - Estimation of Chain Reaction Bankruptcy Structure by Chance Discovery Method.- E-Nightingale: Crisis Detection in Nursing Activities.- Understanding of Dark Events for Harnessing Risk.- Mining Hospital Management Data using R.

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