Knowledge Engineering and Knowledge Management: 20th International Conference, EKAW 2016, Bologna, Italy, November 19-23, 2016, Proceedings.

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Bibliographic Details
Other Authors:	Ciancarini, Paolo. [] • Poggi, Francesco. [] • Vitali, Fabio. []
Type of Resource:	E-Book
Language:	English
published:	Cham : Springer International Publishing AG, 2016. ©2016.
Series:	Lecture Notes in Computer Science Ser.
Subjects:	Knowledge acquisition (Expert systems)-Congresses. Electronic books. Knowledge acquisition (Expert systems)-Congresses.
Source:	Ebook Central
ISBN:	9783319490045

Table of Contents:

Intro
Preface
Organization
Contents
Research Papers
Automatic Key Selection for Data Linking
1 Introduction
2 Related Work
2.1 Automatic Linking Tools Configuration
2.2 Data Linking
2.3 Positioning
3 Automatic Key Ranking Approach
3.1 Selecting Mutual Keys for Two Datasets and Merging
3.2 Merged Keys Ranking
4 Evaluation
4.1 Experiments on the DOREMUS Benchmark
4.2 Experiments on the OAEI Benchmark Data
4.3 Top Ranked Keys Complementarity
5 Conclusion and Future Work
References
Selection and Combination of Heterogeneous Mappings to Enhance Biomedical Ontology Matching
1 Introduction
2 Preliminaries
2.1 Ontology Matching
2.2 Biomedical Ontologies Mapping
3 Overview of Our Approach
3.1 Building the Global Mapping Graph
3.2 Anchoring Source Concepts
3.3 Selection of the Specific Mapping Graph
3.4 Anchoring Target Concepts
3.5 Filtering Candidates Mappings
4 Path Confidence Measure
5 Implementation
5.1 NCBO BioPortal
5.2 Anatomy Track
6 Evaluation
6.1 Evaluation of Paths Types Quality
6.2 Evaluation of Final Alignment Quality
6.3 Specific Mapping Graph: Usefulness Evaluation
7 Related Work
8 Conclusion and Future Work
References
Populating a Knowledge Base with Object-Location Relations Using Distributional Semantics
1 Introduction
2 Related Work
3 Background: Word and Entity Vector Spaces
4 Word Embeddings for Relation Extraction
4.1 A Word Space Model of Entity Lexicalizations
4.2 Distributional Representations of Entities
5 Evaluation
5.1 Gold Standard
5.2 Ranking Evaluation
5.3 Precision Evaluation
5.4 Hybrid Methods: Fallback Pipeline and Linear Combination
6 Building a Knowledge Base of Object Locations
7 Conclusion and Future Work
References.
Ontology Forecasting in Scientific Literature: Semantic Concepts Prediction Based on Innovation-Adoption Priors
1 Introduction
2 Related Work
3 Language and Semantic Progressiveness in Scientific Literature
3.1 Dataset Description
3.2 Linguistic Progressiveness
3.3 Semantic Progressiveness
4 Framework for Forecasting Semantic Concepts Based on Innovation-Adoption Priors
4.1 Semantic Innovation Forecast (SIF) Model
4.2 Incorporating Innovation-Adoption Priors
4.3 SIF Inference
5 Experimental Setup
5.1 Forecasting with SIF
5.2 Gold Standard
5.3 Baselines
5.4 Estimating the Effectiveness of SIF
6 Experimental Results and Evaluation
6.1 Semantic Concept Forecast Results
7 Conclusions and Future Work
References
Leveraging the Impact of Ontology Evolution on Semantic Annotations
1 Introduction
2 Related Work
2.1 Existing Annotation Models
2.2 Annotation Evolution Techniques
3 Experimental Assessment of the Impact of KOS Evolution on Semantic Annotation
3.1 Material
3.2 Method
4 Results
5 A Model Supporting Annotation Evolution
6 Conclusion
References
Capturing the Ineffable: Collecting, Analysing, and Automating Web Document Quality Assessments
1 Introduction
2 Related Work
3 Nichesourcing Web Document Quality Assessments
3.1 Document Features and Document Quality Dimensions
3.2 Structure of WebQ
3.3 Tasks Description
4 Case Studies
4.1 Dataset and Scenario
4.2 Case Study 1 - Journalism Students
4.3 Case Study 2 - Media Scholars
4.4 Comparison Between Case Study 1 and 2
5 Discussion
6 Conclusion
References
Active Integrity Constraints for Multi-context Systems
1 Introduction
1.1 Related Work
2 Background
3 Active Integrity Constraints
4 Application: The Case of Ontologies
4.1 Functional Dependencies.
4.2 Property Domain Constraints
4.3 Specific Type Constraints
4.4 Min-Cardinality Constraints
4.5 Missing Property Value Constraints
4.6 Managing Unnamed Individuals
5 Computing Repairs
6 Discussion and Conclusions
References
Evolutionary Discovery of Multi-relational Association Rules from Ontological Knowledge Bases
1 Introduction
2 Basics
2.1 Language Bias
2.2 Metrics for Rule Evaluation
3 Evolutionary Discovery of Relational Association Rules
3.1 Representation
3.2 Initialization
3.3 Recombination
3.4 Mutation
3.5 Fitness and Selection
3.6 Consistency Check
4 Related Works
