Digital Libraries: The Era of Big Data and Data Science: 16th Italian Research Conference on Digital Libraries, IRCDL 2020, Bari, Italy, January 3030399044, 9783030399047

Table of contents :
Preface
Organization
Invited Talks
Context-Aware Distributed Mobile Search
Aiuto – ho troppi dati! Digital Library Users and Their Challenges With Big Data
Contents
Information Retrieval
Reproducibility of the Neural Vector Space Model via Docker
1 Introduction
2 Background
3 Docker Image Architecture
4 Evaluation
5 Final Remarks
References
Towards a Decision Support Framework for Forensic Analysis of Dynamic Signatures
1 Introduction
2 Proposed Method
3 Case Study
3.1 Qualitative Analysis
3.2 Quantitative Analysis
4 Conclusion and Future Work
References
An Information Visualization Tool for the Interactive Component-Based Evaluation of Search Engines
1 Motivations
2 Related Work
3 Experimental Setting
4 The InfoVis Tool
4.1 Parameter Selection Area
4.2 System Analysis Area
5 User Evaluation
6 Final Remarks
References
3D Average Common Submatrix Measure
1 Introduction
2 The Proposed Method
2.1 3D Average Common Submatrix
2.2 Algorithm
3 Experiments
4 Results and Discussion
5 Conclusions
References
Big Data and Data Science in DL
Lost in Translation: Can We Talk About Big Data Fairly?
Abstract
1 Overview
2 Language Issues in the International Science Community
2.1 Discourse About Science: Language and Political Issues
2.2 Why English? English as a World Language
2.3 English as the Language for Science
2.4 The Contribution of Multicultural Research Perspectives
3 The Role of the Librarian and of the Humanist
4 Attitude for Solutions
5 Conclusion
References
An Ontology and Knowledge Graph Infrastructure for Digital Library Knowledge Representation
1 Introduction
2 Related Work
3 GraphBRAIN
4 Ontological Schema for the Knowledge Base
5 Current Content of GraphBRAIN
6 Sample Case Study
7 Conclusions and Future Work
References
Text-to-Image Synthesis Based on Machine Generated Captions
1 Introduction
2 Related Work
3 Our Approach
3.1 Image Captioning Module
3.2 GAN Module
4 Experimental Results
5 Conclusion
References
A Streamlined Pipeline to Enable the Semantic Exploration of a Bookstore
1 Introduction
2 Related Work
3 Scenario and System
4 Data Models
5 Implementation and Case Study
6 Conclusions
References
Re-implementing and Extending Relation Network for R-CBIR
1 Introduction
2 Related Work
2.1 Original Setup
3 Preliminary Results
4 Improvements
5 Conclusions
References
Actual Researcher Contribution (ARC) Versus the Perceived Contribution to the Scientific Body of Knowledge
Abstract
1 Introduction and Background
2 Proposed Metric (ARC)
3 Discussion and Implications
4 Conclusion
References
Cultural Heritage
Towards a Tool for Visual Link Retrieval and Knowledge Discovery in Painting Datasets
1 Introduction
2 Proposed Method
3 Experimental Evaluation
4 Conclusion and Future Work
References
Identifying, Classifying and Searching Graphic Symbols in the NOTAE System
1 Introduction
2 Related Works
3 Proposed Approach
3.1 Binarization
3.2 Symbol Identification and Classification
3.3 Manual Symbol Classification
3.4 Searching Symbols
4 Concluding Remarks
References
TindArt, an Experiment on User Profiling for Museum Applications
1 Introduction
2 Related Works
3 The Project
3.1 Pilot Study
3.2 TindArt
3.3 Initial Study with TindArt
4 Conclusions and Future Work
References
Recognition of Concordances for Indexing in Digital Libraries
1 Introduction
1.1 Previous Work
2 The Proposed Method
2.1 Pre-processing
2.2 Text Block Finding
2.3 Text Recognition
3 Corrections
3.1 Dictionary
3.2 Punctuation
3.3 Index Correction
3.4 Identification of Bold Text
4 Experimental Results
5 Conclusions
References
Open Science
RepOSGate: Open Science Gateways for Institutional Repositories
Abstract
1 Introduction
2 RepOSGate Architecture
2.1 Aggregation
2.2 Entity Linking
2.3 Provision
3 ISTI Open Portal
3.1 Aggregation
3.2 Entity Linking
3.3 Provision
4 Conclusion and Prospects
Acknowledgments
References
Training Data Stewards in Italy: Reflection on the FAIR RDM Summer School
Abstract
1 Introduction: Research Data Management Skills Gap
1.1 A Profile for Data Stewards
1.2 Research Data Management in Italy: The Skills Gap
2 FAIR Research Data Management Summer School
2.1 Learning Objectives
2.2 Learning Material
2.3 Course Content
2.4 Selection of Participants
2.5 Attendance
2.6 Institutional and Media Coverage
3 Summer School Final Evaluation
3.1 Evaluation of Summer School Programme
4 Conclusions
Appendix
References
Creating Digital Cultural Heritage with Open Data: From FAIR to FAIR5 Principles
Abstract
1 Introduction
2 From FAIR to FAIR5
3 The Terra delle Gravine Project
4 Designing Digital Libraries in Open Data for Creation of DCH
5 Conclusions
References
Nanocitation: Complete and Interoperable Citations of Nanopublications
1 Introduction
2 Background
3 The Nanocitation Framework
4 Discussion
References
Correction to: Identifying, Classifying and Searching Graphic Symbols in the NOTAE System
Correction to: Chapter “Identifying, Classifying and Searching Graphic Symbols in the NOTAE System” in: M. Ceci et al. (Eds.): Digital Libraries: The Era of Big Data and Data Science, CCIS 1177, https://doi.org/10.1007/978-3-030-39905-4_12
Author Index