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ORCID20th JCDL 2020: Virtual Event, China
- Ruhua Huang, Dan Wu, Gary Marchionini, Daqing He, Sally Jo Cunningham, Preben Hansen:
JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, Virtual Event, China, August 1-5, 2020. ACM 2020, ISBN 978-1-4503-7585-6
Keynote & Invited Talks
- Edward A. Fox
:
How Should One Explore the Digital Library of the Future? 1-2 - Peter X. Zhou:
Towards a Sustainable Infrastructure for the Preservation of Cultural Heritage and Digital Scholarship. 3-4 - Luo Si:
Natural Language Technologies for Internet Applications. 5
AP-L-1: Scholarly Communication
- Rima Hazra, Aryan, Hardik Aggarwal, Matteo Marsili, Animesh Mukherjee:
Characterising Authors on the Extent of their Paper Acceptance: A Case Study of the Journal of High Energy Physics. 7-16 - Jingtao Han, Spyke Krepshaw, Dongwon Lee:
Gatekeeper: Analyzing G-Indexes and Improving Service Quantification. 17-26 - Baani Leen Kaur Jolly, Lavina Jain, Debajyoti Bera, Tanmoy Chakraborty:
Unsupervised Anomaly Detection in Journal-Level Citation Networks. 27-36
AP-L-2: User in Search
- Yusuke Yamamoto, Takehiro Yamamoto:
Personalization Finder: A Search Interface for Identifying and Self-controlling Web Search Personalization. 37-46 - Yao Zhang, Chang Liu:
Users' Knowledge Use and Change during Information Searching Process: A Perspective of Vocabulary Usage. 47-56 - Ying Que, Yueyuan Zheng, Janet H. Hsiao, Xiao Hu:
Exploring the Effect of Personalized Background Music on Reading Comprehension. 57-66
AP-L-3: Digital Libraries - 1
- Jagriti Jalal, Mayank Singh, Arindam Pal, Lipika Dey, Animesh Mukherjee:
Identification, Tracking and Impact: Understanding the Trade Secret of Catchphrases. 67-76 - Jin Xu, Shuo Yu, Ke Sun, Jing Ren, Ivan Lee, Shirui Pan, Feng Xia:
Multivariate Relations Aggregation Learning in Social Networks. 77-86 - Lulwah M. Alkwai, Michael L. Nelson, Michele C. Weigle:
Making Recommendations from Web Archives for. 87-96
EU-L-1: Scholarly Knowledge - 1
- Allard Oelen, Mohamad Yaser Jaradeh, Markus Stocker, Sören Auer:
Generate FAIR Literature Surveys with Scholarly Knowledge Graphs. 97-106 - Lars Vogt, Jennifer D'Souza, Markus Stocker, Sören Auer:
Toward Representing Research Contributions in Scholarly Knowledge Graphs Using Knowledge Graph Cells. 107-116 - Michael Färber, Ashwath Sampath:
HybridCite: A Hybrid Model for Context-Aware Citation Recommendation. 117-126
EU-L-2: Document Classification
- Malte Ostendorff, Terry Ruas, Moritz Schubotz, Georg Rehm, Bela Gipp:
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles. 127-136 - Philipp Scharpf, Moritz Schubotz, Abdou Youssef, Felix Hamborg, Norman Meuschke, Bela Gipp:
Classification and Clustering of arXiv Documents, Sections, and Abstracts, Comparing Encodings of Natural and Mathematical Language. 137-146 - Julian Risch, Samuele Garda, Ralf Krestel:
Hierarchical Document Classification as a Sequence Generation Task. 147-155
NA-L-1: Web Archive - 1
- Nick Ruest, Jimmy Lin, Ian Milligan, Samantha Fritz:
The Archives Unleashed Project: Technology, Process, and Community to Improve Scholarly Access to Web Archives. 157-166 - Krutarth Patel, Cornelia Caragea, Mark E. Phillips, Nathaniel T. Fox:
Identifying Documents In-Scope of a Collection from Web Archives. 167-176 - Xinyue Wang, Zhiwu Xie:
The Case For Alternative Web Archival Formats To Expedite The Data-To-Insight Cycle. 177-186
