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New Challenges for Intelligent Information and Database Systems.

By: Contributor(s): Material type: TextSeries: Publisher: Berlin, Heidelberg : Springer Berlin / Heidelberg, 2011Copyright date: ©2011Edition: 1st edDescription: 1 online resource (364 pages)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783642199530
Subject(s): Genre/Form: Online resources:
Contents:
Title -- Preface -- Contents -- Part I Information Retrieval and Management -- Algorithm to Determine Longest Common Subsequences of Two Finite Languages -- Introduction -- Definitions and Concepts -- The Longest Common Subsequences of Two Languages -- Semiring and Transducer -- Algorithm on Transducers -- Composition of Transducers -- The Algorithm Finding a Source-Single Longest Path -- Determining LCS of Two Languages -- The Cost of an Alignment on a Semiring Tropical -- Algorithm Determining LCS of Two Languages -- Example -- Conclusion -- References -- Detecting Changes in Stream Query Results -- Introduction -- Related Works -- Problem Statement and Preliminary Assumptions -- Our Method -- Our System Architecture -- Fake Data Stream Generation -- Integrity Control of Results -- Estimating Position of Server Query Window by Users -- Integrity Control Algorithm -- Considering Load Shedding -- Integrity Level -- Experimental Results -- Query Window Location -- Completeness Attacks Detection -- Freshness Attacks Detection -- Conclusions -- References -- An Efficient Parallel Algorithm for the Set Partition Problem -- Introduction -- Parallel Computing a Problem's Solutions by Splitting -- Application to the Set Partition Problem -- Set Partition Problem -- A New Algorithm for Partition Generation -- Parallel Generation of Partitions -- Conclusion -- References -- Fuzzy Ontology Integration Using Consensus to Solve Conflicts on Concept Level -- Introduction -- Consensus Methods -- Fuzzy Ontology Model -- Fuzzy Ontology Notion -- Similarity between Components of Fuzzy Ontology -- Conflict Conciliation on Fuzzy Ontology Integration -- Postulates for Consensus -- Conflict Conciliation on Concrete Fuzzy Concepts -- Conflict Conciliation on Domain Fuzzy Concepts -- Conclusions and Remarks -- References.
Improving Availability in Distributed Component-Based Systems via Replication -- Introduction -- Replication Techniques -- The Avala Model -- The E-Avala-Model -- The E-Avala Performance -- Concluding Remark -- References -- OPLSW: A New System for Ontology Parable Learning in Semantic Web -- Introduction -- Ontology Learning -- OPLSW: Our Proposed Ontology Parable Learner for Semantic Web -- Comparing Classification Algorithms for Classifying Web Pages -- Related Works -- Conclusion and Future Works -- References -- A Study on Vietnamese Prosody -- Introduction -- Naturalness of Voice Synthesizer -- Prosody Definition and Particular Features of Vietnamese Prosody -- Some Studies on Vietnamese Prosody -- Experimental Description -- Selection of Speakers -- Pre-processing -- Experiment -- Prosodic Hypotheses -- Conjunction and Preposition -- Words Ending with Occlusive Syllables -- Compound Words and Group of Words -- Article and Numeral -- Temporal Words -- Measurement -- Self-evaluation of the Current Experiment -- Experimental Results -- Conclusion -- Future Research -- References -- Towards Knowledge Acquisition with WiSENet -- Introduction -- Motivating Scenario for Knowledge Acquisition -- Application of WiSENet -- Algorithm for Matching Rules -- Experiment -- Conclusions and Future Work -- References -- Part II Data Mining and Computational Intelligence -- An Approximation Approach for a Real-World Variant of Vehicle Routing Problem -- Introduction -- Problem Formulation -- An Exact Algorithm Using Dynamic Programming -- A Heuristic Algorithm -- Description -- Running Time Analysis -- Experimental Results -- Conclusions and Future Work -- References -- CBN: Combining Cognitive Map and General Bayesian Network to Predict Cost of Software Maintenance Effort -- Introduction -- Theoretical Background -- Software Maintenance Effort.
