Comparing different search methods for the open access journal recommendation tool B!SON

verfasst von: Elias Entrup, Anita Eppelin, Ralph Ewerth, Josephine Hartwig, Marco Tullney, Michael Wohlgemuth, Anett Hoppe
Abstract: Finding a suitable open access journal to publish academic work is a complex task: Researchers have to navigate a constantly growing number of journals, institutional agreements with publishers, funders’ conditions and the risk of predatory publishers. To help with these challenges, we introduce a web-based journal recommendation system called B!SON. A systematic requirements analysis was conducted in the form of a survey. The developed tool suggests open access journals based on title, abstract and references provided by the user. The recommendations are built on open data, publisher-independent and work across domains and languages. Transparency is provided by its open source nature, an open application programming interface (API) and by specifying which matches the shown recommendations are based on. The recommendation quality has been evaluated using two different evaluation techniques, including several new recommendation methods. We were able to improve the results from our previous paper with a pre-trained transformer model. The beta version of the tool received positive feedback from the community and in several test sessions. We developed a recommendation system for open access journals to help researchers find a suitable journal. The open tool has been extensively tested, and we found possible improvements for our current recommendation technique. Development by two German academic libraries ensures the longevity and sustainability of the system.
Organisationseinheit(en): Forschungszentrum L3S
Externe Organisation(en): Technische Informationsbibliothek (TIB) Leibniz-Informationszentrum Technik und Naturwissenschaften und Universitätsbibliothek
Sächsische Landesbibliothek – Staats- und Universitätsbibliothek Dresden (SLUB)
Typ: Artikel
Journal: International Journal on Digital Libraries
Band: 25
Seiten: 505-516
Anzahl der Seiten: 12
ISSN: 1432-5012
Publikationsdatum: 09.2024
Publikationsstatus: Veröffentlicht
Peer-reviewed: Ja
ASJC Scopus Sachgebiete: Bibliotheks- und Informationswissenschaften
Elektronische Version(en): https://doi.org/10.1007/s00799-023-00372-3 (Zugang: Offen)

BibTeX

@article{cf90456c441e4633a540b1aca61bdaea,
title = "Comparing different search methods for the open access journal recommendation tool B!SON",
abstract = "Finding a suitable open access journal to publish academic work is a complex task: Researchers have to navigate a constantly growing number of journals, institutional agreements with publishers, funders{\textquoteright} conditions and the risk of predatory publishers. To help with these challenges, we introduce a web-based journal recommendation system called B!SON. A systematic requirements analysis was conducted in the form of a survey. The developed tool suggests open access journals based on title, abstract and references provided by the user. The recommendations are built on open data, publisher-independent and work across domains and languages. Transparency is provided by its open source nature, an open application programming interface (API) and by specifying which matches the shown recommendations are based on. The recommendation quality has been evaluated using two different evaluation techniques, including several new recommendation methods. We were able to improve the results from our previous paper with a pre-trained transformer model. The beta version of the tool received positive feedback from the community and in several test sessions. We developed a recommendation system for open access journals to help researchers find a suitable journal. The open tool has been extensively tested, and we found possible improvements for our current recommendation technique. Development by two German academic libraries ensures the longevity and sustainability of the system.",
keywords = "Academic publishing, Open access, Paper submission, Recommendation system, Scholarly journals",
author = "Elias Entrup and Anita Eppelin and Ralph Ewerth and Josephine Hartwig and Marco Tullney and Michael Wohlgemuth and Anett Hoppe",
note = "Publisher Copyright: {\textcopyright} The Author(s) 2023.",
year = "2024",
month = sep,
doi = "10.1007/s00799-023-00372-3",
language = "English",
volume = "25",
pages = "505--516",
journal = "International Journal on Digital Libraries",
issn = "1432-5012",
publisher = "Springer Verlag",
number = "3",
}