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2006 | Buch

Chance Discoveries in Real World Decision Making

Data-based Interaction of Human Intelligence and Artificial Intelligence

herausgegeben von: Prof. Dr. Yukio Ohsawa, Prof. Dr. Shusaku Tsumoto

Verlag: Springer Berlin Heidelberg

Buchreihe : Studies in Computational Intelligence

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Über dieses Buch

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.

Inhaltsverzeichnis

Frontmatter

Basis

Frontmatter
Chance Discovery: The Current States of Art
Yukio Ohsawa
The Structure of Scenario Communication and Chance Discovery
Katsutoshi Yada
Complexity in the Discovery of Chance: Daily Life Criticality
Calkin S. Montero, Kenji Araki

Computational

Frontmatter
Chance Discovery
H. M. Hubey
Scenario Maps on Situational Switch Model, Applied to Blood-Test Data for Hepatitis C Patients
Yukio Ohsawa
Uncertainty Reasoning and Chance Discovery
Kyung-Joong Kim, Sung-Bae Cho
Digital Modulation Classification using Fuzzy Neural Networks
Wenbo Zong, Edmund M-K. Lai, Chai Quek
Chance Discovery using Complementary Learning Fuzzy Neural Network
T. Z. Tan, C. Quek, G. S. Ng

Communication

Frontmatter
Modeling Influence Diffusion in Human Society
Naohiro Matsumura
Resonance without Response: The Way of Topic Growth in Communications
Yukio Ohsawa, Naohiro Matsumura, Koichi Takahashi
Scenario to Data Mapping Algorithm and Its Application to Chance Discovery Process Support
Yasufumi Takama, Yoshihiro Iwase, Yuta Seo
Smart Discussion Environment on a Bulletin Board System
Wataru Sunayama

Cognitive

Frontmatter
Prefiguring Ethical Chances: The Role of Moral Mediators
Lorenzo Magnani
A NeuroCognitive Approach to Decision-Making in Chance Discovery
W. L. Tung, C. Quek

Design and Marketing

Frontmatter
Creative Marketing as Application of Chance Discovery
Yukio Ohsawa, Masaki Usui
Extracting High Quality Scenario for Consensus on Specifications of New Products
Kenichi Horie, Yukio Ohsawa
Is there a Needle in the Haystack?
Renate Fruchter
A Requirement Acquisition Process as an Evolved Chance Discovery
Noriyuki Kushiro, Yukio Ohsawa
ConExSIR: A Dialogue-based Framework of Design Team Thinking and Discovery
Ozgur Eris, David Bergner, Malte Jung, Larry Leifer

Risk

Frontmatter
Chance Discovery in Credit Risk Management - Estimation of Chain Reaction Bankruptcy Structure by Chance Discovery Method
Shinichi Goda
E-Nightingale: Crisis Detection in Nursing Activities
Akinori Abe, Kiyoshi Kogure
Understanding of Dark Events for Harnessing Risk
Yoshiharu Maeno, Yukio Ohsawa
Mining Hospital Management Data using R
Yuko Tsumoto, Shusaku Tsumoto
Metadaten
Titel
Chance Discoveries in Real World Decision Making
herausgegeben von
Prof. Dr. Yukio Ohsawa
Prof. Dr. Shusaku Tsumoto
Copyright-Jahr
2006
Verlag
Springer Berlin Heidelberg
Electronic ISBN
978-3-540-34353-0
Print ISBN
978-3-540-34352-3
DOI
https://doi.org/10.1007/978-3-540-34353-0

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