Cognitive Bayesian Network (CBN) -- Model Construction -- Interaction with Domain Expert for Network Structure -- Learning Conditional Probability Distributions -- Conclusion and Future Works -- References -- A Central Leader Election Method Using the Distance Matrix in Ad Hoc Networks -- Introduction -- Related Works -- Degree and Closeness -- Distance Matrix -- Tree-Based Leader Election Process and Centrality Calculation Method Based on the Matrix -- Tree-Based Leader Election Process -- Centrality Calculation Method Based on the Matrices -- Experiments and Analysis -- Complexity of Distance Matrix-Based Election Method -- Conclusions and Future Works -- References -- Facial Soft Tissue Thicknesses Prediction Using Anthropometric Distances -- Introduction -- Related Work -- Method -- Data Collecting -- Data Processing Using Linear Regression -- Data Processing Using Neural Networks -- Result -- Conclusions -- References -- Intelligence Trading System for Thai Stock Index -- Introduction -- Computational Intelligence Approaches for the Intelligence Trading System -- Neural Networks (NNs) for Modeling and Identification -- Neurofuzzy System (NFs) for Modeling and Identification -- Methodology for The Intelligence Portfolio Management System -- Decision-Making Model for The Stock Market -- Preprocessing of the Proposed NFs Input -- Results and Discussion -- Input Variables -- Evaluating Decision-Making System based on Neurofuzzy Model -- Conclusion -- References -- Mining for Mining - Application of Data Mining Tools for Coal Postprocessing Modelling -- Introduction -- Machine Description -- Input and Output Variables -- Analysis Tools -- Parametrical Models -- Nonparametrical Models -- Analyzed Data -- Results -- Final Conclusions and Further Works -- References -- Mining Sequential Rules Based on Prefix-Tree -- Introduction -- Related Work.
Preliminary Concepts -- Prefix -Tree -- Proposed Algorithms -- MSR_ImpFull -- MSR_PreTree -- Experimental Results -- Conclusion and Future Work -- References -- A Modified Fuzzy Possibilistic C-Means for Context Data Clustering toward Efficient Context Prediction -- Introduction -- Fuzzy C-Means Clustering Algorithms -- A Proposed Modified Fuzzy Possibilistic Clustering Method -- Experimental Results -- Conclusions -- References -- A New Model of Particle Swarm Optimization for Model Selection of Support Vector Machine -- Introduction -- Support Vector Machine -- Particle Swarm Optimization -- Implementation -- Conclusion -- References -- Optimization of Short-Term Load Forecasting Based on Fractal Theory -- Introduction -- Data Pretreatment -- Fractal Theory -- Concepts and Features of the Fractal Theory -- Basic Theory of Fractal -- Application and Analysis -- Process for Forecasting -- Error Analysis -- Conclusion -- References -- A Performance Evaluation Study of Three Heuristics for Generalized Assignment Problem -- Introduction -- Genetic Algorithm Evaluation -- Ant Colony Optimization Evaluation -- Tabu Search Evaluation -- ACO-GA Evaluation -- GA-TS Evaluation -- Conclusions -- References -- Smart User Adaptive System for Intelligent Object Recognizing -- Introduction -- Intelligent Recognizing System for Target Modifications -- Software Implementation and Algorithms Testing -- Structure and Algorithms of Intelligent Recognizing -- The Adaptive User Interface Description -- Conclusion -- References -- Student Modeling by Data Mining -- Introduction -- Related Work -- Data Acquisition -- Data Representation -- Educational Data Mining Approach -- Results -- Conclusions -- Referencces -- Part III Service Composition and User-Centered Approach -- Student Automatic Courses Scheduling -- Introduction -- Courses Similarity and Limitations.
