New Challenges in Applied Intelligence Technologies

KangWoo Lee, Jung-Hoon Hwang, Dong-Soo Kwon (auth.), Ngoc Thanh Nguyen, Radoslaw Katarzyniak (eds.)978-3-540-78292-6, 978-3-540-78294-0, 978-3-540-78296-4, 978-3-540-78306-0

The field of intelligence technologies covers a variety of computational approaches that are often suggested and inspired by biological systems, exhibiting functional richness and flexibility of natural behavior. This class of technologies consists of such important approaches as data mining algorithms, neural networks, genetic algorithms, fuzzy and multi-valued logics, rough sets, agent-oriented computation, often integrated into complex hybrid solutions. Applied intelligence technologies are used to build machines that can act and think like living systems, solve problems in an autonomous way, develop rich private knowledge bases and produce results not foreseen and programmed in a direct way by designers. This book includes 37 chapters which discuss examples of applications of intelligence technologies to five fields, reflecting main streams of practical and scientific interest of computer related community: agent and multi-agent systems; personal assistants and recom mender systems; knowledge modeling and processing; optimization and combinatorial problems; computer and telecommunication systems.

Table of contents :
Front Matter….Pages –
Front Matter….Pages 1-1
A Comparative Study between Human-Human Interaction and Human-Robot Interaction….Pages 3-12
Dialogue and Argumentation in Multi-agent Diagnosis….Pages 13-22
Reinforcement Q-Learning and Neural Networks to Acquire Negotiation Behaviors….Pages 23-33
getALife – An Artificial Life Environment for the Evaluation of Agent-Based Systems and Evolutionary Algorithms for Reinforcement Learning….Pages 35-44
An Approach to Efficient Trading Model of Hybrid Traders Based on Volume Discount….Pages 45-54
Improving the Efficiency of Low-Level Decision Making in Robosoccer Using Boosted SVM….Pages 55-64
Front Matter….Pages 65-65
Closed Pattern Mining for the Discovery of User Preferences in a Calendar Assistant….Pages 67-76
An Implementation of Goal-Oriented Fashion Recommendation System….Pages 77-86
A Proposal on Recommender System Based on Observing Web-Chatting….Pages 87-96
Ontological Query Processing and Maintaining Techniques for FAQ Systems….Pages 97-109
On Human Resource Adaptability in an Agent-Based Virtual Organization….Pages 111-120
Front Matter….Pages 121-121
On the Pursuit of a Standard Language for Object-Oriented Constraint Modeling….Pages 123-133
A Layered Ontology-Based Architecture for Integrating Geographic Information….Pages 135-144
Generalizing the QSQR Evaluation Method for Horn Knowledge Bases….Pages 145-154
On Vowels Segmentation and Identification Using Formant Transitions in Continuous Recitation of Quranic Arabic….Pages 155-162
Adaptation of FCANN Method to Extract and Represent Comprehensible Knowledge from Neural Networks….Pages 163-172
Video Similarity Measurement Based on Attributed Relational Graph Matching….Pages 173-182
A Knowledge-Based System for CMM Evaluation….Pages 183-191
Gating Artificial Neural Network Based Soft Sensor….Pages 193-202
A Classification Method of Users Opinions Using Category-Based Dictionary Generated from Answers in Open-Ended Questionnaire System….Pages 203-211
Front Matter….Pages 121-121
Training of Classifiers for the Recognition of Musical Instrument Dominating in the Same-Pitch Mix….Pages 213-222
Front Matter….Pages 223-223
Impact of Fuzzy Logic in the Cooperation of Metaheuristics….Pages 225-234
An OCL-Based CSP Specification and Solving Tool….Pages 235-244
Effects of At-Home Nursing Service Scheduling in Multiagent Systems….Pages 245-254
Greedy and Exact Algorithms for Invitation Planning in Cancer Screening….Pages 255-264
A Comparison of Three Meta-heuristics for a Closed-Loop Layout Problem with Unequal-Sized Facilities….Pages 265-278
A Genetic Algorithm with Multiple Operators for Solving the Terminal Assignment Problem….Pages 279-288
An Efficient Hybrid Method for an Expected Maximal Covering Location Problem….Pages 289-298
Multi-sided Matching Lecture Allocation Mechanism….Pages 299-308
AlineaGA: A Genetic Algorithm for Multiple Sequence Alignment….Pages 309-318
Investigation of Strategies for the Generation of Multiclass Support Vector Machines….Pages 319-328
Front Matter….Pages 329-329
Multiagent Monitoring System for Complex Network Infrastructure….Pages 331-340
Multiagent Approach to Autonomous Reorganization of Monitoring Task Delegation in Distributed IDS….Pages 341-350
An Intelligent Service Strategy in Linked Networks with Blocking and Feedback….Pages 351-361
Advances in Automated Source-Level Debugging of Verilog Designs….Pages 363-372
Spyware Prevention by Classifying End User License Agreements….Pages 373-382
An Application of LS-SVM Method for Clustering in Wireless Sensor Networks….Pages 383-392
Back Matter….Pages –