AP-L-4: Scholarly Knowledge - 2
- Jinsong Zhang, Chun Guo, Xiaozhong Liu:
Characterize and Evaluate Scientific Domain and Domain Context Knowledge Map. 187-196 - Renli Wu, Hanqin Yang, Wenxuan Shi, Shuksin Ng:
The Knowledge Import and Export of LIS: The Destinations, Citation Peak Lag, and Changes. 197-206 - Souvic Chakraborty, Pawan Goyal, Animesh Mukherjee:
Aspect-based Sentiment Analysis of Scientific Reviews. 207-216
NA-L-2: Scholarly Data
- Yuanxi Fu, Jodi Schneider:
Towards Knowledge Maintenance in Scientific Digital Libraries with the Keystone Framework. 217-226 - Nicholas M. Weber, Sebastian Karcher:
Seeking Justification: How Expert Reviewers Validate Empirical Claims with Data Annotations. 227-234 - Maria Esteva, Weijia Xu, Nevan Simone, Amit Gupta, Moriba K. Jah:
Modeling Data Curation to Scientific Inquiry: A Case Study for Multimodal Data Integration. 235-242
AP-L-5: Content Annotation
- Yimeng Dai, Rui Zhang, Jianzhong Qi:
Person Name Recognition with Fine-grained Annotation. 243-252 - Bingyao Pang, Jiangqin Wu:
Chinese Calligraphy Character Image Recognition and Its Applications in Web and Wechat Applet Platform. 253-260 - Wenke Hao, Zhicheng Li, Yuchen Qian, Yuzhuo Wang, Chengzhi Zhang:
The ACL FWS-RC: A Dataset for Recognition and Classification of Sentence about Future Works. 261-269
EU-L-3: Digital Libraries - 3
- Ygor Gallina, Florian Boudin, Béatrice Daille:
Large-Scale Evaluation of Keyphrase Extraction Models. 271-278 - Tim Repke, Ralf Krestel:
Visualising Large Document Collections by Jointly Modeling Text and Network Structure. 279-288 - Magdalena Chudy, Ewa Lukasik, Tomasz Parkola, Ewa Kusmierek, Jacek Jackowski, Ewa Dahlig-Turek:
Digital Library Adaptation for Traditional Music and Content-Based Research: Polish Sound Archives and dLibra. 289-298
EU-L-4: Neural Semantic Representation
- Janus Wawrzinek, Said Ahmad Ratib Hussaini, Oliver Wiehr, José María González Pinto, Wolf-Tilo Balke:
Explainable Word-Embeddings for Medical Digital Libraries - A Context-Aware Approach. 299-308 - Janus Wawrzinek, José María González Pinto, Wolf-Tilo Balke:
Mining Semantic Subspaces to Express Discipline-Specific Similarities. 309-318 - Andi Rexha, Mauro Dragoni, Roman Kern:
A Neural-based Architecture For Small Datasets Classification. 319-327
EU-S-1: Natural Language Processing
- Elvys Linhares Pontes, José G. Moreno, Antoine Doucet:
Linking Named Entities across Languages using Multilingual Word Embeddings. 329-332 - Thi-Tuyet-Hai Nguyen, Adam Jatowt, Nhu-Van Nguyen, Mickaël Coustaty, Antoine Doucet:
Neural Machine Translation with BERT for Post-OCR Error Detection and Correction. 333-336 - David Pride, Petr Knoth:
An Authoritative Approach to Citation Classification. 337-340 - Cornelius Ihle, Moritz Schubotz, Norman Meuschke, Bela Gipp:
A First Step Towards Content Protecting Plagiarism Detection. 341-344
AP-S-1: Digital Libraries - 2
- Menasha Thilakaratne, Katrina Falkner, Thushari Atapattu:
Information Extraction in Digital Libraries: First Steps towards Portability of LBD Workflow. 345-348 - Alex Tudu, David Bainbridge, Bill Rogers:
Finding a Safe Port: Cyber-Security Analysis for Open Source Digital Library Software. 349-352 - Toshiyuki Shimizu, Joji Kido, Masatoshi Yoshikawa:
Keyword Recommendation Methods for Earth Science Data Considering Hierarchical Structure of Vocabularies. 353-356 - Ruilun Liu, Xiao Hu:
A Multimodal Music Recommendation System with Listeners' Personality and Physiological Signals. 357-360
