SmartReviews: Towards Human- and Machine-Actionable Representation of Review Articles

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

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Research Organisations

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

Original languageEnglish
Title of host publicationTowards Open and Trustworthy Digital Societies
Subtitle of host publication23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Proceedings
EditorsHao-Ren Ke, Chei Sian Lee, Kazunari Sugiyama
Place of PublicationCham
PublisherSpringer Nature Switzerland AG
Pages105-114
Number of pages10
ISBN (electronic)978-3-030-91669-5
ISBN (print)9783030916688
Publication statusPublished - 2021
Event23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021 - Virtual, Online
Duration: 1 Dec 20213 Dec 2021

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume13133
ISSN (Print)0302-9743
ISSN (electronic)1611-3349

Abstract

Review articles are a means to structure state-of-the-art literature and to organize the growing number of scholarly publications. However, review articles are suffering from numerous limitations, weakening the impact the articles could potentially have. A key limitation is the inability of machines to access and process knowledge presented within review articles. In this work, we present SmartReviews, a review authoring and publishing tool, specifically addressing the limitations of review articles. The tool enables community-based authoring of living articles, leveraging a scholarly knowledge graph to provide machine-actionable knowledge. We evaluate the approach and tool by means of a SmartReview use case. The results indicate that the evaluated article is successfully addressing the weaknesses of the current review practices.

Keywords

    Article authoring, Digital libraries, Living review documents, Semantic publishing

ASJC Scopus subject areas

Cite this

SmartReviews: Towards Human- and Machine-Actionable Representation of Review Articles. / Oelen, Allard; Stocker, Markus; Auer, Sören.
Towards Open and Trustworthy Digital Societies: 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Proceedings. ed. / Hao-Ren Ke; Chei Sian Lee; Kazunari Sugiyama. Cham: Springer Nature Switzerland AG, 2021. p. 105-114 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13133).

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

Oelen, A, Stocker, M & Auer, S 2021, SmartReviews: Towards Human- and Machine-Actionable Representation of Review Articles. in H-R Ke, CS Lee & K Sugiyama (eds), Towards Open and Trustworthy Digital Societies: 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13133, Springer Nature Switzerland AG, Cham, pp. 105-114, 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Virtual, Online, 1 Dec 2021. https://doi.org/10.1007/978-3-030-91669-5_9
Oelen, A., Stocker, M., & Auer, S. (2021). SmartReviews: Towards Human- and Machine-Actionable Representation of Review Articles. In H.-R. Ke, C. S. Lee, & K. Sugiyama (Eds.), Towards Open and Trustworthy Digital Societies: 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Proceedings (pp. 105-114). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13133). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-030-91669-5_9
Oelen A, Stocker M, Auer S. SmartReviews: Towards Human- and Machine-Actionable Representation of Review Articles. In Ke HR, Lee CS, Sugiyama K, editors, Towards Open and Trustworthy Digital Societies: 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Proceedings. Cham: Springer Nature Switzerland AG. 2021. p. 105-114. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2021 Nov 30. doi: 10.1007/978-3-030-91669-5_9
Oelen, Allard ; Stocker, Markus ; Auer, Sören. / SmartReviews : Towards Human- and Machine-Actionable Representation of Review Articles. Towards Open and Trustworthy Digital Societies: 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Proceedings. editor / Hao-Ren Ke ; Chei Sian Lee ; Kazunari Sugiyama. Cham : Springer Nature Switzerland AG, 2021. pp. 105-114 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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