
Conceptual Structures for Discovering Knowledge
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Content
- Title
- Preface
- Conference Organization
- Table of Contents
- Invited Papers
- Semantic Technologies for Enterprises
- Introduction
- What Are Semantic Technologies?
- Core Semantic Technologies
- Enablers for Semantic Technologies
- Semantic Web vs. Semantic Enterprise
- Benefits of Semantic Technologies
- Data Integration and Federation
- Agile Schema Development
- Semantic Search Capabilities
- Collaborative/Social Computing
- Costs of Semantic Technologies
- Technical Challenges
- Modelling Challenges
- Measuring Challenges
- Educational Challenges
- Buy-In for the Conceptual Structures Community
- Conclusion
- References
- Utility and Feasibility of Reasoning beyond Decidability in Semantic Technologies
- Introduction
- Recap: Decidability and Semidecidability
- A Classification of Decision Procedures by Usefulness
- On the Importance of Failsafe Decision Procedures
- Where Failsafe Decidability Is Crucial
- Where Failsafe Decidability Is Dispensable
- OWL, Syntactic and Semantic Variants
- FOL-Empowered OWL Reasoning beyond Decidability
- Translating Direct Semantics Reasoning into FOL
- Translating RDF-Based Semantics Reasoning into FOL
- Experimental Results
- Come on, Logic!
- Conclusion
- References
- Cognitive Architectures for Conceptual Structures
- Cognitive Architectures
- The CS Cognitive Architecture
- Neural and Psycholinguistic Evidence
- Peirce's Logic and Semiotics
- VivoMind Cognitive Architecture
- References
- Accepted Papers
- In-Close2, a High Performance Formal Concept Miner
- Introduction
- The In-Close2 Design
- Structure of In-Close2
- Explanation of Main Procedure, InCloseII
- Explanation of Procedure IsCanonical
- The Effect of Attribute Inheritance on Performance
- Data Preprocessing and Optimisation Techniques for Efficient Use of Cache Memory
- Physical Column Sorting
- Reducing Row Hamming Distance
- Using a Bit-Array
- In-Close2 Performance Evaluation
- Public Data Set Experiments
- Artificial Data Set Experiments
- Random Data Set Experiments
- Application of Context Reduction by In-Close2 in Gene Co-expression Analysis
- Conclusion
- References
- A Mapping from Conceptual Graphs to Formal Concept Analysis
- Introduction
- Motivation
- Conceptual Graphs (CGs)
- Concepts and Relations
- Mapping CGs to FCA
- A CG to FCA Algorithm
- A Simple University Scenario Example
- The CG for the Example
- CGtoFCA
- An Integrated, Interoperable Conceptual Structure
- An Enhanced TM
- Wille's CG to FCA Approach
- Conclusions
- References
- Partial Orders and Logical Concept Analysis to Explore Patterns Extracted by Data Mining
- Introduction
- Case Studies
- Natural Language Processing Task
- Fault Localization Task
- Logical Concept Analysis (LCA)
- Logic and Partial Order
- Logical Context
- The Proposed LCA Framework to Navigate into the Set of Extracted Patterns.
- Preliminaries
- A Logical Context to Explore Extracted Patterns
- User Actions: Navigation and Updating
- Stopping Criterion
- The Fault Localization Example
- Discussion
- Related Work
- Conclusion
- References
- A Buzz and E-Reputation Monitoring Tool for Twitter Based on Galois Lattices
- Introduction
- Twitter and Micro-blogging
- Formal Concept Analysis - Galois Lattices
- E-Buzz Monitoring
- Conclusions and Perspectives
- References
- Using Generalization of Syntactic Parse Trees for Taxonomy Capture on the Web
- Introduction
- Improving Search Relevance by Ontologies
- Building Taxonomy by Web Mining
- Filtering Answers Based on Taxonomy
- Syntactic Generalization of Sentences
- Evaluation of Search Relevance Improvement
- Commercial Evaluation of Text Similarity Improvement
- Related Work and Conclusions
- References
- A.N. Prior's Ideas on Tensed Ontology
- A.N. Prior on Time and Existence
- The Logic of Past and Future Objects
- The Barcan Formulae
- Quantifying over Possible Objects
- Asymmetry between the Past and the Future
- Towards a Theory of Tensed Ontology
- Time and Existence in Modern Ontologies
- Conclusion
- References
- Crowdsourced Knowledge: Peril and Promise for Conceptual Structures Research
- Introduction
- Open Domain Question Answering Systems
- Evolution of QA Research
- Sample of Recent QA Research Projects
- Current State of the Art
- The Most Often Repeated (MOR) Problem
- MOR in Web Journalism
- Truth about Lies
- Peirce's Economy of Research (EOR)
- EOR and Scientific Methodology
- MOR as a Confidence Game
- EOR as a Crowdsourcing Knowledge Game?