Presentation of Results -- Summary -- References -- CAP Analysis of IEEE 802.15.3 MAC Protocol -- Introduction -- Related Works -- IEEE 802.15.3 Overview -- General Description -- CSMA/CA in CAP -- Numerical Approximations of CAP -- Probability of Successful Transmission -- Average Number of Collisions -- Normalized Throughput -- Results -- Conclusions -- References -- Indoor Positioning System Designed for User Adaptive Systems -- Introduction -- Fingerprinting -- Localization Algorithm -- WifiLOC Positioning System -- WifiLOC Architecture -- Positioning Data Visualization -- Conclusion and Future Work -- References -- Localized Approximation Method Using Inertial Compensation in WSNs -- Introduction -- Related Work -- Issues in Wireless Sensor Networks -- Weighted Centroid Localization Algorithm -- Localized Approximation Method -- Inertia Information -- Experiments -- Simulation Environment -- Results and Analysis -- Conclusion and Future Works -- References -- Performance Testing of Web Map Services -- References -- Sending Social Impression via a Mobile Phone -- Introduction -- Related Works -- Multimedia Caller Identification -- Thin Slices -- Visual vs. Verbal Cues in Impression Formation -- Personal Attractiveness in Sales -- Experiment -- Participants -- Apparatus -- Stimulus -- Experiment Procedure -- Assessments -- Results -- Discussion -- Conclusion -- References -- Part IV Intelligent Management and e-Business -- Application of Fuzzy Feedback Control for Warranty Claim -- Introduction -- PID Tuning and Fuzzy Reasoning -- Application of Automobile Warranty Claims -- Warranty Claims Time-Series Analysis -- Shape Parameter Estimation of Operation Group -- PID Tuning and Fuzzy Reasoning -- Conclusion -- References -- Exploring Organizational Citizenship Behavior in Virtual Communities -- Introduction -- Theoretical Background and Hypotheses.
The Values of Virtual Communities.
Summary: This book contains papers based on submissions to the poster session during the 3rd Asian Conference on Intelligent Information and Database Systems. It examines the integration of AI and database technologies to develop intelligent information systems.
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Title -- Preface -- Contents -- Part I Information Retrieval and Management -- Algorithm to Determine Longest Common Subsequences of Two Finite Languages -- Introduction -- Definitions and Concepts -- The Longest Common Subsequences of Two Languages -- Semiring and Transducer -- Algorithm on Transducers -- Composition of Transducers -- The Algorithm Finding a Source-Single Longest Path -- Determining LCS of Two Languages -- The Cost of an Alignment on a Semiring Tropical -- Algorithm Determining LCS of Two Languages -- Example -- Conclusion -- References -- Detecting Changes in Stream Query Results -- Introduction -- Related Works -- Problem Statement and Preliminary Assumptions -- Our Method -- Our System Architecture -- Fake Data Stream Generation -- Integrity Control of Results -- Estimating Position of Server Query Window by Users -- Integrity Control Algorithm -- Considering Load Shedding -- Integrity Level -- Experimental Results -- Query Window Location -- Completeness Attacks Detection -- Freshness Attacks Detection -- Conclusions -- References -- An Efficient Parallel Algorithm for the Set Partition Problem -- Introduction -- Parallel Computing a Problem's Solutions by Splitting -- Application to the Set Partition Problem -- Set Partition Problem -- A New Algorithm for Partition Generation -- Parallel Generation of Partitions -- Conclusion -- References -- Fuzzy Ontology Integration Using Consensus to Solve Conflicts on Concept Level -- Introduction -- Consensus Methods -- Fuzzy Ontology Model -- Fuzzy Ontology Notion -- Similarity between Components of Fuzzy Ontology -- Conflict Conciliation on Fuzzy Ontology Integration -- Postulates for Consensus -- Conflict Conciliation on Concrete Fuzzy Concepts -- Conflict Conciliation on Domain Fuzzy Concepts -- Conclusions and Remarks -- References.

