New approaches are needed that could move us towards developing effective applicable intelligent systems for problem solving and decision making, One of the main efforts in intelligent systems development is focused on knowledge and information management which is regarded as the crucial issue in smart decision making support. The 14 Chapters of this book represent a sample of such effort. The overall aim of this book is to provide guidelines to develop tools for smart processing of knowledge and information. Still, the guide does not presume to give ultimate answers. Rather, it poses ideas and case studies to explore the complexities and challenges of modern knowledge management issues. It also encourages its reader to become aware of the multifaceted interdisciplinary character of such issues. The premise of this book is that its reader will leave it with a heightened ability to think - in different ways - about developing, evaluating, and supporting intelligent knowledge and information management systems in real life based environment.
Author(s): Martin Drozda, Sven Schaust (auth.), Edward Szczerbicki, Ngoc Thanh Nguyen (eds.)
Series: Studies in Computational Intelligence 260
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 339
Tags: Computational Intelligence; Artificial Intelligence (incl. Robotics)
Front Matter....Pages -
Immuno-inspired Knowledge Management for Ad Hoc Wireless Networks....Pages 1-26
Immune Decomposition and Decomposability Analysis of Complex Design Problems with a Graph Theoretic Complexity Measure....Pages 27-52
Towards a Formal Model of Knowledge Sharing in Complex Systems....Pages 53-82
Influence of the Working Strategy on A-Team Performance....Pages 83-102
Incremental Declarative Process Mining....Pages 103-127
A Survey on Recommender Systems for News Data....Pages 129-151
Negotiation Strategies with Incomplete Information and Social and Cognitive System for Intelligent Human-Agent Interaction....Pages 153-175
Intelligent Knowledge-Based Model for IT Support Organization Evolution....Pages 177-196
Modeling Context for Digital Preservation....Pages 197-226
UML2SQL—A Tool for Model-Driven Development of Data Access Layer....Pages 227-246
Fuzzy Motivations in Behavior Based Agents....Pages 247-272
Designing Optimal Operational-Point Trajectories Using an Intelligent Sub-strategy Agent-Based Approach....Pages 273-282
An Ontology-Based System for Knowledge Management and Learning in Neuropediatric Physiotherapy....Pages 283-307
Mining Causal Relationships in Multidimensional Time Series....Pages 309-338
Back Matter....Pages -
