Digital Libraries at Times of Massive Societal Transition

1. Front Matter

   Pages i-xiv

   PDF

2. Natural Language Processing

   1. Front Matter

      Pages 1-1

      PDF

   2. Improving Scholarly Knowledge Representation: Evaluating BERT-Based Models for Scientific Relation Classification

      • Ming Jiang, Jennifer D’Souza, Sören Auer, J. Stephen Downie

      Pages 3-19

   3. A Framework for Classifying Temporal Relations with Question Encoder

      • Yohei Seki, Kangkang Zhao, Masaki Oguni, Kazunari Sugiyama

      Pages 20-32

   4. When to Use OCR Post-correction for Named Entity Recognition?

      • Vinh-Nam Huynh, Ahmed Hamdi, Antoine Doucet

      Pages 33-42

   5. Semi-supervised Named-Entity Recognition for Product Attribute Extraction in Book Domain

      • Hadi Syah Putra, Faisal Satrio Priatmadji, Rahmad Mahendra

      Pages 43-51

3. Knowledge Structures

   1. Front Matter

      Pages 53-53

      PDF

   2. Semantic Segmentation of MOOC Lecture Videos by Analyzing Concept Change in Domain Knowledge Graph

      • Ananda Das, Partha Pratim Das

      Pages 55-70

   3. Towards Customizable Chart Visualizations of Tabular Data Using Knowledge Graphs

      • Vitalis Wiens, Markus Stocker, Sören Auer

      Pages 71-80

   4. Wikipedia-Based Entity Linking for the Digital Library of Polish and Poland-Related News Pamphlets

      • Maciej Ogrodniczuk, Włodzimierz Gruszczyński

      Pages 81-88

   5. Representing Semantified Biological Assays in the Open Research Knowledge Graph

      • Marco Anteghini, Jennifer D’Souza, Vitor A. P. Martins dos Santos, Sören Auer

      Pages 89-98

   6. Construction of Dunhuang Cultural Heritage Knowledge Base: Take Cave 220 as an Example

      • Xiaofei Sun, Ting Zhang, Lei Chen, Xiaoyang Wang, Jiakeng Tang

      Pages 99-104

4. Citation Data Analysis

   1. Front Matter

      Pages 105-105

      PDF

   2. ReViz: A Tool for Automatically Generating Citation Graphs and Variants

      • Sven Groppe, Lina Hartung

      Pages 107-121

   3. A Large-Scale Analysis of Cross-lingual Citations in English Papers

      • Tarek Saier, Michael Färber

      Pages 122-138

   4. How Do Retractions Influence the Citations of Retracted Articles?

      • Siluo Yang, Fan Qi

      Pages 139-148

   5. Identification of Research Data References Based on Citation Contexts

      • Tomoki Ikoma, Shigeki Matsubara

      Pages 149-156

5. User Analytics

   1. Front Matter

      Pages 157-157

      PDF

   2. A Predictive Model for Citizens’ Utilization of Open Government Data Portals

      • Di Wang, Deborah Richards, Ayse Aysin Bilgin, Chuanfu Chen

      Pages 159-175

   3. Extracting User Interests from Operation Logs on Museum Devices for Post-Learning

      • Yuanyuan Wang, Yukiko Kawai, Kazutoshi Sumiya

      Pages 176-186

This book constitutes the refereed proceedings of the 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, which was planned to be held in Kyoto, Japan, in November/December 2020, but it was held virtually due to the COVID-19 pandemic.

The 10 full, 15 short, 4 practitioners, and 10 work-in-progress papers presented in this volume were carefully reviewed and selected from 79 submissions. The papers were organized in topical sections named: natural language processing; knowledge structures; citation data analysis; user analytics; application of cultural and historical data; social media; metadata and infrastructure; and scholarly data mining.

• cultural heritage access
• cultural heritage analysis
• digital humanities
• digital libraries
• document analysis
• information retrieval
• linked data
• metadata
• research data
• text analysis
• user experience
• user interface
• Web archives

• Kyushu University, Fukuoka, Japan

  Emi Ishita

• National University of Singapore, Singapore, Singapore

  Natalie Lee San Pang

• Wuhan University, Wuhan, China

  Lihong Zhou

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