AP-S-2: Digital Humanties
- Dana McKay, Michael B. Twidale, George Buchanan:
Strike a Pose: Gender and the Public and Private Performance of Magazine Reading. 361-364 - Tzi-Dong Jeremy Ng, Weichen Liu, Xiao Hu, Tzyy-Ping Jung:
Evaluation of Low-end Virtual Reality Content of Cultural Heritage: A Preliminary Study with Eye Movement. 365-368 - Menasha Thilakaratne, Katrina Falkner, Thushari Atapattu:
Garbage In, Garbage Out? An Empirical Look at Information Richness of LBD Input Types. 369-372 - Shuran Liu, Jun Wang:
How to Organize Digital Tools to Help Scholars in Digital Humanities Research? 373-376
EU-S-2: Domain Specific Applications
- Corinna Breitinger, Birkan Kolcu, Monique Meuschke, Norman Meuschke, Bela Gipp:
Supporting the Exploration of Semantic Features in Academic Literature using Graph-based Visualizations. 377-380 - Bikash Gyawali, Nancy Pontika, Petr Knoth:
Open Access 2007 - 2017: Country and University Level Perspective. 381-384 - Malte Ostendorff, Till Blume, Saskia Ostendorff:
Towards an Open Platform for Legal Information. 385-388 - Timo Spinde, Felix Hamborg, Karsten Donnay, Angelica Becerra, Bela Gipp:
Enabling News Consumers to View and Understand Biased News Coverage: A Study on the Perception and Visualization of Media Bias. 389-392
NA-S-1: Web Archive - 2
- Kurtis Weir, Fernando Loizides, Vinita Nahar, Amar Aggoun, George Buchanan:
Creating a Bespoke Virtual Reality Personal Library Space for Persons with Severe Visual Disabilities. 393-396 - Jian Wu, Md Reshad Ul Hoque, Gunnar W. Reiske, Michele C. Weigle, Brenda T. Bradshaw, Holly D. Gaff, Jiang Li, Chiman Kwan:
A Comparative Study of Sequence Tagging Methods for Domain Knowledge Entity Recognition in Biomedical Papers. 397-400 - Xiaoliang Jiang, Vetle I. Torvik:
On the Ambiguity and Relevance of Place Names in Scientific Text. 401-404 - Yuerong Hu, Ming Jiang, Ted Underwood, J. Stephen Downie:
Improving Digital Libraries' Provision of Digital Humanities Datasets: A Case Study of HTRC Literature Dataset. 405-408
AP-S-3: Search and Recommendation
- Ping Liu, Feiwen Li, Zhiwei Yang:
A Grounded Theory Approach for Modelling the Knowledge Construction Process in Exploratory Search. 409-412 - Xiao Hu, Tzi-Dong Jeremy Ng, Chengrui Yang, Samuel Kai-Wah Chu:
Personalized Book Recommendation to Young Readers: Two Online Prototypes and A Preliminary User Evaluation. 413-416 - Xiang Xue, Shijie Song, Yuxiang (Chris) Zhao:
Interacting with Mobile Music Applications: Investigation of Influencing Factors of Music Information Encountering. 417-420 - Kun Huang, Jiaqi Chen, Chang Liu, Lulu Zhang:
A Comparative Study of the Relationship between the Subjective Difficulty, Objective Difficulty of Search Tasks and Search Behaviors. 421-424
AP-S-4: Network and Learning
- Chaocheng He, Kaili Wang, Jiang Wu:
Spatial Research Leadership Flows and Spatial Research Leadership Rank: A Case Study of Pharmaceutical Field. 425-428 - Soumya Banerjee, Debarshi Kumar Sanyal, Samiran Chattopadhyay, Plaban Kumar Bhowmick, Partha Pratim Das:
Segmenting Scientific Abstracts into Discourse Categories: A Deep Learning-Based Approach for Sparse Labeled Data. 429-432 - Chanathip Pornprasit, Xin Liu, Natthawut Kertkeidkachorn, Kyoung-Sook Kim, Thanapon Noraset, Suppawong Tuarob:
ConvCN: A CNN-Based Citation Network Embedding Algorithm towards Citation Recommendation. 433-436 - Manjira Sinha, Nilesh Agarwal, Tirthankar Dasgupta:
