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Advances in Intelligent Information and Database Systems (Studies in Computational Intelligence (283))

Tutut Herawan, Iwan Tri Riyadi Yanto, Mustafa Mat Deris (auth.), Ngoc Thanh Nguyen, Radosław Katarzyniak, Shyi-Ming Chen (eds.)

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دربارهٔ کتاب

The book consists of 32 extended chapters which have been based on selected submissions to the poster session organized during the 2nd Asian Conference on Intelligent Information and Database Systems (24-26 March 2010 in Hue, Vietnam). The book is organized into four parts devoted to information retrieval and management, service composition and user-centered approach, data mining and knowledge extraction, and computational intelligence, respectively. All chapters in the book discuss theoretical and practical issues related to integration of artificial intelligence and database technologies in order to develop new classes of intelligent information systems. Such combination of artificial intelligence and database technologies is a fast growing subfield of modern computer science, important due to the constant development of networked information systems. New global multimedia systems used by heterogeneous populations call for these developments. The editors hope that the book can be useful for graduate and PhD students of computer science, as well as for mature academics, researchers and practitioners interested in effective application of artificial intelligence and database systems to modern information environments. It is the hope of the editors that readers of this volume can find many inspiring ideas and influential practical examples and use them in their future work. Front Matter....Pages - Front Matter....Pages 1-1 A Construction of Hierarchical Rough Set Approximations in Information Systems Using Dependency of Attributes....Pages 3-15 Percentages of Rows Read by Queries as an Operational Database Quality Indicator....Pages 17-27 Question Semantic Analysis in Vietnamese QA System....Pages 29-40 Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search....Pages 41-52 Indexing Spatial Objects in Stream Data Warehouse....Pages 53-65 Real Time Measurement and Visualization of ECG on Mobile Monitoring Stations of Biotelemetric System....Pages 67-78 A Search Engine Log Analysis of Music-Related Web Searching....Pages 79-88 Data Hiding Based on Compressed Dithering Images....Pages 89-98 Reliable Improvement for Collective Intelligence on Thai Herbal Information....Pages 99-110 Semantic Compression for Specialised Information Retrieval Systems....Pages 111-121 Front Matter....Pages 123-123 Service Mining for Composite Service Discovery....Pages 125-131 An Adaptive Grid-Based Approach to Location Privacy Preservation....Pages 133-144 View Driven Federation of Choreographies....Pages 145-156 Semantic Battlespace Data Mapping Using Tactical Symbology....Pages 157-168 A Method for Scenario Modification in Intelligent E-Learning Systems Using Graph-Based Structure of Knowledge....Pages 169-179 Development of the E-Learning System Supporting Online Education at the Polish-Japanese Institute of Information Technology....Pages 181-189 Evolutionally Improved Quality of Intelligent Systems Following Their Users’ Point of View....Pages 191-203 Front Matter....Pages 205-205 Mining the Most Generalization Association Rules....Pages 207-216 Structure of Set of Association Rules Based on Concept Lattice....Pages 217-227 Some Novel Heuristics for Finding the Most Unusual Time Series Subsequences....Pages 229-240 Front Matter....Pages 205-205 Using Rule Order Difference Criterion to Decide Whether to Update Class Association Rules....Pages 241-252 An Integrated Approach for Exploring Path-Type Association Rules....Pages 253-263 A Framework of Rough Clustering for Web Transactions....Pages 265-277 Fuzzy Bayesian Belief Network for Analyzing Medical Track Record....Pages 279-290 An Experiment Model of Grounded Theory and Chance Discovery for Scenario Exploration....Pages 291-301 Front Matter....Pages 303-303 Using Tabu Search for Solving a High School Timetabling Problem....Pages 305-313 Risk Management Evaluation Based on Elman Neural Network for Power Plant Construction Project....Pages 315-324 A New Approach to Multi-criteria Decision Making (MCDM) Using the Fuzzy Binary Relation of the ELECTRE III Method and the Principles of the AHP Method....Pages 325-336 A Routing Method Based on Cost Matrix in Ad Hoc Networks....Pages 337-347 A Fusion Approach for Multi-criteria Evaluation....Pages 349-358 Algorithmic Aspects of the Reachability of Conflicting Chip Firing Game....Pages 359-370 Neurofuzzy Decision-Making Approach for the Next Day Portfolio Thai Stock Index Management Trading Strategies....Pages 371-381 Back Matter....Pages - Intelligent information and database systems are two closely related and we- established subfields of modern computer science. They focus on the integration of artificial intelligence and classic database technologies in order to create the class of next generation information systems. The major target of this new gene- tion of systems is to provide end-users with intelligent behavior: simple and/or advanced learning, problem solving, uncertain and certain reasoning, se- organization, cooperation, etc. Such intelligent abilities are implemented in classic information systems to make them autonomous and user oriented, in particular when advanced problems of multimedia information and knowledge discovery, access, retrieval and manipulation are to be solved in the context of large, distr- uted and heterogeneous environments. It means that intelligent knowledge-based information and database systems are used to solve basic problems of large coll- tions management, carry out knowledge discovery from large data collections, reason about information under uncertain conditions, support users in their for- lation of complex queries etc. Topics discussed in this volume include but are not limited to the foundations and principles of data, information, and knowledge models, methodologies for intelligent information and database systems analysis, design, implementation, validation, maintenance and evolution.

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