- Perspectives and Promise
- Notes
- References
- Evaluating the Transaction Graph through a Financial Trading Case Study
- Introduction
- The Financial Trading Case Study
- Model Fundamentals
- Capture Transactional Use-Case
- Transform Transactional Use-Case into Conceptual Graphs
- Integrate Conceptual Graphs with the Generic Transaction Model
- Model Visualisation
- Rule Refinement
- Model Automation
- Concluding Remarks
- References
- Integration of the Controlled Language ACE to the Amine Platform
- Introduction
- ACE and DRS
- ACE
- DRS
- DRS2CG Mapping
- Simple Sentences
- Composites Sentences
- ACE2CG Integration into the Amine Platform
- ACE2CG Graphical User Interface
- Conceptual Structures in ACE
- Text Analysis and Questions Answering System (TAQAS)
- ACE as an Executable Specification Language, with ACE2CG and Prolog+CG
- Conclusion
- Future Works
- References
- Identifying Relations between Medical Concepts by Parsing UMLS Definitions
- Introduction
- Related Work
- Prerequisites
- Extracting Relations from UMLS Definitions
- Definition Extraction
- Definition Parsing and Relation Explication
- Adding New Relations to the Original Relation Set
- Discussion
- Conclusion
- References
- Topicality in Logic-Based Ontologies
- Introduction
- Preliminaries
- Topicality
- Logic-Based Notions of Coherence
- Signature Independence
- ?-Signature Independence
- Natural Independence
- (Ir)relevance
- Minimal (Ir)relevance
- Discussion and Outlook
- References
- A Concept Discovery Approach for Fighting Human Trafficking and Forced Prostitution
- Introduction
- Human Trafficking and Forced Prostitution
- Dataset
- Method
- Analysis and Results
- Detection of Suspects of Human Trafficking and Forced Prostitution
- Case 1: Turkish Human Trafficking Network
- Case 2: Bulgarian Male Suspect
- Case 3: Loverboy Suspect
- Conclusions
- References
- A Modeling Method and Declarative Language for Temporal Reasoning Based on Fluid Qualities
- Introduction
- A Modeling Method Based on Fluid Qualities
- Modeling Primitives
- Representing Time
- A Declarative Language Based on Fluid Qualities
- Motivation
- Defining Quality Prototypes
- Rules
- Representing and Computing Values
- Case Study: A Model for Intelligent Buildings
- Related Work
- Conclusions and Future Work
- References
- Expressing Conceptual Graph Queries from Patterns: How to Take into Account the Relations
- Introduction
- Overview of Our System
- Description of the Process
- The Terminological Knowledge: The Support
- The Query Patterns
- Description of the Process
- Step 1: Expressing the User Queries
- Step 2: Matching of the Query Elements
- Step 3: Mapping the Patterns to the User Query
- Step 4: Ranking the Mappings
- Step 5: Generating Explicative Sentences and the Query
- Implementation and Experimentation
- Conclusion
- References
- Unix Systems Monitoring with FCA
- Introduction
- Published FCA Research in the Area of IT Security
- Some Unix Background on Temporal Data and File Hierarchies
- Modelling with FCA
- Four Examples of Exploring Unix System Data with FCA
- Conclusion
- References
- Supporting Ontology Design through Large-Scale FCA-Based Ontology Restructuring
- Introduction
- The Restructuring Problem
- Design Quality Criteria
- Refactoring Example
- Theoretical Background on Concept Analysis
- Inukhuk: Service Oriented Platform for Maintaining Ontologies Using rca
- Overall Process of Refactoring
- Aligning Ontology Elements
- Modelling the Data
- Analysis of the Relational Data
- Generating the Refactored Ontology
- Implementing and Validating the Approach
- Implementation
- Experiments
- Related Work
- Conclusion
- References
- Towards a Formalization of Individual Work Execution at Computer Workplaces
- Introduction
- Running Example and Requirements
- Running Example: Pete Plans a Conference Travel
- Modeling Requirements
- Activity Theory as Perspective on Work Execution
- Activity Theory and Situated Behavior
- Situated Behavior at Computer Workplaces
- Modeling Basis
- Computer Work Ontology (CWO)
- Tool: Computer Workplace Environment
- Subject: Task Execution
- Object: Work Execution
- Related Work
- Conclusion
- References
- Semi-supervised Learning for Mixed-Type Data via Formal Concept Analysis
- Introduction
- Data Preprocessing
- Learning via FCA
- Making Concept Lattices by FCA
- Learning with Labels
- Classification
- Experiments
- Materials and Methods
- Results and Discussion
- Related Work
- Conclusion
- References
- Short Papers
- Towards Structuring Episodes in Patient History
- Introduction
- Episodes in Hospital Patient Records
- Automatic Discovery of Episodes
- Conclusion
- References
- Rigorous, and Informal?