Relation Aware Attention Model for Uncertainty Detection in Text. 437-440
Panel Session
- Jian Qin, Maja Zumer, Xiaoguang Wang, Wei Fan:
Conceptual Models and Ontological Schemas for Semantically Sustainable Digital Libraries. 441-442 - Ruhua Huang, Dan Wu, Jeonghyun Kim, Billy Tak Hoi Leung:
Data and Information Literacy Education: Methods, Models, and Challenges. 443-444
Poster Session
- Iris Xie, Rakesh Babu, Tae Hee Lee, Shengang Wang, Hyun Seung Lee:
Tactics Applied by Blind and Sighted Users: Initial Exploration of a Digital Library. 445-446 - Moritz Schubotz, André Greiner-Petter, Norman Meuschke, Olaf Teschke, Bela Gipp:
Mathematical Formulae in Wikimedia Projects 2020. 447-448 - Yang Zhao, Wenhang Cao, Bin Yang:
Measurement of Mobile Library Users' Emotional Experience: A Research Based on the PAD Model. 449-450 - Guoxiu He, Yunhan Yang, Zhuoren Jiang, Yangyang Kang, Xiaozhong Liu, Wei Lu:
Implicit Products in the Decentralized eCommerce Ecosystems. 451-452 - Longwen Liao, Qi Li, Junyan Chen:
Research on the Development of Library and Information Science in the Era of Big Data. 453-454 - Felix Hamborg, Anastasia Zhukova, Karsten Donnay, Bela Gipp:
Newsalyze: Enabling News Consumers to Understand Media Bias. 455-456 - Anastasia Zhukova, Felix Hamborg, Bela Gipp:
Interpretable and Comparative Textual Dataset Exploration Using Near-Identity Mention Relations. 457-458 - Muhammad Syafiq Mohd Pozi, Adam Jatowt, Yukiko Kawai:
Temporal Summarization of Scholarly Paper Collections by Semantic Change Estimation: Case Study of CORD-19 Dataset. 459-460 - Anastasia Zhukova, Felix Hamborg, Bela Gipp:
Interpretable Topic Modeling Using Near-Identity Cross-Document Coreference Resolution. 461-462 - Junling Wang, Yuehan Zhang, Jiani Huang, Jiayu Shen, Yiyang Wang, Jiamin Wang, Jiming Hu, Wei Lu:
Analyzing International Relations from British Parliamentary Debates. 463-464 - Xiaoli Chen:
Evolving Taxonomy Based on Graph Neural Networks. 465-466 - Lukas Gebhard, Felix Hamborg:
The POLUSA Dataset: 0.9M Political News Articles Balanced by Time and Outlet Popularity. 467-468 - Kaushal Jhawar, Debarshi Kumar Sanyal, Samiran Chattopadhyay, Plaban Kumar Bhowmick, Partha Pratim Das:
Author Name Disambiguation in PubMed using Ensemble-Based Classification Algorithms. 469-470 - Jiaqi Liao:
The Theoretical Framework of Library Smart Service: Literature Review and Content Analysis. 471-472 - Jiming Hu, Xiang Zheng:
Opinion Extraction of Government Microblog Comments via BiLSTM-CRF Model. 473-475 - Zhenni Ni, Yuxing Qian:
Identifying the Development Process of the Electronic Health Records Research from the Perspective of Information Resource Management. 477-478 - Zhenni Ni, Yuxing Qian:
The Status, Hot Topics in the Field of Electronic Health Records: A Literature Review Based on Lda2vec. 479-480 - Lei Li, Anrunze Li, Xue Song, Xinran Li, Kun Huang:
Comparison of Linguistic Characteristics of Different Disciplines' Questions on Academic Social Q&A Sites. 481-482 - Rui Wang, Xiaoling Zhou, Jian Wu, Ou Wu:
Inter-subdiscipline Analysis Based on Mathematical Statements. 483-484 - Zhuoran Luo, Jiangen He, Jiajia Qian, Yuqi Wang, Junying Chen, Wei Lu:
Can Scientific Publication's Network Structural Features Predict its Citation? 485-486 - Shaobo Liang, Yaqiong Leng:
Search Topic Analysis of ACM Digital Library. 487-488 - Tobi Adewoye, Xiao Han, Nick Ruest, Ian Milligan, Samantha Fritz, Jimmy Lin:
