
Knowledge, Information, and Creativity Support Systems
Description
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The 23 revised full papers presented were carefully reviewed and selected from 72 submissions. The papers cover a broad range of topics related to all knowledge science-related areas including creativity support, decision science, knowledge science, data mining, machine learning, databases, statistics, knowledge acquisition, automatic scientific discovery, data/knowledge visualization, and knowledge-based systems.
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Content
- Title
- Preface
- Organization
- Table of Contents
- Presentation Support System Providing the Function of Promoting Comment Collection in Limited Time
- Introduction
- Target Configuration of Presentation
- Approaches
- System Implementation
- System Description
- System Configuration
- Experiment
- Purpose and Procedure
- Results and Discussion
- Conclusion and Limitation
- References
- Experiments in Automatic Assessment Using Basic Information Retrieval Techniques
- Introduction
- Brief Overview of the Online Assessment System
- The Proposed Text Analysis and IR Techniques
- Experiments and Evaluations
- Conclusions and Future Work
- References
- Relevant Piece of Information Extraction from Presentation Slide Page for Slide Information Retrieval System
- Introduction
- Approach
- Information within a Slide-Page
- Toward Extracting Relevant Pieces of Information
- Proposed Method
- Information Presentation Interface
- Information Selection Method
- Expected Effects
- Experiment
- Purpose and Procedures
- Results
- Conclusion
- References
- Semantics of a Graphical Model for Representing Hypotheses and a System Supporting the Management of Hypotheses
- Introduction
- Hypothesis Graphs and Hypothesis Management System
- Syntax and Semantics of Hypothesis Graphs
- Syntax
- Semantics of Nodes
- Semantics of Links
- Causes and Contradictors
- Management of Hypothesis Graphs
- Construction of Hypothesis Graphs
- Enumerating Minimal Contradictions
- Enumerating Minimal Contradictors
- Management of Confidences
- Managing Hypothesis Graphs in Parallel
- Conclusion and Future Works
- References
- An Approach for Improving Thai Text Entry on Touch Screen Mobile Phones Based on Distance and Statistical Language Model
- Introduction
- Background
- Distance-Based Candidate Generation
- Touch Area
- Candidate Weight
- Candidate Selection
- Experiments
- Conclusion and Future Works
- References
- Baseline Detection for On-line Cursive Thai Handwriting Recognition Based on PCA
- Introduction
- Background and Related Works
- Baselines of Thai Handwritten Word
- Baseline Computation Approaches
- The Proposed Approach
- Data Acquisition
- PCA Computation
- Finding and Removing the Outlier Groups
- Experiments and Results
- Discussion
- Conclusion and Future Work
- References
- Ontology-Driven Accounting Information System: Case Study of the Stock Exchange of Thailand
- Introduction
- Literature Review
- Corporate Governance
- Accounting Information Systems
- Ontology
- OntoAIS
- Ontology Development
- Ontological Engineering
- Conclusion
- References
- Discovering Relationship between Hepatitis C Virus NS5A Protein and Interferon/Ribavirin Therapy
- Introduction
- Background
- NS5A Protein
- Interferon and Ribavirin
- Discovery of Relationships by Data Mining
- The Project Framework
- The Datasets
- Encoding the NS5A Sequences
- Find Interesting Subsequences in NS5A Sequences
- Linking Subsequences Found and Resistance Mechanisms to IFN/RBV
- Discussion
- Conclusion
- References
- Inclusion-Based and Exclusion-Based Approaches in Graph-Based Multiple News Summarization
- Introduction
- Related Works
- Inclusion- and Exclusion-Based Summarization
- Text Segmentation
- Node Weight Assignment
- Edge Weight Assignment
- Inclusion-Based Approach
- Exclusion-Based Approach
- Experiment
- Experimental Setting and Evaluation Criteria
- Experimental Results
- Conclusion and Future Work
- References
- Band Selection for Hyperspectral Image Using Principal Components Analysis and Maxima-Minima Functional
- Introduction
- Methods
- Dimensionality Reduction
- Background on PCA
- Maxima and Minima
- PCA-MM
- Result
- Experimental Setup
- Experimental Results
- Conclusions
- References
- Structuring Invention Knowledge to Creatively Solve a Technological Problem
- Introduction
- Related Works
- Creative Problem Solving Methods
- Patent System
- Structuring Invention Knowledge
- Experiments
- Forming an Essential Construction Concept of an Apparatus
- Effectiveness of the Proposed Method
- Results
- Essential Construction Concept of an Apparatus
- Effectiveness of Invention Knowledge Structure
- Discussion
- Essential Construction Concept of an Apparatus
- Effectiveness of Invention Knowledge Structure
- Conclusion
- References
- Development of a Search System for Heterogeneous Image Database
