
Knowledge Engineering and Knowledge Management
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The 6 revised full papers included in this volume were carefully reviewed and selected from the 13 full papers that were accepted for presentation at the conference from the initial 82 submissions. This volume also contains the 37 accepted contributions for the EKAW 2016 tutorials, demo and poster sessions, and the doctoral consortium. The special focus of this year's EKAW was "evolving knowledge", which concerns all aspects of the management and acquisition of knowledge representations of evolving, contextual, and local models. This includes change management, trend detection, model evolution, streaming data and stream reasoning, event processing, time-and space dependent models, contextual and local knowledge representations with a special emphasis on the evolvability and localization of knowledge and the correct usage of these limits.
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Content
- Intro
- Preface
- Organization
- Contents
- Tutorial
- Modeling, Generating, and Publishing Knowledge as Linked Data
- 1 Introduction
- 2 Linked Data Modeling
- 3 Linked Data Generation
- 3.1 Generation
- 3.2 Validation
- 3.3 RMLProcessor
- 3.4 RMLValidator
- 4 Linked Data Publishing
- 4.1 Linked Data Interfaces
- 4.2 Linked Data Licensing, Announcement and Maintenance
- 5 Linked Data Publishing Workflow Administration
- 5.1 RMLWorkbench
- 6 EKAW2016 Tutorial Report
- References
- First Workshop on Detection, Representation and Management of Concept Drift in Linked Open Data: Report of the Drift-a-LOD2016 Workshop
- 1 Introduction
- 2 Workshop Overview
- 3 Research Directions
- References
- Tracing Shifting Conceptual Vocabularies Through Time
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Time-Varying Relationships in Text
- 4 Algorithm
- 5 Results
- 6 Discussion
- 7 Constructing Ground Truth Evaluation Data from LOD
- 8 Limitations, Potential Improvements, Other Considerations
- Acknowledgments
- References
- The SemaDrift Protégé Plugin to Measure Semantic Drift in Ontologies: Lessons Learned
- Abstract
- 1 Introduction
- 2 Related Work
- 3 The SemaDrift Protégé Plugin
- 3.1 Semantic Drift Metrics
- 3.2 Functionality
- 4 Use Case Scenarios
- 4.1 SemaDrift Within the PERICLES Project
- 4.2 Semantic Drift in Digital Preservation
- 4.3 Semantic Drift in the Web Services Domain
- 5 Discussion
- 6 Conclusions and Future Work
- Acknowledgements
- References
- Combining Distributional Semantics and Structured Data to Study Lexical Change
- 1 Introduction
- 2 Source Data
- 3 Approach
- 4 Usage Examples
- 5 Discussion and Future Work
- References
- Second International Workshop on Educational Knowledge Management (EKM 2016)
- Educational Knowledge Management(EKM 2016)
- Abstract
- Program Committee
- Learning Scorecard: Monitor and Foster Student Learning Through Gamification
- Abstract
- 1 Introduction
- 2 Business Intelligence in Higher Education
- 3 Gamification in Higher Education
- 4 The Learning Scorecard
- 4.1 Strategic Design of the Learning Scorecard
- 5 LS Prototype
- 6 Conclusions and Future Work
- Acknowledgments
- References
- Towards an Architecture for Universities Management
- Abstract
- 1 Introduction
- 2 Problem Statement
- 3 Related Work
- 4 Global Approach
- 4.1 Knowledge Definition
- 4.2 Linked Open Data
- 4.3 Knowledge Extraction and Classification
- 4.4 Knowledge Representation
- 5 Conclusion and Future Work
- References
- A Formalization of the French Elementary School Curricula
- 1 Introduction
- 2 Related Work
- 3 The French Educational Model
- 4 The EduProgression Ontology and Associated thesaurus
- 4.1 The EduProgression Ontology
- 4.2 Three Thesaurus Associated to Each Educational progression
- 5 Exploitation of EduProgression and the Associated thesaurus
- 6 Knowledge Extraction from Texts and Formalization
- 7 Entity Linking
- 8 Conclusions and Future Work
