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.
Reihe
Auflage
Sprache
Verlagsort
Verlagsgruppe
Springer International Publishing
Illustrationen
76
53 s/w Abbildungen, 76 farbige Abbildungen
XIV, 424 p. 129 illus., 76 illus. in color.
ISBN-13
978-3-030-64452-9 (9783030644529)
DOI
10.1007/978-3-030-64452-9
Schweitzer Klassifikation
Natural Language Processing.-
Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification.- A Framework for Classifying Temporal Relations with Question Encoder.- When to use OCR post-correction for named entity recognition?.- Semi-Supervised Named-Entity Recognition for Product Attribute Extraction in Book Domain.-
Knowledge Structures.-
Semantic Segmentation of MOOC Lecture Videos by Analyzing Concept Change in Domain Knowledge Graph.- Towards Customizable Chart Visualizations of Tabular Data Using Knowledge Graphs.- Wikipedia-based Entity Linking for the Digital Library of Polish and Poland-Related News Pamphlets.- Representing Semantified Biological Assays in the Open Research Knowledge Graph.- Construction of Dunhuang Cultural Heritage Knowledge Base?¼Take Cave 220 As An Example.- Citation Data Analysis ReViz: A tool for automatically generating citation graphs and variants.- A Large-Scale Analysis of Cross-Lingual Citations in English Papers.- How do retractions in Influence the citations of retracted articles?.- Identification of Research Data References Based on Citation Contexts.-
User Analytics.-
A Predictive Model for Citizens' Utilization of Open Government Data Portals.- Extracting User Interests from Operation Logs on Museum Devices for Post-Learning.- A Motivational Design Approach to Integrate MOOCs in Traditional Classrooms.- Analysis of Crowdsourced Multilingual Keywords in the Futaba Digital Archive: Lessons Learned for Better Metadata Collection.- Aging Well with Health Information: Examining Health Literacy and Information Seeking Behavior Using a National Survey Dataset.-
Application of Cultural and Historical Data.-
Entity Linking for Historical Documents: Challenges and Solutions.- Using Deep Learning to Recognize Handwritten Thai Noi Characters in Ancient Palm Leaf Manuscripts.- Unchiku Generation Using a Narrative Explanation Mechanism.- Analyzing the Stage Performance Structure of a Kabuki-dance, Kyoganoko Musume Dojoji Using an Animation System.- Artwork Information Embedding Framework for Multi-source Ukiyo-e Record Retrieval.- A Preliminary Attempt to Evaluate Machine Translations of Ukiyo-e Metadata Records.-
Social Media.-
Collective sensemaking and location-related factors in the context of a brand-related online rumor.- Identifying the Types of Digital Footprint Data used to Predict Psychographic & Human Behaviour.- Pro ling Bot Accounts Mentioning COVID-19 Publications on Twitter.- Uncovering Topics Related to COVID-19 Pandemic on Twitter.- Classification in the LdoD Archive: A crowdsourcing and gamification approach.-
Metadata and Infrastructure.-
SchenQL: Evaluation of a Query Language for Bibliographic Metadata.- Domain-focused linked data crawling driven by a semantically defined frontier: a cultural heritage case study in Europeana.- The Intellectual Property Risks of Integrating Public Digital Cultural Resources in China.- Metadata Interoperability for Institutional Repositories: a Case Study in Malang City Academic Libraries.- MetaPro les - a mechanism to express metadata schema, privacy, rights and provenance for data interoperability.-
Scholarly Data Mining.-
Creating a Scholarly Knowledge Graph from Survey Article Tables.- A Novel Researcher Search System Based on Research Content Similarity and Geographic Information.- Predicting Response Quantity from Linguistic Characteristics of Questions on Academic Social Q&A Sites.- An Empirical Study of Importance of Different Sections in Research Articles Towards Ascertaining their Appropriateness to a Journal.- On the Correlation between Research Complexity and Academic Competitiveness.