- Introduction
- Boundaries of Formal Theory
- Nearly Formal Systems
- Conclusion
- References
- OpenSEA - Using Common Logic to Provide a Semantic Enterprise Architecture Framework
- Introduction
- Formalising the Enterprise Architecture
- A Common Toolset and a Common Language
- Gathering Knowledge across the Enterprise
- Semantic Business Process Management
- TOGAF and Common Logic
- The Extended Ontology
- Stability and Agility: Formalising TOGAF
- Further Research
- References
- International Workshop on the Concept Formation and Extraction in Under- Traversed Domains
- An Android Based Medication Reminder System: A Concept Analysis Approach
- Introduction
- Concept Definition for Digitized Images
- Concept Analysis
- Concept Mapping
- Concept-Row Analysis
- Calendar Event Creation
- Experimental Results
- Conclusion and Future Research
- References
- System Decomposition for Temporal Concept Analysis
- Introduction
- Temporal Concept Attribute Models (TCAM)
- Network Decomposition
- Structural Decomposition
- Functional Decomposition
- Discussion
- Conclusion
- References
- Modeling UAS Swarm System Using Conceptual and Dynamic Architectural Modeling Concepts
- Introduction
- Control Architecture for UAS Swarm
- Analysis of Control Architectures
- The Formal Description of Conceptual Software Architecture
- Conclusion and Future Work
- References
- Name Extraction and Formal Concept Analysis
- Introduction
- Overview of Our Approach
- The Information Lists
- Recipe for the Master List
- Criteria for Selecting Words from Word Lists for Master List
- Conclusion and Future Work
- References
- International Workshop on Task Specific Information Retrieval
- Towards the Development of an Integrated Framework for Enhancing Enterprise Search Using Latent Semantic Indexing
- Introduction
- Enterprise Search Problems
- Heterogeneous Documents
- Non-web Document
- Search Context
- The Proposed Framework
- Apache Hadoop
- Apache Tika
- Apache Solr
- Latent Semantic Indexing
- Conclusions and Future Work
- References
- Trace of Objects to Retrieve Prediction Patterns of Activities in Smart Homes
- Introduction
- Modeling the Activities Realization and Prediction Patterns
- Definitions
- Pattern Learning
- Concluding Remarks
- References
- Distributed Context Aware Collaborative Filtering Approach for Service Selection in Wireless Mesh Networks
- Introduction
- Related Work
- System Model
- Problem Definition
- Proposed Approach
- Rating by Users for a Particular Service
- Context Aware Service Selection (CASS) Algorithm
- Results and Discussion
- Conclusions
- References
- A Framework for the Evaluation of Adaptive IR Systems through Implicit Recommendation
- Introduction
- A Review of Personalisation Approaches and Evaluation Techniques for AIRS
- Overview of Personalisation Approaches
- Evaluation Approaches for PIR Systems
- The Proposed Personalised Framework
- Methodology and Architectural Approach
- Implementation and Technologies Used
- Proposed Implicit Recommendation Algorithm
- Benefits and Functions of the Framework
- Task-Based Experiments and User Evaluations
- Conclusion and Future Work
- References
- MedMatch - Towards Domain Specific Semantic Matching
- Introduction
- Domain Specific Terminology and Related Work
- SMatchComparison
- Background Knowledge Requirements
- FMAEvaluation
- Algorithm Changes Required for Use with the FMA
- Step 1 - String to Formula Conversion
- Step 2 - Context Creation and Filtering
- Step 3 - Atomic Formula Matching
- Conclusion
- References
- Application Identification of Semantic Web Techniques in KM Systems
- Introduction
- Areas on the Semantic Web for KM
- Semantic Web
- The Semantic Web as Innovation Tool for KM
- Integration Limitation
- Improving the Knowledge Creation Cycle
- Sharing Knowledge
- Semantic Annotation
- Input Data Validation
- Conclusion
- References
- Conceptual Structures - Learning, Teaching and Assessment Workshop
- Aligning the Teaching of FCA with Existing Module Learning Outcomes
- Introduction
- Biggs Constructive Alignment
- Yin's Case Study Research Method
- Data Collection
- Applying the Method: The Four Cycle Smart Applications Project
- Cycle 1: 2007/8
- Cycle 2: 2008/9
- Cycles 3 & 4: 2009/10 & 2010/11
- Conclusion
- References
- A Proposal for Developing a Primer for Constructing and Analyzing Conceptual Structures
- Introduction
- Rationale
- Networking with Other Initiatives
- Special Interest Group
- A Draft Framework of the Primer
- References
- Internationalising the Computing Curricula: A Peircian Approach
- Introduction
- Critical Thinking
- Cultural Perspectives
- The Peircian Approach
- Managing Doubt
- A Case Study: Teaching Introductory Programming
- Learning Outcomes
- Module Organisation
- Discussion
- Conclusion
- References
- Broadening the Ontological Perspectives in Science Learning: Implications for Research and Practice in Science Teaching
- The Function of Ontology in Science Education
- Linkage between Ontology and Knowledge Representation
- Knowledge-Based Instruction as a Framework for Science Education
- Ontological Implications of Knowledge-Based Instruction for Research and Practice in Science Education
- References
- Author Index
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