- References
- Posters and Demos
- Semantic Integration of Geospatial Datafrom Earth Observations
- Abstract
- Introduction
- Data Sets
- A Data Model for Enriched Geospatial MetadataRecords
- Concluding Remarks and Future Work
- References
- Semantic Integration of Geospatial Data from Earth Observations
- 1 Introduction
- 2 Data Sets
- 3 A Data Model for Enriched Geospatial Metadata Records
- 4 Concluding Remarks and Future Work
- References
- Matching Ontologies Using a Frame-Driven Approach
- 1 Introduction
- 2 Proposed Approach
- 3 Conclusion and Future Work
- References
- IKEYS: Interactive KEYword Search Dedicated to Corporate Data
- 1 Introduction
- 2 Coarse Query Definition
- 3 Query Interpretation
- 4 Query Refinement
- 5 Demonstration Scenario
- References
- Soundness and Ontology-Based Consistency of Sensor Data Acquisition Plans
- 1 Introduction
- 2 Data Plan Specification
- 3 Sound and Consistent Specification
- 4 Conclusions
- References
- Selecting and Tailoring Ontologies with JOYCE
- 1 Introduction
- 2 Tool Overview
- 3 User Interface and Demonstration
- References
- Representing Contextual Information as Fluents
- 1 Introduction
- 2 NdFluents
- 3 Modeling a Knowledge Base with NdFluents
- 4 Conclusion
- References
- An Ontological Perspective on Thematic Roles
- Abstract
- 1 Introduction
- 2 Related Work and Background
- 3 An Ontological Approach to Thematic Roles
- 4 Conclusions and Future Work
- References
- StreamJess: Enabling Jess for Stream Data Reasoning and the Water Domain Case
- Abstract
- 1 Introduction
- 2 Conceptual Design and Implementation
- 3 Validation
- 4 Conclusion
- References
- Flexible RDF Generation from RDF and Heterogeneous Data Sources with SPARQL-Generate
- 1 Introduction
- 2 Requirements for RDF Lifting Mechanisms
- 3 SPARQL-Generate
- 4 Future Work and Conclusion
- References
- DOREMUS to Schema.org: Mapping a Complex Vocabulary to a Simpler One
- 1 Music Information and Structured Data
- 2 Model Simplification
- 3 Evaluation and Future Work
- References
- FORMULIS: Dynamic Form-Based Interface for Guided Knowledge Graph Authoring
- 1 Introduction
- 2 FORMULIS: Guided RDF Authoring Through Forms
- 3 Demo
- References
- Usability and Improvement of Existing Alignments: The LOINC-SNOMED CT Case Study
- Abstract
- 1 Introduction
- 2 Material and Method
- 2.1 LOINC-SNOMED CT Alignment
- 2.2 LOINC Test Classification with SNOMED CT Ontology
- 2.3 Alignment Process
- 3 Results
- 3.1 Enhancing Alignment Using Automatic Methods
- 3.2 Usability of SNOMED CT Tests Classification
- 4 Conclusion
- References
- LD Sniffer: A Quality Assessment Tool for Measuring the Accessibility of Linked Data
- 1 Introduction
- 2 Related Work
- 3 LD Sniffer
- 3.1 Metrics
- 3.2 Quality Assessment Results
- 4 Conclusions and Future Work
- References
- A Benchmarking Framework for Stream Processors
- 1 Introduction
- 2 Challenges
- 3 Framework Architecture
- 4 Show Case
- 4.1 General Transit Feed Specification
- 4.2 Implementation
- 5 Evaluation
- 5.1 Functionality
- 5.2 Correctness
- 6 Conclusions
- References
- Life Science Ontologies in Literature Retrieval: A Comparison of Linked Data Sets for Use in Semantic Search on a Heterogeneous Corpus
- 1 Introduction
- 2 Methodology
- 3 Results
- 4 Conclusion
- References
- Building Citation Networks with SPACIN
- 1 Introduction
- 2 The SPAR Citation Indexer
- 3 Conclusions
- References
- Graph-Based Relation Validation Method
- 1 Introduction
- 2 Method Description
- 3 Dataset and Experiments
- 4 Conclusion
- References
- Probabilistic Inductive Logic Programming on the Web
- 1 Introduction
- 2 EMBLEM and SLIPCOVER
- References
- Financial Sentiment Orientation of Word Combinations
- 1 Introduction
- 2 Financial Sentiment Orientation
- 2.1 Aligning Headlines and Index Movements
- 2.2 Computing Financial Sentiment Orientation
- 3 Evaluation
- References
- Towards Mining Patterns for Exploratory Search with Keval Algorithm