Content-Based Exploration of Archival Images Using Neural Networks. 489-490 - Michael Färber:
Analyzing the GitHub Repositories of Research Papers. 491-492 - Xu Han, Kumiko Kushiyama:
A Proposal of a Ground Surface Information Collection System using a 9-axis Motion Sensor for self-propelled Wheelchair Users' Exercise Promotion. 493-494 - Zhifang Tu, Zhiping Yang:
"3W" Model in Research Data Services: A Case Study of National Research Data Centers in China. 495-496 - Lin Wang, Zejin Chen:
Effects of Task Complexity on Information Seeking Performance: A Meta-analysis Research. 497-498 - Hui Lin, Pengyi Zhang:
Comparing Topics of Scholars' Blog Posts in an Academic Social Networking Site and Publication Keywords. 499-500 - Siluo Yang, Fan Qi, Heyu Diao:
Exploring the Influence of Publication Retraction on Citations in Psychology Science. 501-502 - Chifumi Nishioka, Michael Färber:
Trends of Publications' Citations and Altmetrics Based on Open Access Types. 503-504 - Timo Spinde, Felix Hamborg, Bela Gipp:
An Integrated Approach to Detect Media Bias in German News Articles. 505-506 - Maggie Ryan, Ruiwen Rita Zhang, Matthew Durward, Krystyna K. Matusiak, Peter Organisciak:
Challenges and Solutions of Identifying Similarities and Duplication in Digital Libraries. 507-508 - Weijun Li, Fukai Yang, Ruibing Jia, Renmin Li, Minghao Yin:
An Integrated Method to Build Read-Aiding E-Books Based on Text Mining and Interactive Aesthetics. 509-510 - Lei Li, Linlin Zhang, Ao Wang, Kun Huang:
Investigating Factors for Assessing the Quality of Academic User-Generated Content on Social Media. 511-512 - Yasith Jayawardana, Sampath Jayarathna:
Streaming Analytics and Workflow Automation for DFS. 513-514 - Muntabir Hasan Choudhury, Jian Wu, William A. Ingram, Edward A. Fox:
A Heuristic Baseline Method for Metadata Extraction from Scanned Electronic Theses and Dissertations. 515-516 - Gavindya Jayawardena, Sampath Jayarathna, Jian Wu:
Analyzing the Effect of Reading Patterns using Eye Tracking Measures. 517-518 - Bowen Ma, Yuzhuo Wang, Chengzhi Zhang:
CSAA: An Online Annotating Platform for Classifying Sections of Academic Articles. 519-520 - Manas Satish Bedmutha, Kaushal Modi, Kevin Patel, Naman Jain, Mayank Singh:
PredCheck: Detecting Predatory Behaviour in Scholarly World. 521-522 - Tomás Foltýnek, Richard Vsianský, Norman Meuschke, Dita Henek Dlabolová, Bela Gipp:
Cross-Language Source Code Plagiarism Detection using Explicit Semantic Analysis and Scored Greedy String Tilling. 523-524 - Kanishka Halder, Aniruddha Chattopadhyay, Debarshi Kumar Sanyal, Plaban Kumar Bhowmick, Partha Pratim Das:
Analysis of the Academic Genealogy of Education. 525-526
Demonstration Session
- Ayush Garg, Sammed Shantinath Kagi, Mayank Singh:
SEAL: Scientific Keyphrase Extraction and Classification. 527-528 - Martin Gauch, James Bai, Juliane Mai, Jimmy Lin:
An Open-Source Interface to the Canadian Surface Prediction Archive. 529-530 - Axel Jean-Caurant, Antoine Doucet:
Accessing and Investigating Large Collections of Historical Newspapers with the NewsEye Platform. 531-532 - Ng Wan En, Muhammad Syafiq Mohd Pozi, Adam Jatowt:
A Face Recognition Module For Video Content Analysis in Malaysian Parliament Sessions. 533-534 - Amit Arjun Verma, S. R. S. Iyengar, Nitin Gandhi:
WiTPy: A Toolkit to Parse and Analyse Wikipedia Talk Pages. 535-536 - Eduardo Mena, Carlos Bobed, Álvaro Juan:
