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22nd JCDL 2022: Cologne, Germany
- Akiko Aizawa, Thomas Mandl, Zeljko Carevic, Annika Hinze, Philipp Mayr, Philipp Schaer:
JCDL '22: The ACM/IEEE Joint Conference on Digital Libraries in 2022, Cologne, Germany, June 20 - 24, 2022. ACM 2022, ISBN 978-1-4503-9345-4
Invited talks
- Heike Winschiers-Theophilus
:
Bridging worlds: indigenous knowledge in the digital world. 1 - Michael L. Nelson, Herbert Van de Sompel:
D-lib magazine pioneered web-based scholarly communication. 2
Natural language processing
- Jan-David Krieger, Timo Spinde, Terry Ruas, Juhi Kulshrestha
A domain-adaptive pre-training approach for language bias detection in news. 3 - Sotaro Takeshita, Tommaso Green, Niklas Friedrich, Kai Eckert, Simone Paolo Ponzetto
X-SCITLDR: cross-lingual extreme summarization of scholarly documents. 4 - Allard Oelen, Markus Stocker
TinyGenius: intertwining natural language processing with microtask crowdsourcing for scholarly knowledge graph creation. 5 - Zeyd Boukhers
Vision and natural language for metadata extraction from scientific PDF documents: a multimodal approach. 6
Information retrieval & access
- Malte Ostendorff, Till Blume, Terry Ruas, Bela Gipp, Georg Rehm:
Specialized document embeddings for aspect-based similarity of research papers. 7 - Dwaipayan Roy
Studying retrievability of publications and datasets in an integrated retrieval system. 8 - Hermann Kroll
What a publication tells you: benefits of narrative information access in digital libraries. 9
Search and recommendation
- Yunqi Li, Hanxiong Chen, Juntao Tan, Yongfeng Zhang:
Causal factorization machine for robust recommendation. 10 - Sumanta Kashyapi, Laura Dietz:
Query-specific subtopic clustering. 11 - Sourav Saha, Dwaipayan Roy
On modifying evaluation measures to deal with ties in ranked lists. 12
Web archives
- Helge Holzmann, Nick Ruest
ABCDEF: the 6 key features behind scalable, multi-tenant web archive processing with ARCH: archive, big data, concurrent, distributed, efficient, flexible. 13 - Martin Klein, Lyudmila Balakireva, Karolina Holub, Drazenko Celjak, Ingeborg Rudomino:
Investigating bloom filters for web archives' holdings. 14 - Yasith Jayawardana
StreamingHub: interactive stream analysis workflows. 15
Biblio- /altmetrics
- Prajjwal Bhattarai
Open-source code repository attributes predict impact of computer science research. 16 - Yusra Shakeel, Rand Alchokr, Jacob Krüger, Thomas Leich, Gunter Saake:
Altmetrics and citation counts: an empirical analysis of the computer science domain. 17 - Masaya Ohagi, Akiko Aizawa:
Pre-trained transformer-based citation context-aware citation network embeddings. 18
Information extraction
- Philipp Scharpf, Moritz Schubotz, Bela Gipp:
Mining mathematical documents for question answering via unsupervised formula labeling. 19 - Xin Wei, Jian Wu, Kehinde Ajayi, Diane Oyen
Visual descriptor extraction from patent figure captions: a case study of data efficiency between BiLSTM and transformer. 20
Search and recommendation II
- Qian Wu
Asking for help in community question-answering: the goal-framing effect of question expression on response networks. 21 - Corinna Breitinger, Kay Herklotz, Tim Flegelskamp, Norman Meuschke:
Recommending research papers to chemists: a specialized interface for chemical entity exploration. 22
User behavior
- Jiqun Liu
Leveraging user interaction signals and task state information in adaptively optimizing usefulness-oriented search sessions. 23 - Allen B. Riddell:
Reliable editions from unreliable components: estimating ebooks from print editions using profile hidden markov models. 24 - Orland Hoeber, Dale Storie
Information seeking within academic digital libraries: a survey of graduate student search strategies. 25 - Tyler Brown, Jiqun Liu
A reference dependence approach to enhancing early prediction of session behavior and satisfaction. 26
Scholarly communication I
- Shan Liu, Hongkan Chen
Comparing different perspectives of characterizing interdisciplinarity of scientific publications: author vs. publication perspectives. 27 - Chifumi Nishioka, Michael Färber
