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Table of Contents
Intro
Preface
Organization
Democratizing Data Access: What if We Could Just Talk to Our Data?
Contents
Keynote Talks
Should We Preserve the World's Software History, And Can We?
1 Introduction
2 A Complex Task
3 A Universal Mission
4 Past, Present, Future: Much More Than an Archive
5 A Peek Under the Hood
6 Beyond Preservation, A Strategic Issue
7 For More Information
References
Full Papers
Analyzing the Web: Are Top Websites Lists a Good Choice for Research?
1 Introduction
2 Related Work
3 Experiments and Data
3.1 Experimental Setup
3.2 Search
3.3 Top Sites
3.4 Common Crawl
3.5 Wikipedia
3.6 Twitter
4 Results
4.1 Completeness: Overlap of Data Sets
4.2 Search Results Versus Other Data Sets
4.3 Is a List of 1 Million Popular Sites Enough?
4.4 TLDs are Neither a Good Proxy for a Language nor for a Locale
5 Discussion and Conclusion
References
RDFtex: Knowledge Exchange Between LaTeX-Based Research Publications and Scientific Knowledge Graphs
1 Introduction
2 Foundations
2.1 Related Work
3 Concept
3.1 Import of Contributions
3.2 Export and Integration of Contributions
3.3 Prefix Syntax
4 Discussion
5 Conclusion
References
Enriching the Greek National Cultural Aggregator with Key Figures in Greek History and Culture: Challenges, Methodology, Tools and Outputs
1 Introduction
2 Background: The Enrichment Scheme in SearchCulture.gr
3 Adapting the Enrichment Scheme for Person Entities
3.1 Two Kinds of Enrichments: Creators and Referred Persons
3.2 The Disambiguation Problem
3.3 The Scope
3.4 Developing a Vocabulary of Persons in Greek History and Culture
3.5 The Strategy for Enriching Aggregated Collections En Masse
3.6 Effort
4 Person-Driven Search and Browsing Functionality
5 Related Work
6 Conclusions
References
Figure and Figure Caption Extraction for Mixed Raster and Vector PDFs: Digitization of Astronomical Literature with OCR Features
1 Introduction
2 The Data
3 Model Pipeline Development
3.1 Deep Learning Model and Feature Selection
3.2 Image Processing
3.3 Post-processing Pipeline
3.4 Feature Selection Ablation Experiments
4 Results
4.1 Benchmarks at High Levels of Localization (IOU = 0.9)
5 Discussion and Future Work
References
FAIROs: Towards FAIR Assessment in Research Objects
1 Introduction
2 Related Work
2.1 Adopting the FAIR Principles
2.2 Quality Assessment Models for Research Objects
3 FAIROs: A Research Object FAIR Assessment Framework
3.1 Modules for Individual Resource FAIR Assessment
3.2 Scoring Aggregations of Resources in Research Objects
3.3 Result Format and Visualization
4 Comparing FAIR Research Object Assessment Metrics
5 Discussion
6 Conclusions and Future Work
References
Searching Wartime Photograph Archive for Serious Leisure Purposes
1 Introduction
Preface
Organization
Democratizing Data Access: What if We Could Just Talk to Our Data?
Contents
Keynote Talks
Should We Preserve the World's Software History, And Can We?
1 Introduction
2 A Complex Task
3 A Universal Mission
4 Past, Present, Future: Much More Than an Archive
5 A Peek Under the Hood
6 Beyond Preservation, A Strategic Issue
7 For More Information
References
Full Papers
Analyzing the Web: Are Top Websites Lists a Good Choice for Research?
1 Introduction
2 Related Work
3 Experiments and Data
3.1 Experimental Setup
3.2 Search
3.3 Top Sites
3.4 Common Crawl
3.5 Wikipedia
3.6 Twitter
4 Results
4.1 Completeness: Overlap of Data Sets
4.2 Search Results Versus Other Data Sets
4.3 Is a List of 1 Million Popular Sites Enough?
4.4 TLDs are Neither a Good Proxy for a Language nor for a Locale
5 Discussion and Conclusion
References
RDFtex: Knowledge Exchange Between LaTeX-Based Research Publications and Scientific Knowledge Graphs
1 Introduction
2 Foundations
2.1 Related Work
3 Concept
3.1 Import of Contributions
3.2 Export and Integration of Contributions
3.3 Prefix Syntax
4 Discussion
5 Conclusion
References
Enriching the Greek National Cultural Aggregator with Key Figures in Greek History and Culture: Challenges, Methodology, Tools and Outputs
1 Introduction
2 Background: The Enrichment Scheme in SearchCulture.gr
3 Adapting the Enrichment Scheme for Person Entities
3.1 Two Kinds of Enrichments: Creators and Referred Persons
3.2 The Disambiguation Problem
3.3 The Scope
3.4 Developing a Vocabulary of Persons in Greek History and Culture
3.5 The Strategy for Enriching Aggregated Collections En Masse
3.6 Effort
4 Person-Driven Search and Browsing Functionality
5 Related Work
6 Conclusions
References
Figure and Figure Caption Extraction for Mixed Raster and Vector PDFs: Digitization of Astronomical Literature with OCR Features
1 Introduction
2 The Data
3 Model Pipeline Development
3.1 Deep Learning Model and Feature Selection
3.2 Image Processing
3.3 Post-processing Pipeline
3.4 Feature Selection Ablation Experiments
4 Results
4.1 Benchmarks at High Levels of Localization (IOU = 0.9)
5 Discussion and Future Work
References
FAIROs: Towards FAIR Assessment in Research Objects
1 Introduction
2 Related Work
2.1 Adopting the FAIR Principles
2.2 Quality Assessment Models for Research Objects
3 FAIROs: A Research Object FAIR Assessment Framework
3.1 Modules for Individual Resource FAIR Assessment
3.2 Scoring Aggregations of Resources in Research Objects
3.3 Result Format and Visualization
4 Comparing FAIR Research Object Assessment Metrics
5 Discussion
6 Conclusions and Future Work
References
Searching Wartime Photograph Archive for Serious Leisure Purposes
1 Introduction