ISBN-10:
364212089X
ISBN-13:
9783642120893
Pub. Date:
03/04/2010
Publisher:
Springer Berlin Heidelberg
Advances in Intelligent Information and Database Systems / Edition 1

Advances in Intelligent Information and Database Systems / Edition 1

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Overview

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.

Product Details

ISBN-13: 9783642120893
Publisher: Springer Berlin Heidelberg
Publication date: 03/04/2010
Series: Studies in Computational Intelligence , #283
Edition description: 2010
Pages: 381
Product dimensions: 6.10(w) x 9.30(h) x 1.00(d)

Table of Contents

Part I Information Retrieval and Management

A Construction of Hierarchical Rough Set Approximations in Information Systems Using Dependency of Attributes Tutut Herawan Iwan Tri Riyadi Yanto Mustafa Mat Deris 3

Percentages of Rows Read by Queries as an Operational Database Quality Indicator Pawel Lenkiewicz Krzysztof Stencel 17

Question Semantic Analysis in Vietnamese QA System Tuoi T. Phan Thanh C. Nguyen Thuy N.T. Huynh 29

Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search Vuong M. Ngo Tru H. Cao 41

Indexing Spatial Objects in Stream Data Warehouse Marcin Gorawski Rafal Malczok 53

Real Time Measurement and Visualization of ECG on Mobile Monitoring Stations of Biotelemetric System Ondrej Krejcar Dalibor Janckulik Leona Motalova Karel Musil Marek Penhaker 67

A Search Engine Log Analysis of Music-Related Web Searching Sally Jo Cunningham David Bainbridge 79

Data Hiding Based on Compressed Dithering Images Cheonshik Kim 89

Reliable Improvement for Collective Intelligence on Thai Herbal Information Verayuth Lertnattee Sinthop Chomya Virach Sornlertlamvanich 99

Semantic Compression for Specialised Information Retrieval Systems Dariusz Ceglarek Konstanty Haniewicz Wojciech Rutkowski 111

Part II Service Composition and User-Centered Approach

Service Mining for Composite Service Discovery Min-Feng Wang Meng-Feng Tsai Cheng-Hsien Tang Jia-Ying Hu 125

An Adaptive Grid-Based Approach to Location Privacy Preservation Anh Tuan Truong Quynh Chi Truong Tran Khanh Dang 133

View Driven Federation of Choreographies Amirreza Tahamtan Johann Eder 145

Semantic Battlespace Data Mapping Using Tactical Symbology Mariusz Chmielewski Andrzej Galka 157

A Method for Scenario Modification in Intelligent E-Learning Systems Using Graph-Based Structure of Knowledge Adrianna Kozierkiewicz-Hetmańska Ngoc Thanh Nguyen 169

Development of the E-Learning System Supporting Online Education at the Polish-Japanese Institute of Information Technology Pawel Lenkiewicz Lech Banachowski Jerzy Pawet Nowacki 181

Evolutionally Improved Quality of Intelligent Systems Following Their Users' Point of View Barbara Begier 191

Part III Data Mining and Knowledge Extraction

Mining the Most Generalization Association Rules Bay Vo Bac Le 207

Structure of Set of Association Rules Based on Concept Lattice Tin C. Truong Anh N. Tran 217

Some Novel Heuristics for Finding the Most Unusual Time Series Subsequences Mai Thai Son Duong Tuan Anh 229

Using Rule Order Difference Criterion to Decide Whether to Update Class Association Rules Kritsadakorn Kongubol Thanawin Rakthanmanon Kitsana Waiyamai 241

An Integrated Approach for Exploring Path-Type Association Rules Nai-Chieh Wei Yang Wu I-Ming Chao Shih-Kai Lin 253

A Framework of Rough Clustering for Web Transactions Iwan Tri Riyadi Yanto Tutut Herawan Mustafa Mat Deris 265

Fuzzy Bayesian Belief Network for Analyzing Medical Track Record Rolly Intan Oviliani Yenty Yuliana 279

An Experiment Model of Grounded Theory and Chance Discovery for Scenario Exploration Tzu-Fu Chiu Chao-Fu Hong Yu-Ting Chiu 291

Part IV Computational Intelligence

Using Tabu Search for Solving a High School Timetabling Problem Khang Nguyen Tan Tran Minh Nguyen Dang Thi Thanh Khon Trieu Trang Nuong Tran Thi Hue 305

Risk Management Evaluation Based on Elman Neural Network for Power Plant Construction Project Yongli Wang Dongxiao Niu Mian Xing 315

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 Laor Boongasame Veera Boonjing 325

A Routing Method Based on Cost Matrix in Ad Hoc Networks Mary Wu Shin Hun Kim Chong Gun Kim 337

A Fusion Approach for Multi-criteria Evaluation Jia-Wen Wang Jing-Wen Chang 349

Algorithmic Aspects of the Reachability of Conflicting Chip Firing Game Le Manh Ha Nguyen Anh Tam Phan Thi Ha Duong 359

Neurofuzzy Decision-Making Approach for the Next Day Portfolio Thai Stock Index Management Trading Strategies Monruthai Radeerom M.L. Kulthon Kasemsan 371

Author Index 383

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