COVID-19 preVIEW: Semantic Search to Explore COVID-19 Research Preprints

Author:

Langnickel Lisa12,Baum Roman1,Darms Johannes1,Madan Sumit34,Fluck Juliane134

Affiliation:

1. ZB MED – Information Centre for Life Sciences, Cologne, Germany

2. Graduate School DILS, Bielefeld Institute for Bioinformatics Infrastructure (BIBI), Faculty of Technology, Bielefeld University, Bielefeld, Germany

3. University of Bonn, Bonn, Germany

4. Fraunhofer Institute for Algorithms and Scientific Computing, St. Augustin, Germany

Abstract

During the current COVID-19 pandemic, the rapid availability of profound information is crucial in order to derive information about diagnosis, disease trajectory, treatment or to adapt the rules of conduct in public. The increased importance of preprints for COVID-19 research initiated the design of the preprint search engine preVIEW. Conceptually, it is a lightweight semantic search engine focusing on easy inclusion of specialized COVID-19 textual collections and provides a user friendly web interface for semantic information retrieval. In order to support semantic search functionality, we integrated a text mining workflow for indexing with relevant terminologies. Currently, diseases, human genes and SARS-CoV-2 proteins are annotated, and more will be added in future. The system integrates collections from several different preprint servers that are used in the biomedical domain to publish non-peer-reviewed work, thereby enabling one central access point for the users. In addition, our service offers facet searching, export functionality and an API access. COVID-19 preVIEW is publicly available at https://preview.zbmed.de.

Publisher

IOS Press

Cited by 13 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Research topic displacement and the lack of interdisciplinarity: lessons from the scientific response to COVID-19;Scientometrics;2024-08-22

2. Leveraging Terminology Services for FAIR Semantic Data Integration Across NFDI Domains;Proceedings of the Conference on Research Data Infrastructure;2023-09-07

3. A discovery system for narrative query graphs: entity-interaction-aware document retrieval;International Journal on Digital Libraries;2023-04-24

4. Searching for evidence in public health emergencies: a white paper of best practices;Journal of the Medical Library Association;2023-04-21

5. preVIEW: COVID-19 (product review);Journal of the Canadian Health Libraries Association / Journal de l'Association des bibliothèques de la santé du Canada;2023-04-01

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