Multilinguality in Knowledge Graphs /

Multilinguality in Knowledge Graphs /

Bibliographic Details
Main Author: Kaffee, Lucie-Aimée (Author)
Format: eBook
Language:English
Published: Berlin : Amsterdam : Publisher Akademische Verlagsgesellschaft ; IOS Press, [2023]
Series:Studies on the Semantic Web ; v. 057.
Subjects:
Knowledge representation (Information theory)
Computational linguistics.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Intro
  • Title page
  • Abstract
  • Contents
  • List of Figures
  • List of Tables
  • Definitions
  • Introduction
  • Motivation
  • Research Questions
  • Context
  • Structure of the Thesis
  • Previous Publications by the Author
  • Background
  • Web of Data
  • Knowledge Graphs
  • Labels and Languages in Knowledge Graphs
  • Wikidata
  • Knowledge Graph Transliteration and Translation
  • Background on the Motivating Scenarios
  • Framework for labels and languages
  • Dataset Description
  • Core Metrics
  • Data Creator Metrics
  • Application of the framework
  • Multilinguality in the Web of Data
  • Dataset
  • Size
  • Natural Language URIs
  • Labelling Properties
  • Entity Labelling
  • Class Labelling
  • Property Labelling
  • Unambiguity
  • Multilinguality
  • Monoglingual Islands
  • Contextual Comparison
  • Discussion
  • Multlinguality in Wikidata
  • Editors in Wikidata
  • Datasets
  • Size
  • Natural Language URI
  • Labelling properties
  • Entity Labelling
  • Class Labelling
  • Property Labelling
  • Unambiguity
  • Multilinguality
  • Monolingual Islands
  • Contextual Comparison
  • User Language
  • User Language Editing
  • User Activity
  • Edit Patterns
  • Language Overlap
  • Activity and Multilinguality
  • Comparison by User Group
  • Comparison to the Web of Data
  • Discussion
  • Ranking Knowledge Graphs
  • Problem statement
  • Capturing Knowledge in LINGVO
  • Datasets
  • Gold Standard
  • Baselines
  • Experiments
  • Results
  • Discussion
  • Transliteration and Translation
  • Problem Statement
  • Approach
  • Crowdsourcing Task
  • Transliteration/Translation Classification
  • Out-of-domain Training Data
  • Evaluation and Models
  • Transliteration and Translation Model Setup
  • Transliteration and Translation Based on Gold Standard
  • Transliteration and Translation Based on Automated Classification
  • Discussion
  • ArticlePlaceholder
  • Bootstrapping empty Wikipedia articles
  • Methods for Answering the Research Questions
  • RQ4.1
  • Judgement-based evaluation
  • RQ4.2 and RQ4.3
  • Task-based evaluation
  • Discussion
  • Limitations
  • Conclusions
  • Contributions and Results
  • Future Work
  • Final remarks
  • Bibliography.