- Introduction
- Visual Descriptors
- Color Descriptor
- Grayscale Descriptor
- Speed up the Search
- Relevance Feedback
- Summary and Conclusion
- References
- Distribution of Evolved Knowledge Based on Adapting Context in a Region
- Introduction
- Useful Regional Knowledge and Context
- Context and Human Actions
- Success Network and Adapting Contexts
- Evolved Knowledge in a Region
- Distribution in Knowledge Service
- Evolving Knowledge and Expanding Evolved Knowledge
- Network Affordance with Active Reflection Node and Context
- Conclusions
- References
- A Method to Analyze Learners' Interest Changes with Concept Maps
- Introduction
- Outline of Our Approach
- Concept Mapping and Ontology
- Concept Map in This Study
- The Ontology in This Study
- Study Design and Results of Experiments
- Study Subjects
- Outline of Experiments
- Procedures of Main Experiments
- Results of Experiments
- Our Analysis Method
- Procedure of Analysis
- The Case of S27: Interest Changed from Economics to Computer Science
- Conclusion
- References
- A Na\"{ı} ve-Bayesian Methodology to Classify Echo Cardiographic Images through SQL
- Introduction
- Previous Work
- Feature Extraction of 2D and Color Doppler Echo Images
- SQL Based Naïve Bayesian Classifier
- Training and Prediction Phase Schema
- SQL-Bayesian Algorithms
- SQL Queries
- Experimental Setup and Results
- Estimating Bayesian SQL Accuracy
- Conclusions
- References
- Acquisition of Practical Knowledge in Medical Services Based on Externalizing Service Task-Grasp of Medical Staff
- Introduction
- P.K. Sharing in Clinical Pathway
- P.K. Sharing Support System
- The Future and Aim of Medical Service Ontology
- The Modeling of Medical Service as Task-Grasp of Medical Staff
- P.K. Interview Based on Models
- Trial Use of the System
- Result of Modification of Task Explanation Message
- Result of P.K. Acquisition
- Result of Usage of Acquired P.K.
- Conclusion
- References
- Real Time Hand Tracking as a User Input Device
- Introduction
- Proposed System
- Hand Detection and Tracking
- Hand Detection
- Hand Tracking
- Command Recognition
- Hand Features
- Command Recognition
- System Performance and Discussion
- Hand Detection
- Hand Tracking
- Command Recognition
- Conclusion
- References
- Freedom of Choice and Creativity in Multicriteria Decision Making
- Preliminaries
- Main Problems and Ideas Related to Creative Decision Making
- Multicriteria Decision Problem Formulation by Autonomous Systems Based on Reference Sets and Feature Selection
- The Design of Creative Decision Support Procedures
- Final Remarks and Conclusions
- References
- A Rule-Based Approach to Activity Recognition
- Introduction
- Related Works
- Framework and Experimental Scheme
- Rule Learning Experiment
- Orientation Detection.
- Activity Classification.
- Evaluation
- Conclusions
- References
- Simultaneous Character-Cluster-Based Word Segmentation and Named Entity Recognition in Thai Language
- Introduction
- The Proposed Method
- Thai Writing System with Hierarchical Structure Representation (HSR)
- Character Cluster and Its Type
- Phase-Merging Discriminative Probabilistic Model
- Labeling
- Feature
- Experiment
- Corpus
- Experimental Setting and Evaluation Criteria
- Experimental Result
- Conclusion and Future Work
- References
- A Comparison of Four Association Engines in Divergent Thinking Support Systems onWikipedia
- Introduction
- Structured Documents
- Structure of Documents and Information Sources
- Association Search
- Informative Entity Extraction
- GETA - Generic Engine for Transposable Association Computation
- Divergent Thinking Support System
- Structure of System
- Workflow of System
- Eureka! Interface
- Experimental Setting
- Four Divergent Thinking Support Engines
- Evaluation Methods
- Procedure of Experiment
- Experimental Results and Observation
- Quantitative Results
- Qualitative Results
- Conclusion
- References
- An Ontology-Based Method for Measurement of Transferability and Complexity of Knowledge in Multi-site Software Development Environment
- Introduction
- Collaboration in Multi-site Software Development Environment
- Social Capital
- Knowledge Capital
- Key Variables of Knowledge Sharing
- Trust
- Knowledge
- Ontology-Based Approach for Measurement of Transferability and Complexity of Knowledge
- Ontology
- Transferability of Ontology
- Complexity of Ontology
- Experimental Studies
- Related Work
- Conclusion
- References
- Dogsperate Escape: A Demonstration of Real-Time BSN-Based Game Control with e-AR Sensor
- Introduction
- Dogsperate Escape
- BSN-Based Game Control
- e-AR Sensor
- Collection of Training Data
- An Activity Recognition Algorithm
- Calibration and Preprocessing.
- Feature Extraction.
- Activity Recognition.
- Model Validation and Experimental Results
- Conclusions
- References
- Author Index
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