Knowledge Discovery, Knowledge Engineering and Knowledge Management
First International Joint Conference, IC3K 2009, Funchal, Madeira, Portugal, October 6-8, 2009, Revised Selected Papers
Published on 4. March 2011
XIII, 411 pages
978-3-642-19032-2 (ISBN)
Description
This book constitutes the thoroughly refereed post-conference
proceedings of the First International Joint Conference on Knowledge
Discovery, Knowledge Engineering, and Knowledge Management, IC3K 2009,
held in Funchal, Madeira, Portugal, in October 2009.
This book includes revised and extended versions of a strict selection
of the best papers presented at the conference; 27 revised full papers
together with 3 invited lectures were carefully reviewed and selected
from 369 submissions. According to the three covered conferences KDIR
2009, KEOD 2009, and KMIS 2009, the papers are organized in topical
sections on on knowledge discovery and information retrieval, knowledge
engineering and ontology development, and on knowledge management and
information sharing.
More details
Series
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Illustrations
XIII, 411 p. 135 illus., 81 illus. in color.
File size
8,75 MB
ISBN-13
978-3-642-19032-2 (9783642190322)
DOI
10.1007/978-3-642-19032-2
Schweitzer Classification
Other editions
Additional editions
Ana Fred | Jan L. G. Dietz | Kecheng Liu
Knowledge Discovery, Knowledge Engineering and Knowledge Management
First International Joint Conference, IC3K 2009, Funchal, Madeira, Portugal, October 6-8, 2009, Revised Selected Papers
Book
02/2011
1st Edition
Springer
€106.99
Shipment within 5-7 days
Content
- Intro
- Title
- Preface
- Organization
- Table of Contents
- Invited Papers
- Helping People Remember: Coactive Assistance for Personal Information Management on a Semantic Desktop
- Introduction
- The Semantic Desktop
- Ontology-Based Document Understanding
- Ontology-Based Information Extraction with SCOOBIE
- Recommending PIMO Instances as Semantic Tags for Documents
- Evaluating the Information Butler
- Conclusions and Outlook
- References
- Modeling Uncertainties in Advanced Knowledge Management
- Introduction
- Uncertainty Management
- Developed Solution for Integrating Uncertain Product Use Information
- Representation of Product Use Knowledge
- Requirements for the Knowledge Representation
- State of the Art of Methods and Techniques for Knowledge Representation
- Evaluation of Methods for Knowledge Representation
- Proposed Knowledge-Based Approach
- Use Case Scenario
- Bayesian Networks for Modeling Product Use Knowledge
- "What-If"-Analysis to Deduce Room for Product Improvements
- Conclusions and Outlook
- References
- Authentication Using Multi-level Social Networks
- Introduction
- Related Work
- The Framework
- Framework Analysis
- Discussion
- Security and Attack Analysis
- Conclusions
- References
- Part I: Knowledge Discovery and Information Retrieval
- Extracting Relationship Associations from Semantic Graphs in Life Sciences
- Introduction
- Background
- Creation of Semantic Graphs
- Semantic Matching
- Relationship Association Extraction
- Generating Triple Queries
- Matching Triple Queries
- Generating Association Queries
- Removing Duplicate Queries
- Matching Association Queries
- Relevance Criteria
- Relationship Associations
- Experiments
- Related Work
- Conclusions and Future Work
- References
- Sequential Supervised Learning for Hypernym Discovery fromWikipedia
- Introduction
- Data Collection and Preparation
- Baselines: Syntactic Information and Lexico-Syntactic Patterns
- Syntactic-Semantic Tagging
- Evaluation and Results
- Baseline 1: Syntactic Information
- Baseline 2: Lexico-Syntactic Patterns
- Syntactic-Semantic Tagging
- Conclusions
- References
- Evolving Estimators for Software Project Development
- Introduction
- Background
- Estimating Labor Effort in Software Project Development
- Genetic Programming
- Design and Implementation
- Data Preprocessing
- Algorithm Setup
- Fitness Function
- Results
- COCOMONASA Domain
- COC81 Domain
- Conclusions and Further Research
- References
- Extracting and Rendering Representative Sequences
- Introduction
- Data
- Extracting Representative Subsets
- Sorting Candidates
- Neighbourhood Density.
- Centrality.
- Frequency.
- Likelihood.