How does author affiliation affect preprint citation count?: analyzing citation bias at the institution and country level. 28:1-28:8 - Sandeep Kumar, Hardik Arora, Tirthankar Ghosal, Asif Ekbal:
DeepASPeer: towards an aspect-level sentiment controllable framework for decision prediction from academic peer reviews. 29
Scholarly communication II
- Yuerong Hu, Zoe LeBlanc, Jana Diesner, Ted Underwood, Glen Layne-Worthey, J. Stephen Downie:
Complexities associated with user-generated book reviews in digital libraries: temporal, cultural, and political case studies. 30 - Jing Ren, Yajie Shi, Adrian Shatte, Xiangjie Kong, Feng Xia:
The significance and impact of winning an academic award: a study of early career academics. 31 - Gustavo Lúcius Fernandes, Pedro O. S. Vaz de Melo:
Between acceptance and rejection: challenges for an automatic peer review process. 32
Classification
- Carolin Keller, Tamara Heck, Marc Rittberger
How many sources are needed?: the effects of bibliographic databases on systematic review outcomes. 33 - Arthur Brack, Anett Hoppe, Pascal Buschermöhle, Ralph Ewerth:
Cross-domain multi-task learning for sequential sentence classification in research papers. 34 - Hermann Kroll
A library perspective on nearly-unsupervised information extraction workflows in digital libraries. 35
DEMONSTRATION SESSION: Demos
- Matthew Y. R. Yang, Siwen Yang, Jimmy Lin:
Integration of text and geospatial search for hydrographic datasets using the lucene search library. 36 - Christin Katharina Kreutz, Martin Blum, Ralf Schenkel:
SchenQL: a query language for bibliographic data with aggregations and domain-specific functions. 37 - Yinlin Chen
DevOps practices in digital library development. 38 - Piotr Rychlik, Malgorzata Marciniak, Agnieszka Mykowiecka:
TermoPL: a tool for extracting and clustering domain related terms. 39 - Lozana Rossenova
Collaborative annotation and semantic enrichment of 3D media: a FOSS toolchain. 40 - Janete Saldanha Bach
The hurdles of current data citation practices and the adding-value of providing PIDs below study level. 41 - Thanasis Vergoulis, Serafeim Chatzopoulos, Kleanthis Vichos
BIP! scholar: a service to facilitate fair researcher assessment. 42 - Bhanuka Mahanama
Memento validator: a toolset for memento compliance testing. 43
Datasets
- Shaurya Rohatgi, Doug Downey, Daniel King
S2AMP: a high-coverage dataset of scholarly mentorship inferred from publications. 44 - Ming Jiang, Ryan C. Dubnicek, Glen Worthey, Ted Underwood, J. Stephen Downie:
A prototype gutenberg-hathitrust sentence-level parallel corpus for OCR error analysis: pilot investigations. 45 - Tirthankar Ghosal, Kamal Kaushik Varanasi, Valia Kordoni:
HedgePeer: a dataset for uncertainty detection in peer reviews. 46
Doctoral consortium
- Bipasha Banerjee:
Opening scholarly documents through text analytics. 47 - Luiz Barboza:
Thesis plan: the effect of data science teaching for non-STEM students. 48 - Sameh Frihat:
Context-sensitive, personalized search at the point of care. 49 - Yuerong Hu:
Synthesizing digital libraries and digital humanities perspectives for illuminating under-investigated complexities associated with user-generated book reviews. 50 - Inês Koch
Integration of models for linked data in cultural heritage and contributions to the FAIR principles. 51
Tutorials
- David Bainbridge:
Building digital library collections with greenstone 3 tutorial. 52 - Lucia Sohmen, Lozana Rossenova
Open refine to wikibase: a new data upload pipeline. 53:1-53:2
Workshops
- Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
JCDL2022 workshop: extraction and evaluation of knowledge entities from scientific documents (EEKE2022). 54 - Douglas Tudhope, Claudio Gnoli, Koraljka Golub, Philipp Mayr:
20th European NKOS workshop: networked knowledge organization systems and services. 55 - Anastasiia Iurshina, Muhammad Ahsan Shahid
Understanding literature references in academic full text (ULITE). 56 - Martin Klein, Mat Kelly, Zhiwu Xie
Web archiving and digital libraries (WADL) 2022. 57 - Wolf-Tilo Balke, Hermann Kroll, Yuanxi Fu, Jodi Schneider, Anita de Waard:
2nd workshop on digital infrastructures for scholarly content objects (DISCO'22). 58 - Leo Konstantelos
E-only theses submission and preservation workshop. 59
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