Metadata and Semantic Research 13th International Conference, MTSR 2019, Rome, Italy, October 28-31, 2019, Revised Selected Papers

• Main Authors: Garoufallou, Emmanouel, Fallucchi, Francesca, William De Luca, Ernesto
• Format: eBook
• Language: English
• Published: Netherlands Springer Nature 2019; Springer International Publishing AG; Springer International Publishing
• Edition: 1
• Series: Communications in Computer and Information Science
• Subjects: Computer programming, programs, data; Semantic Web-Congresses

This book constitutes the thoroughly refereed proceedings of the 13th International Conference on Metadata and Semantic Research, MTSR 2019, held in Rome, Italy, in October 2019. The 27 full and 15 short papers presented were carefully reviewed and selected from 96 submissions. The papers are organi...

Table of Contents:

• 4 Classification of Grammar-Infused Templates -- 5 Use Case: Model Verbalisation in IsiZulu -- 6 Discussion -- 7 Conclusions -- References -- IoT Data Validation Using Spatial and Temporal Correlations -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 Data Validation Methods -- 2.2 Data Validation for Wireless Sensor Network -- 3 Our Approach -- 3.1 General Considerations -- 3.2 The Algorithm -- 4 Experiments and Results -- 5 Conclusions and Future Works -- References -- Semantic Assistance System for Providing Smart Services and Reasoning in Aero-Engine Manufacturing -- Abstract -- 1 Problem Statement -- 2 State of the Art -- 3 Research Approach -- 4 Capturing Requirements by Deduction of Use Cases -- 5 Development of Semantic Assistance System Demonstrator -- 5.1 Implementation of a Use Case in the Assistance System -- 5.2 Architecture Design -- 6 Evaluation and Preliminary Results -- 7 Conclusion and Outlook -- Acknowledgements -- References -- Automated Subject Indexing of Domain Specific Collections Using Word Embeddings and General Purpose Thesauri -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Corpus Formation -- 3.2 Topic Modeling Implementation -- 3.3 Topic and Concept Word Embeddings -- 3.4 Labeling the Topics -- 4 Results -- 5 Conclusions -- References -- An Ontology Based Approach for Data Leakage Prevention Against Advanced Persistent Threats -- 1 Introduction -- 2 Related Work -- 3 The DLP Ontology Against APT -- 3.1 Requirements of the DLP Ontology -- 3.2 Components of the DLP Ontology -- 3.3 Case Study -- 4 Conclusion and Future Work -- References -- Subtype Identification of Parkinson's Disease Using Sparse Canonical Correlation and Clustering Analysis of Multimodal Neuroimaging -- Abstract -- 1 Introduction -- 2 Methods -- 2.1 Data Description -- 2.2 DTI Processing
• 4 Methods and Experiment Setting -- 4.1 Features -- 4.2 Predictive Models and Results -- 5 Conclusion -- Acknowledgment -- References -- Ontology Based Anomaly Detection for File Integration -- 1 Introduction -- 2 Related Work -- 3 An Ontology for File Integration -- 4 Conclusion -- References -- Schema-Based Visual Queries over Linked Data Endpoints -- Abstract -- 1 Introduction -- 2 Visual Tool Data Meta-Schema -- 3 Visual Query Enabling Pipeline -- 4 Visual Query Environment -- 5 Conclusions -- References -- Track on Metadata and Semantics for Open Repositories, Research Information Systems, and Data Infrastructures -- Data Science from a Perspective of Computer Science -- Abstract -- 1 Introduction -- 2 Methodology -- 3 Data Science from the Computer Science Perspective -- 4 Conclusions -- References -- Track on Metadata and Semantics for Digital Libraries, Information Retrieval, Big, Linked, Social and Open Data -- Extending Faceted Search with Automated Object Ranking -- 1 Introduction -- 2 Context and Related Work -- 2.1 Background -- 2.2 Related Work -- 3 The Extended Model -- 4 The SmartFSRank Ranking Method -- 4.1 AppendBlocks -- 4.2 BreakBlock -- 5 Extensions of the Graphical User Interface -- 6 Evaluation -- 7 Concluding Remarks -- References -- C-Rank: A Concept Linking Approach to Unsupervised Keyphrase Extraction -- 1 Introduction -- 2 Related Work -- 3 C-Rank -- 3.1 Extraction of Candidate Keyphrases -- 3.2 Weight Candidates -- 3.3 Keyphrase Extraction -- 4 Experimental Evaluation -- 4.1 Datasets -- 4.2 Parameters Refinement -- 4.3 Results -- 5 Discussion -- 6 Conclusion -- References -- Scholarly Resources Structuring: Use Cases for Digital Libraries -- 1 Introduction -- 2 Research Motivation and Use Cases -- 2.1 Research Artifact Links -- 2.2 Research Motivation -- 2.3 Motivating Technology -- 3 Related Work -- 4 Dataset Selection