Improving Availability in Distributed Component-Based Systems via Replication -- Introduction -- Replication Techniques -- The Avala Model -- The E-Avala-Model -- The E-Avala Performance -- Concluding Remark -- References -- OPLSW: A New System for Ontology Parable Learning in Semantic Web -- Introduction -- Ontology Learning -- OPLSW: Our Proposed Ontology Parable Learner for Semantic Web -- Comparing Classification Algorithms for Classifying Web Pages -- Related Works -- Conclusion and Future Works -- References -- A Study on Vietnamese Prosody -- Introduction -- Naturalness of Voice Synthesizer -- Prosody Definition and Particular Features of Vietnamese Prosody -- Some Studies on Vietnamese Prosody -- Experimental Description -- Selection of Speakers -- Pre-processing -- Experiment -- Prosodic Hypotheses -- Conjunction and Preposition -- Words Ending with Occlusive Syllables -- Compound Words and Group of Words -- Article and Numeral -- Temporal Words -- Measurement -- Self-evaluation of the Current Experiment -- Experimental Results -- Conclusion -- Future Research -- References -- Towards Knowledge Acquisition with WiSENet -- Introduction -- Motivating Scenario for Knowledge Acquisition -- Application of WiSENet -- Algorithm for Matching Rules -- Experiment -- Conclusions and Future Work -- References -- Part II Data Mining and Computational Intelligence -- An Approximation Approach for a Real-World Variant of Vehicle Routing Problem -- Introduction -- Problem Formulation -- An Exact Algorithm Using Dynamic Programming -- A Heuristic Algorithm -- Description -- Running Time Analysis -- Experimental Results -- Conclusions and Future Work -- References -- CBN: Combining Cognitive Map and General Bayesian Network to Predict Cost of Software Maintenance Effort -- Introduction -- Theoretical Background -- Software Maintenance Effort.

Cognitive Bayesian Network (CBN) -- Model Construction -- Interaction with Domain Expert for Network Structure -- Learning Conditional Probability Distributions -- Conclusion and Future Works -- References -- A Central Leader Election Method Using the Distance Matrix in Ad Hoc Networks -- Introduction -- Related Works -- Degree and Closeness -- Distance Matrix -- Tree-Based Leader Election Process and Centrality Calculation Method Based on the Matrix -- Tree-Based Leader Election Process -- Centrality Calculation Method Based on the Matrices -- Experiments and Analysis -- Complexity of Distance Matrix-Based Election Method -- Conclusions and Future Works -- References -- Facial Soft Tissue Thicknesses Prediction Using Anthropometric Distances -- Introduction -- Related Work -- Method -- Data Collecting -- Data Processing Using Linear Regression -- Data Processing Using Neural Networks -- Result -- Conclusions -- References -- Intelligence Trading System for Thai Stock Index -- Introduction -- Computational Intelligence Approaches for the Intelligence Trading System -- Neural Networks (NNs) for Modeling and Identification -- Neurofuzzy System (NFs) for Modeling and Identification -- Methodology for The Intelligence Portfolio Management System -- Decision-Making Model for The Stock Market -- Preprocessing of the Proposed NFs Input -- Results and Discussion -- Input Variables -- Evaluating Decision-Making System based on Neurofuzzy Model -- Conclusion -- References -- Mining for Mining - Application of Data Mining Tools for Coal Postprocessing Modelling -- Introduction -- Machine Description -- Input and Output Variables -- Analysis Tools -- Parametrical Models -- Nonparametrical Models -- Analyzed Data -- Results -- Final Conclusions and Further Works -- References -- Mining Sequential Rules Based on Prefix-Tree -- Introduction -- Related Work.