- 1 Introduction
- 2 Related Work
- 3 Algorithm Description
- 4 Conclusions and Future Work
- References
- Swift Linked Data Miner Extension for WebProtégé
- 1 Introduction
- 2 Extension Description
- 3 Proposed Demo
- 4 Conclusion
- References
- Exposing rdf Archives Using Triple Pattern Fragments
- 1 Introduction
- 2 Related Work
- 3 Requirements
- 3.1 Interface
- 3.2 Storage
- 3.3 Client
- 4 Conclusions
- References
- DKA-robo: Dynamically Updating Time-Invalid Knowledge Bases Using Robots
- 1 Introduction
- 2 Process Overview
- 3 DKA-robo Demonstration
- References
- Selecting Documents Relevant for Chemistry as a Classification Problem
- 1 Introduction and Problem Statement
- 2 Dataset
- 3 Approach
- 4 Results
- 5 Conclusion
- References
- Doctoral Consortium
- Addressing Knowledge Integrationwith a Frame-Driven Approach
- Introduction
- Related Work
- Proposed Approach
- Research Plan and Conclusion
- References
- Addressing Knowledge Integration with a Frame-Driven Approach
- 1 Introduction
- 2 Related Work
- 3 Proposed Approach
- 4 Research Plan and Conclusion
- References
- Automatic Maintenance of Semantic Annotations
- 1 Problem
- 2 State of the Art
- 3 Proposed Approach
- 4 Methodology
- 5 Results
- 6 Conclusion
- References
- Photo Archives in Linked Open Data -- The Federico Zeri's Archive Case Study
- 1 Introduction
- 2 Related Works
- 3 A Modular and Iterative Approach to Expose Linked Open Data of Photo Archives
- 4 Methodology
- 5 The Zeri Photo Archive Case Study
- 6 Conclusions and Future Work
- References
- Dealing with Velocity and Variety in the Acquisition of Heterogeneous Sensor Data
- 1 Introduction
- 2 Related Work
- 3 Motivating Example and Architecture
- 4 Proposed Approach
- 5 The StreamLoader System
- 6 Conclusions
- References
- Semantic Data Integration for Industry 4.0 Standards
- 1 Problem Statement
- 2 State of the Art
- 3 Proposed Approach
- 4 Results
- 5 Methodology
- 6 Conclusions and Future Work
- References
- Extracting Knowledge Claims for Automatic Evidence Synthesis Using Semantic Technology
- Abstract
- 1 Problem Statement
- 2 State of the Art
- 3 Proposed Approach
- 3.1 Overall Approach
- 3.2 Methodology
- 4 Results and Discussion
- 5 Conclusions and Future Work
- Acknowledgement
- References
- A Proposal for Self-Service OLAP Endpoints for Linked RDF Datasets
- 1 Introduction
- 2 State of the Art
- 3 Proposed Approach
- 4 Summary and Future Work
- References
- Ontology Learning from Software Requirements Specification (SRS)
- 1 Problem Description
- 2 State of the Art
- 3 Aim and Objectives
- 4 Methodology
- 5 Preliminary Results and Future Work
- References
- Managing Ontology Mapping Change Based on Changing Inference Sets
- 1 Introduction
- 2 Problem
- 3 State of the Art
- 4 Proposed Approach
- 5 Methodology for Implementation and Evaluation
- 6 Results
- 7 Conclusions and Future Work
- References
- Modeling, Exploring and Recommending Music in Its Complexity
- 1 Problem Statement
- 2 Proposed Approach
- 3 State of the Art
- 4 Methodology
- 5 Preliminary Results
- 6 Conclusion and Future Work
- References
- Metropo-Lifeline: Participatory Description and Analysis of the Migration of Residents Within a Metr ...
- Abstract
- 1 Introduction
- 2 Issues to Address
- 3 State of the Art
- 3.1 Studying Residential Choice
- 3.2 Trajectory Modeling
- 3.3 Characterize Space and Time
- 4 Proposed Approach
- 4.1 Overview
- 4.2 Life Trajectory Modeling
- 4.3 Data Collection
- 4.4 Data Exploitation
- 4.5 Methodology and Evaluation
- 4.6 Preliminary Results
- 5 Conclusions and Future Work
- Acknowledgments
- References
- Facilitating the Management and Analysis of Scholarly Communication Metadata
- 1 Problem Statement
- 2 State of the Art
- 3 Proposed Approach
- 3.1 Metadata Domains
- 3.2 Metadata Life-Cycle
- 4 Methodology
- 5 Results
- 6 Conclusions and Future Work
- References
- Author Index
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