- Eliminating Redundancy
- Controlling Size/Coverage Trade-off
- Measuring Quality
- Mean Distance.
- Coverage.
- Distance Gain.
- Discrepancy.
- Visualizing Representative Sequences
- Key Patterns.
- Comparing Sorting Criterions
- Conclusions
- References
- Unsupervised Quadratic Discriminant Embeddings Using Gaussian Mixture Models
- Introduction
- Related Work
- Motivation and Contributions of the Paper
- The Cluster Space
- Derivation of the Cluster Space
- Relationship with QDA
- The Algorithm
- High-Dimensional Data
- Experiments
- Artificial Data
- Real-World Data
- Discussion and Conclusions
- References
- How to Rank Terminology Extracted by EXTERLOG
- Introduction
- Context
- IE and Log Files
- Terminology Extraction Background
- Exterlog: EXtraction of TERminology from LOGs
- Preprocessing and Normalization
- Grammatical Tagging
- Extraction of Co-occurrences
- Filtering of Candidates
- Experiments
- Conclusion and Future Work
- References
- Average Cluster Consistency for Cluster Ensemble Selection
- Introduction
- Background
- Cluster Ensemble Formulation
- Cluster Ensemble Selection
- WEACS
- Average Cluster Consistency (ACC)
- Experimental Setup
- Results
- Conclusions
- References
- Part II: Knowledge Engineering and Ontology Development
- Cross-Lingual Evaluation of Ontologies with Rudify
- Introduction
- The KYOTO Project
- OntoClean
- Rigidity
- Rudify Development
- Base Concepts
- Evaluation of Output
- Domain Specific Terms (English)
- BC-50-ENG
- BC-50-ESP and BC-50-NLD
- Application of Output
- Conclusions
- References
- Towards a Formalization of Ontology Relations in the Context of Ontology Repositories
- Introduction
- Related Work
- Methodology for the DOOR Ontology
- Definitions and Requirements
- Main Steps of the Methodology
- Formal Description of DOOR
- includedIn and equivalentTo
- similarTo
- Versioning
- Agree and Disagree
- Other Relations
- Kannel: An Application for the DOOR Ontology
- Conclusions
- References
- ARAGOG Semantic Search Engine: Working, Implementation and Comparison with Keyword-Based Search Engines
- Introduction
- Previous Works
- Motivation
- Proposed Architecture for Aragog
- Proposed Algorithms and Techniques for Various Modules
- Ontology Ranker
- Synonym Handler
- Semantic Answer Finder
- Semantic Answer Finder
- Implementation of Aragog
- Conclusions
- Future Work
- References
- Cooperative WordNet Editor for Lexical Semantic Acquisition
- Introduction
- Description of WordVenture System
- System Architecture
- Server-Side Architecture
- Client-Side Architecture
- Cooperative Approach to Building Lexical Nets
- Conclusions
- Future Mission
- References
- Analogical Cliques in Ontology Construction
- Introduction
- Categories and Cliques
- NameDropper Ontology
- Analogical Mappings
- Analogical Cliques
- Conclusions
- References
- Detection and Transformation of Ontology Patterns
- Introduction
- Ontology Transformation Process
- Workflow of Ontology Transformation
- Example of Ontology Transformation
- Ontology Pattern Detection
- Generic Variant
- Specific Variant within Ontology Matching Context
- Transformation Patterns vs. Alignment Patterns
- Related Work
- Conclusions and Future Work
- References
- Islands and Query Answering for Alchi-ontologies
- Introduction
- Foundations
- Description Logic ALCHI
- Related Work
- Ontology Partitioning
- Updating the ABox
- Updating the TBox
- Updating TBox - Concept Inclusions
- Updating RBox - Role Inclusions
- Updating RBox - Role Inverses
- Distributed Storage System and Preliminary Evaluation
- Query Answering
- Conclusions
- References
- Ontology Co-construction with an Adaptive Multi-Agent System: Principles and Case-Study
- Introduction
- Dynamic Ontology Co-construction
- Context
- The Ontology Model
- The Adaptive Multi-Agent System (AMAS) Theory
- Principles
- Syntactic Patterns
- Semantic Relations
- Agent Behaviour
- Experiments
- Settings
- Results and Analysis
- Related Works
- The Earlier DYNAMO Prototype
- Ontology Engineering from Text in Dynamic Environments
- Conclusions
- References
- A Methodology for Knowledge Acquisition in Consumer-Oriented Healthcare