• 5 Domain Modeling: Publications, Datasets and Links -- 5.1 Publications and Datasets: Metadata Requirements -- 5.2 Getting Semantical: RDF Modeling -- 6 Links Harvesting and Storage: The Workflow -- 7 Use Cases: Explored Scenarios -- 8 Conclusion -- References -- OntoPPI: Towards Data Formalization on the Prediction of Protein Interactions -- 1 Introduction -- 2 Background -- 3 OntoPPI Overview -- 4 Experiments and Query Scenarios -- 5 Related Work -- 6 Conclusion and Future Work -- References -- Create Dashboards and Data Story with the Data &amp -- Analytics Frameworks -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Data &amp -- Analytics Framework (DAF) -- 4 Building Dashboard Process -- 4.1 Selection and Dataset Analysis (Step 1-2) -- 4.2 Superset's Tables Configuration and Visualization (Step 3-5) -- 5 Case Study -- 5.1 Sardinia Tourism Dataset -- 5.2 Sardinia Tourism Dashboard -- 5.3 Sardinia Tourism Data Story -- 6 Conclusion -- References -- Method for the Assessment of Semantic Accuracy Using Rules Identified by Conditional Functional Dependencies -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 Data Quality -- 2.2 Conditional Functional Dependencies -- 3 Method Design -- 4 Results and Discussion -- 5 Conclusion and Future Work -- References -- A Semantic Representation of the Citation Structure -- 1 Introduction -- 2 Expanded Citations -- 3 Citations and Their Structures -- 4 Discussion and Future Work -- References -- Track on Metadata and Semantics for Agriculture, Food and Environment (AgroSEM 2019) -- Hydrographic Datasets in Open Government Data Portals: Mitigation of Reusability Issues Through Provenance Documentation -- 1 Introduction -- 2 Materials and Methods -- 2.1 Identification of Open Data Portals -- 2.2 Criteria Definition -- 2.3 Data Search and Collection -- 3 Reusability Analysis of Hydrographic Datasets
• 4 Provenance Metadata for Flood Maps in South America
• 2.3 Three-Way Sparse Canonical Correlation Analysis (TSCCA) -- 2.4 Clustering Analysis and Verification of the Subtypes -- 3 Results -- 3.1 TSCCA Results -- 3.2 Clustering Analysis of Subtypes -- 3.3 Verification Results of the Subtypes -- 4 Discussions -- Acknowledgments -- References -- Predictive Data Transformation Suggestions in Grafterizer Using Machine Learning -- 1 Introduction -- 2 Tabular Data Transformations -- 3 Related Work -- 4 Approach for Data Transformation Suggestions -- 4.1 Architecture and Process -- 4.2 Implementation -- 5 Evaluation -- 6 Conclusions -- References -- Knowledge Graph Embeddings over Hundreds of Linked Datasets -- 1 Introduction -- 2 Background and Related Work -- 2.1 Background -- 2.2 Related Work -- 3 LODVec: The Proposed Approach -- 3.1 Problem Statement -- 3.2 Metadata and Notations -- 3.3 The Steps and Algorithm for Creating URI Sequences -- 4 Experimental Evaluation -- 4.1 Machine Learning Tasks - The Gain of Using Multiple Datasets -- 4.2 Finding Similar Entities -- 5 Conclusion -- References -- Changing the Subject: Dynamic Discussion Monitoring in Twitter -- 1 Introduction -- 2 Background -- 2.1 Social Media -- 2.2 Topic Tracking -- 3 Methodology -- 3.1 Selection of Authorities -- 3.2 Monitoring Authorities -- 3.3 Hashtag Selection -- 3.4 Conversation Tracking -- 4 Experimental Results -- 4.1 Case Study -- 4.2 Authorities -- 4.3 Results -- 5 Conclusions -- References -- Proposal of a Metadata Application Profile for Technical Reports -- Abstract -- 1 Introduction -- 2 Metadata Application Profiles -- 3 Research Design -- 4 TechRAP - Metadata Application Profile for Technical Report -- 5 Conclusions -- Acknowledgment -- References -- Applying Predictive Models to Support skos:ExactMatch Validation -- Abstract -- 1 Introduction -- 2 Related Work -- 3 LusTRE and Link Validation
• Intro -- Preface -- Organization -- Contents -- Metadata, Linked Data, Semantics and Ontologies - General Session -- CLaRO: A Controlled Language for Authoring Competency Questions -- 1 Introduction -- 2 Related Work -- 3 CNL Design -- 3.1 Preliminaries: CQ Patterns -- 3.2 The CLaRO CNL -- 4 Evaluation -- 4.1 Design -- 4.2 Results and Discussion -- 5 CQ Authoring Tool -- 6 Discussion -- 7 Conclusions -- References -- Metadata-Driven Semantic Coordination -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Our Framework -- 4 Use Case: VocBench 3 -- 5 Discussion -- 6 Conclusions -- Acknowledgements -- References -- Training Biomedical Researchers in Metadata with a MIBBI-Based Ontology -- 1 Introduction -- 2 Metadata Models for Biomedical Data -- 3 Ontology Development -- 4 The Perspectives of Researchers on RDM -- 5 Data Description Sessions -- 5.1 Overview of Results -- 6 Conclusion and Future Work -- References -- RAMP Shapes: Declarative RDF ADT Mapping -- 1 Introduction -- 2 Related Work -- 3 RAMP -- 3.1 Existing Approaches -- 3.2 The Proposed Approach -- 3.3 Type Constructors -- 3.4 Operations -- 3.5 Example -- 3.6 Implementation -- 4 Evaluation -- 4.1 Workflow Comparison -- 4.2 Performance Evaluation -- 5 Conclusions -- References -- Emotional Concept Extraction Through Ontology-Enhanced Classification -- 1 Introduction -- 2 Model Overview -- 3 Tweet Analysis -- 4 Emotional Concept Extraction via Simplicial Complex -- 5 Emotion-Driven Classification -- 5.1 Target Class Generation by Emotional Conceptualizations -- 5.2 Preprocessing, Cross Validation and Training -- 5.3 Soft Classification -- 6 Ontology-Based Emotion View -- 7 Experimental Results -- 8 Conclusion -- References -- A Classification of Grammar-Infused Templates for Ontology and Model Verbalisation -- 1 Introduction -- 2 Related Work -- 3 Pairing Templates and Grammar Rules