SmartReviews: Towards Human- and Machine-Actionable Reviews

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Authors

Research Organisations

External Research Organisations

  • German National Library of Science and Technology (TIB)
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Details

Original languageEnglish
Title of host publicationLinking Theory and Practice of Digital Libraries
Subtitle of host publication25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Proceedings
EditorsGerd Berget, Mark Michael Hall, Daniel Brenn, Sanna Kumpulainen
Pages181-186
Number of pages6
ISBN (electronic)978-3-030-86324-1
Publication statusPublished - 2021
Event25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021 - Virtual, Online
Duration: 13 Sept 202117 Sept 2021

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12866 LNCS
ISSN (Print)0302-9743
ISSN (electronic)1611-3349

Abstract

Review articles summarize state-of-the-art work and provide a means to organize the growing number of scholarly publications. However, the current review method and publication mechanisms hinder the impact review articles can potentially have. Among other limitations, reviews only provide a snapshot of the current literature and are generally not readable by machines. In this work, we identify the weaknesses of the current review method. Afterwards, we present the SmartReview approach addressing those weaknesses. The approach pushes towards semantic community-maintained review articles. At the core of our approach, knowledge graphs are employed to make articles more machine-actionable and maintainable.

Keywords

    Article authoring, Knowledge graphs, Living documents, Review articles, Scholarly communication

ASJC Scopus subject areas

Cite this

SmartReviews: Towards Human- and Machine-Actionable Reviews. / Oelen, Allard; Stocker, Markus; Auer, Sören.
Linking Theory and Practice of Digital Libraries: 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Proceedings. ed. / Gerd Berget; Mark Michael Hall; Daniel Brenn; Sanna Kumpulainen. 2021. p. 181-186 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12866 LNCS).

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Oelen, A, Stocker, M & Auer, S 2021, SmartReviews: Towards Human- and Machine-Actionable Reviews. in G Berget, MM Hall, D Brenn & S Kumpulainen (eds), Linking Theory and Practice of Digital Libraries: 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12866 LNCS, pp. 181-186, 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Virtual, Online, 13 Sept 2021. https://doi.org/10.1007/978-3-030-86324-1_22
Oelen, A., Stocker, M., & Auer, S. (2021). SmartReviews: Towards Human- and Machine-Actionable Reviews. In G. Berget, M. M. Hall, D. Brenn, & S. Kumpulainen (Eds.), Linking Theory and Practice of Digital Libraries: 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Proceedings (pp. 181-186). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12866 LNCS). https://doi.org/10.1007/978-3-030-86324-1_22
Oelen A, Stocker M, Auer S. SmartReviews: Towards Human- and Machine-Actionable Reviews. In Berget G, Hall MM, Brenn D, Kumpulainen S, editors, Linking Theory and Practice of Digital Libraries: 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Proceedings. 2021. p. 181-186. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2021 Sept 7. doi: 10.1007/978-3-030-86324-1_22
Oelen, Allard ; Stocker, Markus ; Auer, Sören. / SmartReviews : Towards Human- and Machine-Actionable Reviews. Linking Theory and Practice of Digital Libraries: 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Proceedings. editor / Gerd Berget ; Mark Michael Hall ; Daniel Brenn ; Sanna Kumpulainen. 2021. pp. 181-186 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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By the same author(s)