Preliminary Concepts -- Prefix -Tree -- Proposed Algorithms -- MSR_ImpFull -- MSR_PreTree -- Experimental Results -- Conclusion and Future Work -- References -- A Modified Fuzzy Possibilistic C-Means for Context Data Clustering toward Efficient Context Prediction -- Introduction -- Fuzzy C-Means Clustering Algorithms -- A Proposed Modified Fuzzy Possibilistic Clustering Method -- Experimental Results -- Conclusions -- References -- A New Model of Particle Swarm Optimization for Model Selection of Support Vector Machine -- Introduction -- Support Vector Machine -- Particle Swarm Optimization -- Implementation -- Conclusion -- References -- Optimization of Short-Term Load Forecasting Based on Fractal Theory -- Introduction -- Data Pretreatment -- Fractal Theory -- Concepts and Features of the Fractal Theory -- Basic Theory of Fractal -- Application and Analysis -- Process for Forecasting -- Error Analysis -- Conclusion -- References -- A Performance Evaluation Study of Three Heuristics for Generalized Assignment Problem -- Introduction -- Genetic Algorithm Evaluation -- Ant Colony Optimization Evaluation -- Tabu Search Evaluation -- ACO-GA Evaluation -- GA-TS Evaluation -- Conclusions -- References -- Smart User Adaptive System for Intelligent Object Recognizing -- Introduction -- Intelligent Recognizing System for Target Modifications -- Software Implementation and Algorithms Testing -- Structure and Algorithms of Intelligent Recognizing -- The Adaptive User Interface Description -- Conclusion -- References -- Student Modeling by Data Mining -- Introduction -- Related Work -- Data Acquisition -- Data Representation -- Educational Data Mining Approach -- Results -- Conclusions -- Referencces -- Part III Service Composition and User-Centered Approach -- Student Automatic Courses Scheduling -- Introduction -- Courses Similarity and Limitations.

Presentation of Results -- Summary -- References -- CAP Analysis of IEEE 802.15.3 MAC Protocol -- Introduction -- Related Works -- IEEE 802.15.3 Overview -- General Description -- CSMA/CA in CAP -- Numerical Approximations of CAP -- Probability of Successful Transmission -- Average Number of Collisions -- Normalized Throughput -- Results -- Conclusions -- References -- Indoor Positioning System Designed for User Adaptive Systems -- Introduction -- Fingerprinting -- Localization Algorithm -- WifiLOC Positioning System -- WifiLOC Architecture -- Positioning Data Visualization -- Conclusion and Future Work -- References -- Localized Approximation Method Using Inertial Compensation in WSNs -- Introduction -- Related Work -- Issues in Wireless Sensor Networks -- Weighted Centroid Localization Algorithm -- Localized Approximation Method -- Inertia Information -- Experiments -- Simulation Environment -- Results and Analysis -- Conclusion and Future Works -- References -- Performance Testing of Web Map Services -- References -- Sending Social Impression via a Mobile Phone -- Introduction -- Related Works -- Multimedia Caller Identification -- Thin Slices -- Visual vs. Verbal Cues in Impression Formation -- Personal Attractiveness in Sales -- Experiment -- Participants -- Apparatus -- Stimulus -- Experiment Procedure -- Assessments -- Results -- Discussion -- Conclusion -- References -- Part IV Intelligent Management and e-Business -- Application of Fuzzy Feedback Control for Warranty Claim -- Introduction -- PID Tuning and Fuzzy Reasoning -- Application of Automobile Warranty Claims -- Warranty Claims Time-Series Analysis -- Shape Parameter Estimation of Operation Group -- PID Tuning and Fuzzy Reasoning -- Conclusion -- References -- Exploring Organizational Citizenship Behavior in Virtual Communities -- Introduction -- Theoretical Background and Hypotheses.

The Values of Virtual Communities.

This book contains papers based on submissions to the poster session during the 3rd Asian Conference on Intelligent Information and Database Systems. It examines the integration of AI and database technologies to develop intelligent information systems.

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