Publindex: A Web Service to Automatically Evaluate Research Publications According to Customized Criteria. 537-538 - Sayantan Adak, Atharva Vyas, Animesh Mukherjee, Heer Ambavi, Pritam Kadasi, Mayank Singh, Shivam Patel:
Gandhipedia: A One-stop AI-enabled Portal for Browsing Gandhian Literature, Life-events and His Social Network. 539-540 - Qimo Zhang, Annika Hinze, Nicholas Vanderschantz:
Narrative Navigation: Visualizing Story Order and Locations in Augmented Reality. 541-542
Practitioner Session
- Cui-Hong Wu, Li Zhen Tao, Wei Fu Deng:
Artificial Reality + Education: Guangzhou Children's Library Services Innovation. 543-544 - Le Yang, Zhongda Zhang, Enci Chen:
Customization and Localization of DSpace-CRIS in China. 545-546 - Song Xue, Yanlin Li, Lei Ren:
Representing the Chinese Seal Stamping Catalogs Using IIIF & Serverless. 547-548 - Youhua Chen, Di Huang:
An Academic Resource Navigation System Based on Subject Aggregation and Usage Data - Taking "Resource Map" of Shanghai Jiao Tong University Library as an Example. 549-550 - Wenjun Hou, Huijie Han, Liang Hong, Wei Yin:
CHCI: A Crowdsourcing Human-computer Interaction Framework for Cultural Heritage Knowledge. 551-552 - Menghui Yang, Man Wang, Hanlin Wang, Guancan Yang, Hua Liu:
Exploring the Transdisciplinary Nature of Digital Humanities. 553-554 - Brianna Buljung, Emily Bongiovanni:
Utilizing Information Literacy Micro-lessons to Enhance STEM Student Research. 555-556 - James Tuttle, Yinlin Chen, Tingting Jiang, Lee Hunter, Andrea Waldren, Soumik Ghosh, William A. Ingram:
Multi-tenancy Cloud Access and Preservation: Virginia Tech Digital Libraries Platform. 557-558 - Haihui Zhang, Yuanziyi Zhang, Qi Xin, Fanghui Xiao:
Contemporary Chinese Village Gazetteer Data Project: From Books to Data. 559-560 - Aizhi Wu:
Online Data Literacy Services during the COVID-19 Epidemic Prevention: Taking Peking University Library as an Example. 561-562
Tutorial Session
- Dashun Wang, Lu Liu:
The Science of Science. 563-564 - William A. Ingram, Edward A. Fox:
Preparing Code and Data for Computational Reproducibility. 565-566 - Edward A. Fox, William A. Ingram:
Introduction to Digital Libraries. 567-568 - K. Bretonnel Cohen, Daniela Gîfu:
Writing about Data Science Research for Digital Libraries. 569-570 - David Bainbridge:
Building Digital Library Collections with Greenstone 3 Tutorial. 571-572
Workshop Session
- Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang:
Extraction and Evaluation of Knowledge Entities from Scientific Documents: EEKE2020. 573-574 - K. Bretonnel Cohen, Daniela Gîfu, Youzhu Li, Anna Ripple, Jingbo Xia:
MEDA 2020: The Curative Power of Medical Data. 575-576 - Nicholas M. Weber, Katrina Fenlon, Peter Organisciak, Andrea K. Thomer, Karen M. Wickett:
Conceptual Models in Digital Libraries, Archives, and Museums (SIG-CM) 2020. 577-578 - Oksana L. Zavalina, Jeonghyun Kim, Xiaoguang Wang, Qikai Cheng:
Organizing Big Data, Information, and Knowledge. 579-580 - Petr Knoth, Suchetha N. Kunnath, Bikash Gyawali, David Pride, Christopher G. Stahl, Drahomira Herrmannova:
8th International Workshop on Mining Scientific Publications (WOSP 2020). 581-582 - Zhiwu Xie, Martin Klein, Edward A. Fox:
Web Archiving and Digital Libraries. 583-584 - Lihong Zhou, Zhiqiang Wu, Gang Wu, Siluo Yang:
Data-driven Smart Library Services in China. 585-586
Doctoral Consortium Overview Session
- Xiaozhong Liu, Wei Lu, Jian Qin, Edie Rasmussen:
Overview of the JCDL 2020 Doctoral Consortium. 587
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