5 Experiments and Results
6 Conclusions
References
An Incremental Learning Method to Support the Annotation of Workflows with Data-to-Data Relations
1 Introduction
2 Related Work
3 Recommendations for Data-Centric Workflow Annotations
3.1 Workflows as Data-Centric Graphs
3.2 Extracting Features from Workflow Descriptions
3.3 Retrieval of Association Rules and Generation of Recommendations
4 Implementation of the Approach
5 Experimental Evaluation
6 Conclusions
References
A Query Model to Capture Event Pattern Matching in RDF Stream Processing Query Languages
1 Introduction
2 Related Work and Requirements
3 Anatomy of RSEP-QL Queries
3.1 Data Model
3.2 RSEP-QL Dataset
3.3 RSEP-QL Patterns
3.4 Query Definition
4 RSEP-QL Semantics
4.1 Graph Pattern Evaluation Semantics
4.2 Event Pattern Evaluation Semantics
4.3 Event Selection Policies
4.4 Event Consumption Policies
5 Conclusions and Outlook
References
TAIPAN: Automatic Property Mapping for Tabular Data
1 Introduction
2 Preliminary Definitions
2.1 Tabular Data Model
2.2 Knowledge Base Model
3 Problem Statement
3.1 Problem 1: Subject Column Identification.
3.2 Problem 2: Property Mapping
4 Approach
4.1 Subject Column Identification
4.2 Property Mapping
5 Implementation Details
6 Experiments and Results
6.1 Experimental Setup
6.2 Subject Column Identification
6.3 Property Mapping
7 Related Work
8 Conclusions and Future Work
References
Semantic Authoring of Ontologies by Exploration and Elimination of Possible Worlds
1 Introduction
2 Related Work
3 Preliminaries
4 Possible World Exploration
4.1 Views over Possible Worlds
4.2 Moving in the Space of Possible Worlds
5 Possible World Elimination for Ontology Authoring
6 Example Scenario: Ontology of Hand Anatomy
7 User Study: Comparison with Protégé
7.1 Methodology
7.2 Results
7.3 Interpretation and Discussion
8 Conclusion
References
An RDF Design Pattern for the Structural Representation and Querying of Expressions
1 Introduction
2 Representation of Expressions in RDF
3 Labelling of Expressions in RDF Tools
4 Compatibility with Legacy RDF Structures
5 Implementation in SEWELIS and Application to Mathematical Search
6 Related Work
6.1 Representation Languages
6.2 Query Languages
7 Conclusion
References
Semantic Relatedness for All (Languages): A Comparative Analysis of Multilingual Semantic Relatedness Using Machine Translation
1 Introduction
2 Related Work
3 Experimental Setup
4 Evaluation and Results
4.1 Spearman Correlation and Corpus Size
4.2 Word-Pair Machine Translation Quality
4.3 Language-Specific DSMs
4.4 Machine Translation Based Semantic Relatedness
4.5 Summary
5 Conclusion
References
On Emerging Entity Detection
1 Introduction
2 Entity Linking Challenges Arising from Missing Entities and Missing Surface Forms
2.1 Overview of Challenges
2.2 Challenges in the Wild
2.3 Conclusions.
3 Related Work
3.1 Challenge 1: Linking to in-KG Entities via Known Surface Forms
3.2 Challenge 2: Linking to in-KG Entities via Unknown Surface Forms
3.3 Challenge 3: Linking to Out-of-KG Entities via Known Surface Forms
3.4 Challenge 4: Linking to Out-of-KG Entities via Unkown Surface Forms
4 Emerging Entity Detection
4.1 Used Data Sets
4.2 Feature Selection and Model Training
4.3 Evaluation Results
5 Conclusions
References
Framester: A Wide Coverage Linguistic Linked Data Hub
1 Introduction
2 Linguistic Resources
3 State of the Art
4 Framester as a Linked Linguistic Predicate Resource
4.1 Frame Semantics in OWL
4.2 Resource Generation
5 Word Frame Disambiguation: Evaluation Setting and Results
5.1 Experiment 1: FrameNet Annotated Corpus
5.2 Experiment 2: Independent Unannotated Corpus
6 Conclusion
References
An Investigation of Definability in Ontology Alignment
1 Introduction
2 Beth Definability in Description Logics
3 Minimal Definition Signatures (MDSs)
4 Definition Patterns
5 Empirical Analysis
6 Definability and Ontology Alignment
7 Definability and Ontology Modelling
8 Conclusions
References
Alligator: A Deductive Approach for the Integration of Industry 4.0 Standards
1 Introduction
2 Motivating Example
3 Background
4 Our Approach: ALLIGATOR
4.1 ALLIGATOR Representation of AML Documents
4.2 Problem Definition and Proposed Solution
4.3 ALLIGATOR Data Model and Deductive System Engine
5 ALLIGATOR rule-based representation of AutomationML Semantic Heterogeneity
6 Empirical Evaluation
7 Related Work
8 Conclusions and Future Work
References
Combining Textual and Graph-Based Features for Named Entity Disambiguation Using Undirected Probabilistic Graphical Models
1 Introduction
2 Related Work.
3 Named Entity Disambiguation with Undirected Factor Graphs.