Advanced Approaches to Intelligent Information and Database Systems

✍ Scribed by Janusz Sobecki, Veera Boonjing, Suphamit Chittayasothorn (eds.)

• Publisher: Springer International Publishing
• Year: 2014
• Tongue: English
• Leaves: 360
• Series: Studies in Computational Intelligence 551
• Edition: 1
• Category: Library

✦ Synopsis

This book consists of 35 chapters presenting different theoretical and practical aspects of Intelligent Information and Database Systems. Nowadays both Intelligent and Database Systems are applied in most of the areas of human activities which necessitates further research in these areas. In this book various interesting issues related to the intelligent information models and methods as well as their advanced applications, database systems applications, data models and their analysis and digital multimedia methods and applications are presented and discussed both from the practical and theoretical points of view. The book is organized in four parts devoted to intelligent systems models and methods, intelligent systems advanced applications, database systems methods and applications and multimedia systems methods and applications. The book will be interesting for practitioners and researchers, especially graduate and PhD students of information technology and computer science, as well more experienced academics and specialists interested in developing and verification of intelligent information, database and multimedia systems models, methods and applications. The readers of this volume are enabled to find many inspiring ideas and motivating practical examples that will help them in the current and future work.

✦ Table of Contents

Front Matter....Pages 1-9
Front Matter....Pages 1-1
Towards Intention, Contextual and Social Based Recommender System....Pages 3-13
Improved Negative Selection Algorithm with Application to Email Spam Detection....Pages 15-24
Random Forest of Oblique Decision Trees for ERP Semi-automatic Configuration....Pages 25-34
A Novel Conflict Resolution Strategy in Multi-agent Systems: Concept and Model....Pages 35-45
Cost-Driven Active Learning with Semi-Supervised Cluster Tree for Text Classification....Pages 47-57
Parameter Estimation of Non-linear Models Using Adjoint Sensitivity Analysis....Pages 59-68
The Effect of Electronic Word-of-Mouth, Customer Expectations, and Emotions on Intention to Take Low Cost Airlines....Pages 69-75
Front Matter....Pages 77-77
ETOMA: A Multi-Agent Tool for Shop Scheduling Problems....Pages 79-88
Forecasting Stock Market Indices Using RVC-SVR....Pages 89-96
Particle Swarm Optimization Feature Selection for Violent Crime Classification....Pages 97-105
A Goal-Based Hybrid Filtering for Low-rated Users Recommendation Issue Using Neighborhood Personalized Profile Similarities in E-Learning Recommendation Systems....Pages 107-118
StudyAdvisor: A Context-Aware Recommendation Application in e-Learning Environment....Pages 119-128
An Adaptive Fuzzy Decision Matrix Model for Software Requirements Prioritization....Pages 129-138
An Ontology Design for Recommendation Filling-in for a Crime Scene Investigation Report of the Forensic Science Police Center 4 Thailand....Pages 139-147
Inter-annotator Agreement in Coreference Annotation of Polish....Pages 149-158
Revenue Evaluation Based on Rough Set Reasoning....Pages 159-169
Front Matter....Pages 171-171
Measuring Population-Based Completeness for Single Nucleotide Polymorphism (SNP) Databases....Pages 173-182
SPARQL Processing over the Linked Open Data with Automatic Endpoint Detection....Pages 183-192
Application of Ontology and Rough Set Theory to Information Sharing in Multi-resolution Combat M&S....Pages 193-203
Analysis on Smartphone Related Twitter Reviews by Using Opinion Mining Techniques....Pages 205-212
Front Matter....Pages 171-171
Evaluation of the Factors That Affect the Mobile Commerce in Egypt and Its Impact on Customer Satisfaction....Pages 213-224
An Agent-Based Modeling for an Enterprise Resource Planning (ERP)....Pages 225-234
Design Requirements of Usability and Aesthetics for e-Learning Purposes....Pages 235-245
Workflow Scheduling on Virtualized Servers....Pages 247-254
Toward a User Interest Ontology to Improve Social Network-Based Recommender System....Pages 255-264
Measurement and Simulation of Pacemaker Supply Management....Pages 265-273
Front Matter....Pages 275-275
Mixed Performance Controller Design of Dynamic Positioning Systems for Ships....Pages 277-286
The Approach to Image Classification by Hybrid Linguistic Method....Pages 287-295
Measuring the Distance from the Rear Surface of the Cornea Leas....Pages 297-304
Agent-Oriented Meta-model for Modeling and Specifying Transportation Systems: Platoon of Vehicles....Pages 305-314
A New Technique for Edge Detection of Chromosome G-BAND Images for Segmentation....Pages 315-323
System-Level Implementation of the Algorithms Used in Content-Based Multimedia Retrieval....Pages 325-334
Texture Analysis of Carotid Plaque Ultrasound Images....Pages 335-344
Visualization-Based Tracking System Using Mobile Device....Pages 345-354
The Improvement of Video Streaming Security in Communication with Multiple Modes Ciphering for Handheld Devices....Pages 355-364
Back Matter....Pages 365-366

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)