Knowledge Engineering and Knowledge Management

Name: Knowledge Engineering and Knowledge Management | EKAW 2016 Satellite Events, EKM and Drift-an-LOD, Bologna, Italy, November 19-23, 2016, Revised Selected Papers
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EKAW 2016 Satellite Events, EKM and Drift-an-LOD, Bologna, Italy, November 19-23, 2016, Revised Selected Papers

Paolo Ciancarini Francesco Poggi Matthew Horridge Jun Zhao Tudor Groza Mari Carmen Suarez-Figueroa Mathieu d'Aquin Valentina Presutti(Herausgeber*in)

Springer (Verlag)

Erschienen am 17. Mai 2017

XIV, 288 Seiten

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978-3-319-58694-6 (ISBN)

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Inhalt

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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