| Description |
1 online resource |
| Series |
Lecture notes in computer science ; 12504 |
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LNCS sublibrary: SL3 - Information systems and applications, incl. Internet/Web, and HCI |
|
Lecture notes in computer science ; 12504.
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
|
| Contents |
Intro -- Preface -- Organization -- Contents -- Natural Language Processing -- Improving Scholarly Knowledge Representation: Evaluating BERT-Based Models for Scientific Relation Classification -- 1 Introduction -- 2 Related Work -- 3 Corpus -- 4 Bert-Based Scientific Relation Classifiers -- 4.1 Pre-trained Bert Variants -- 4.2 Fine-Tuned Bert-Based Classifiers -- 5 Evaluation -- 5.1 Experimental Setup -- 5.2 Results and Analysis -- 6 Conclusions and Recommendations -- 7 Future Work -- References -- A Framework for Classifying Temporal Relations with Question Encoder -- 1 Introduction |
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2 Related Work -- 3 Our Proposed Model -- 3.1 Sentence Encoder -- 3.2 Question Encoder -- 3.3 Extractor -- 3.4 Classifier -- 3.5 GloVe Word Vectors -- 4 Experiments -- 4.1 Dataset -- 4.2 Baseline Systems -- 4.3 Overall Results -- 5 Discussion -- 5.1 Comparison with Other NN-Based Models -- 5.2 Effect of Data Expansion -- 6 Conclusions and Future Work -- References -- When to Use OCR Post-correction for Named Entity Recognition? -- 1 Introduction -- 2 Related Work -- 3 Dataset Overview -- 4 Named Entity Recognition on Noisy Texts -- 5 Experiments -- 5.1 Noisy Text Correction |
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5.2 Results and Discussion -- 6 Conclusion -- References -- Semi-supervised Named-Entity Recognition for Product Attribute Extraction in Book Domain -- 1 Background -- 2 Data and Annotation -- 3 Supervised Named-Entity Recognition -- 3.1 Experiment -- 3.2 Result and Analysis -- 4 Semi-supervised Named-Entity Recognition -- 4.1 Experiment -- 4.2 Result and Analysis -- 5 Conclusion -- References -- Knowledge Structures -- Semantic Segmentation of MOOC Lecture Videos by Analyzing Concept Change in Domain Knowledge Graph -- 1 Introduction -- 2 Literature Review -- 3 Data Acquisition and Preprocessing |
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3.1 Data Acquisition -- 3.2 Data Preprocessing -- 3.3 Edge Weight Computation -- 4 Methodology -- 4.1 Slide Graph Construction -- 4.2 Finding Potential Topic Boundary -- 4.3 Finding Actual Topic Boundary -- 5 Experiments -- 5.1 Dataset and Ground Truth -- 5.2 Evaluation and Comparison -- 5.3 Discussion -- 6 Conclusion and Future Work -- References -- Towards Customizable Chart Visualizations of Tabular Data Using Knowledge Graphs -- 1 Introduction -- 2 Related Work -- 3 Approach -- 3.1 Data Acquisition and Transformation -- 3.2 Information Extraction and Organization |
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3.3 Customizable Visualization Generation -- 4 Discussion -- 5 Conclusion -- References -- Wikipedia-Based Entity Linking for the Digital Library of Polish and Poland-Related News Pamphlets -- 1 Introduction -- 2 Related Work and Resources Used -- 3 Data Preparation -- 4 The Linking Process -- 5 Initial Notes on the Results -- 6 Conclusions and Future Inquiries -- References -- Representing Semantified Biological Assays in the Open Research Knowledge Graph -- 1 Introduction -- 2 Our Work-In-Progress Aims and Motivations -- 3 Approach: Digitalization of Biological Assays |
| Summary |
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 |
| Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed February 4, 2021) |
| Subject |
Digital libraries -- Congresses
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Digital libraries
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Ishita, Emi, editor
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Pang, Natalie Lee San, editor
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Zhou, Lihong, editor
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| ISBN |
9783030644529 |
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3030644529 |
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