CRUISE-Screening: Living Literature Reviews Toolbox

Kusa, Wojciech; Knoth, Petr; Hanbury, Allan

doi:10.1145/3583780.3614736

Record link:

http://hdl.handle.net/20.500.12708/190016

Title:

CRUISE-Screening: Living Literature Reviews Toolbox

Citation:

Kusa, W., Knoth, P., & Hanbury, A. (2023). CRUISE-Screening: Living Literature Reviews Toolbox. In CIKM ’23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (pp. 5071–5075). Association for Computing Machinery. https://doi.org/10.1145/3583780.3614736

CatalogPlus:

AC17202424

Publisher DOI:

10.1145/3583780.3614736

Publication Type:

Inproceedings - Full-Paper Contribution

Language:

English

Authors:

Kusa, Wojciech
Knoth, Petr
Hanbury, Allan

Organisational Unit:

E194-04 - Forschungsbereich Data Science

Published in:

CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management

ISBN:

9798400701245

Date (published):

21-Oct-2023

Event name:

CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management

Event date:

21-Oct-2023 - 25-Oct-2023

Event place:

Birmingham, United Kingdom of Great Britain and Northern Ireland (the)

Number of Pages:

Publisher:

Association for Computing Machinery, New York

Peer reviewed:

Yes

Keywords:

information retrieval; natural language processing; literature reviews; living reviews; systematic reviews; citation screening

Abstract:

Keeping up with research and finding related work is still a time-consuming task for academics. Researchers sift through thousands of studies to identify a few relevant ones. Automation techniques can help by increasing the efficiency and effectiveness of this task. To this end, we developed CRUISE-Screening, a web-based application for conducting living literature reviews -- a type of literature review that is continuously updated to reflect the latest research in a particular field. CRUISE-Screening is connected to several search engines via an API, which allows for updating the search results periodically. Moreover, it can facilitate the process of screening for relevant publications by using text classification and question answering models. CRUISE-Screening can be used both by researchers conducting literature reviews and by those working on automating the citation screening process to validate their algorithms. The application is open-source, and a demo is available under this URL: https://citation-screening.ec.tuwien.ac.at.

Project (external):

European Commission

Project ID:

860721

Research Areas:

Information Systems Engineering: 100%

Science Branch:

1020 - Informatik: 90%
5020 - Wirtschaftswissenschaften: 10%

License:

CC BY 4.0