New Trends in Intelligent Information and Database Systems

✍ Scribed by Dariusz Barbucha, Ngoc Thanh Nguyen, John Batubara (eds.)

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 381
• Series: Studies in Computational Intelligence 598
• Edition: 1
• Category: Library

✦ Synopsis

Intelligent information and database systems are two closely related subfields of modern computer science which have been known for over thirty years. They focus on the integration of artificial intelligence and classic database technologies to create the class of next generation information systems. The book focuses on new trends in intelligent information and database systems and discusses topics addressed to the foundations and principles of data, information, and knowledge models, methodologies for intelligent information and database systems analysis, design, and implementation, their validation, maintenance and evolution. They cover a broad spectrum of research topics discussed both from the practical and theoretical points of view such as: intelligent information retrieval, natural language processing, semantic web, social networks, machine learning, knowledge discovery, data mining, uncertainty management and reasoning under uncertainty, intelligent optimization techniques in information systems, security in databases systems, and multimedia data analysis. Intelligent information systems and their applications in business, medicine and industry, database systems applications, and intelligent internet systems are also presented and discussed in the book.

The book consists of 38 chapters based on original works presented during the 7th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2015) held on 23–25 March 2015 in Bali, Indonesia. The book is divided into six parts related to Advanced Machine Learning and Data Mining, Intelligent Computational Methods in Information Systems, Semantic Web, Social Networks and Recommendation Systems, Cloud Computing and Intelligent Internet Systems, Knowledge and Language Processing, and Intelligent Information and Database Systems: Applications.

✦ Table of Contents

Front Matter....Pages 1-10
Front Matter....Pages 1-1
Exploration and Visualization Approach for Outlier Detection on Log Files....Pages 3-12
Object Segmentation under Varying Illumination Effects....Pages 13-21
Review of Feature Selection Algorithms for Breast Cancer Ultrasound Image....Pages 23-32
Recognition of Human Gestures Represented by Depth Camera Motion Sequences....Pages 33-42
Segmentation of MRI Data to Extract the Blood Vessels Based on Fuzzy Thresholding....Pages 43-52
Precision of Gait Indices Approximation by Kinect Based Motion Acquisition....Pages 53-60
Computer User Verification Based on Mouse Activity Analysis....Pages 61-70
Front Matter....Pages 71-71
Finger Knuckle Print Identification with Hierarchical Model of Local Gradient Features....Pages 73-80
Type-Reduction for Concave Type-2 Fuzzy Sets....Pages 81-89
Evaluating Customer Satisfaction: Linguistic Reasoning by Fuzzy Artificial Neural Networks....Pages 91-100
Hybrid Particle Swarm Optimization Feature Selection for Crime Classification....Pages 101-110
Identification of Shill Bidding for Online Auctions Using Anomaly Detection....Pages 111-120
Investigation of Time Interval Size Effect on SVM Model in Emotion Norm Database....Pages 121-128
Front Matter....Pages 129-129
Twitter Ontology-Driven Sentiment Analysis....Pages 131-139
A Virtual Reality Based Recommender System for Interior Design Prototype Drawing Retrieval....Pages 141-150
Adaptation of Social Network Analysis to Electronic Freight Exchange....Pages 151-159
Social Users Interactions Detection Based on Conversational Aspects....Pages 161-170
Measuring Information Quality of Geosocial Networks....Pages 171-180
Front Matter....Pages 181-181
A Secure Non-interactive Deniable Authentication Protocol with Certificates Based on Elliptic Curve Cryptography....Pages 183-190
An Ad Hoc Mobile Cloud and Its Dynamic Loading of Modules into a Mobile Device Running Google Android....Pages 191-198
Front Matter....Pages 181-181
Methodological Approach to Efficient Cloud Computing Migration....Pages 199-208
High Level Models for IaaS Cloud Architectures....Pages 209-218
Lower Layers of a Cloud Driven Smart Home System....Pages 219-228
Cloud – Based Solutions for Outdoor Ambient Intelligence Support....Pages 229-238
Internet of Things Service Systems Architecture....Pages 239-248
An IoT Based Service System as a Research and Educational Platform....Pages 249-257
Front Matter....Pages 259-259
Virtual Engineering Objects: Effective Way of Knowledge Representation and Decision Making....Pages 261-270
Finite-State Transducers with Multivalued Mappings for Processing of Rich Inflectional Languages....Pages 271-280
The Implementation of the Perceptual Memory of Cognitive Agents in Integrated Management Information System....Pages 281-290
Consensus with Expanding Conflict Profile....Pages 291-299
Front Matter....Pages 301-301
Offline Beacon Selection-Based RSSI Fingerprinting for Location-Aware Shopping Assistance: A Preliminary Result....Pages 303-312
Web-Based Implementation of Data Warehouse Schema Evolution....Pages 313-322
The Usage of the Agent Modeling Language for Modeling Complexity of the Immune System....Pages 323-332
A Healthcare Companies’ Performance View through OSN....Pages 333-342
Production Unit Supply Management Solution in Agent-Based Computational Economics Model....Pages 343-352
Data Flow Processing Framework for Multimodal Data Environment Software....Pages 353-362
Simulation Modeling Approach to Environmental Issues in Supply Chain with Remanufacturing....Pages 363-372
Development of Interactive Mobile-Learning Application in Distance Education via Learning Objects Approach....Pages 373-380
Back Matter....Pages 381-382

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)