- Introduction
- Background
- Consumer-Oriented Medical Terminologies
- Knowledge Acquisition in Healthcare
- Methodology
- Wiki-Based Acquisition
- Nurses-Assisted Acquisition
- Focus Group Acquisition
- Term Extraction
- Clinical Review
- Results Evaluation
- Conclusions and Future Work
- References
- Combining Statistical and Symbolic Reasoning for Active Scene Categorization
- Introduction
- System Architecture
- Knowledge Representation
- Ontological Model
- Statistical Model
- Reasoning
- Belief Update
- Information Gain
- Scene Categorization
- Object Detection
- Results
- Discussion
- References
- A Semi-automatic System for Knowledge Base Population
- Introduction
- Content Extraction for Databasing Issues
- Error Analysis
- System, Database and Interface
- Interface Design
- Database Fields for Relations
- Discussion
- References
- Part III: Knowledge Management and Information Sharing
- Enterprise Wikis - Types of Use, Benefits and Obstacles: A Multiple-Case Study
- Introduction
- Research Design
- A Multiple-Case Study Approach
- Data Collection and Analysis
- Multiple-Case-Study Results
- Qualitative Results: Case Alpha
- Qualitative Results: Case Beta
- Qualitative Results: Case Gamma
- Quantitative Results
- Conclusions and Outlook
- References
- A Knowledge Management System and Social Networking Service to Connect Communities of Practice
- Introduction
- Constellation of Communities of Practice
- Knowledge Management Systems and Social Networking Services
- Model of Interconnection of Communities of Practice
- General Model of ICP
- The Reasons for Using ICP Instead of CCP
- Management and Dissemination of the ICP Knowledge
- The TE-Cap 2 Platform
- User Profile Management
- Knowledge Indexation and Search Tool
- Classification Evolution
- A Descriptive Investigation
- Conclusions
- References
- Design Issues for an Extensible CMS-Based Document Management System
- Introduction
- WebC-Docs
- WebC-Docs' Key Concepts
- Integration with the WebComfort CMS
- Explorer-Like Web Interface
- Document Versioning
- Dynamic Attributes
- Indexing and Searching
- Permissions
- Additional Repositories
- Discussion
- Related Work
- Conclusions and Future Work
- References
- CrimeFighter: A Toolbox for Counterterrorism
- Introduction
- CrimeFighter Processes, Tools and Techniques
- Processes
- Tools
- Techniques
- Previous Work
- Open Issues
- Ongoing and Related Work
- Conclusions
- References
- Functional Analysis of Enterprise 2.0 Tools: A Services Catalog
- Motivation
- Related Work
- Content Types
- Towards a Services Catalog
- Services Catalog
- Content-Centric Services
- User-Centric Services
- Orthogonal Services
- Additional Services
- Rating Methodology
- Conclusions and Outlook
- References
- Scenario Process as a Community for Organizational Knowledge Creation and Sharing
- Introduction
- Conceptual Background
- Knowledge and Knowing
- Contexts for Knowledge Creation and Sharing
- Scenarios and the Scenario Process
- Linking the Conceptual Elements
- Knowledge Creation and Sharing in the Scenario Process
- Overview of the Scenario Process
- Cases
- Discussion and Conclusions
- References
- Neural Networks Aided Automatic Keywords Selection
- Introduction
- Statistical Approach
- Algorithm
- Limitations
- Kohonen's Neural Networks Approach
- Algorithm
- Neural Network Reinforcement
- Reinforcement
- The Results Propriety
- The Comparison of Results
- Document Management System Implementation
- Performance
- References
- Value Knowledge Management for Multi-party Conflicts: An Example of Process Structuring
- Introduction
- Group Judgment Policies
- Shared Resource Allocation Model
- Application of Analytical Mediation
- Discussion and Conclusions
- References
- Leveraging Organizational Knowledge Management through Corporate Portal
- Introduction
- Background Literature
- Knowledge Management Processes
- Knowledge Management Benefits
- Framework
- Framework Development
- Knowledge Management Processes
- Methodology
- Sample
- Questionnaire
- Data Analysis and Results
- Analysis Methodology
- Constructs Reliability
- Correlations
- Conclusions
- References
- Author Index
