SmartReviews: Towards Human- and Machine-Actionable Reviews

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Autoren

Organisationseinheiten

Externe Organisationen

  • Technische Informationsbibliothek (TIB) Leibniz-Informationszentrum Technik und Naturwissenschaften und Universitätsbibliothek
Forschungs-netzwerk anzeigen

Details

OriginalspracheEnglisch
Titel des SammelwerksLinking Theory and Practice of Digital Libraries
Untertitel25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Proceedings
Herausgeber/-innenGerd Berget, Mark Michael Hall, Daniel Brenn, Sanna Kumpulainen
Seiten181-186
Seitenumfang6
ISBN (elektronisch)978-3-030-86324-1
PublikationsstatusVeröffentlicht - 2021
Veranstaltung25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021 - Virtual, Online
Dauer: 13 Sept. 202117 Sept. 2021

Publikationsreihe

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Band12866 LNCS
ISSN (Print)0302-9743
ISSN (elektronisch)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.

ASJC Scopus Sachgebiete

Zitieren

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. Hrsg. / Gerd Berget; Mark Michael Hall; Daniel Brenn; Sanna Kumpulainen. 2021. S. 181-186 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 12866 LNCS).

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Oelen, A, Stocker, M & Auer, S 2021, SmartReviews: Towards Human- and Machine-Actionable Reviews. in G Berget, MM Hall, D Brenn & S Kumpulainen (Hrsg.), 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), Bd. 12866 LNCS, S. 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 (Hrsg.), Linking Theory and Practice of Digital Libraries: 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Proceedings (S. 181-186). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 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, Hrsg., Linking Theory and Practice of Digital Libraries: 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Proceedings. 2021. S. 181-186. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2021 Sep 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. Hrsg. / Gerd Berget ; Mark Michael Hall ; Daniel Brenn ; Sanna Kumpulainen. 2021. S. 181-186 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
Download
@inproceedings{145a181787f545b094c1b924ee0bd515,
title = "SmartReviews: Towards Human- and Machine-Actionable Reviews",
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",
author = "Allard Oelen and Markus Stocker and S{\"o}ren Auer",
note = "Funding Information: This work was co-funded by the European Research Council for the project ScienceGRAPH (Grant agreement ID: 819536) and the TIB Leibniz Information Centre for Science and Technology.; 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021 ; Conference date: 13-09-2021 Through 17-09-2021",
year = "2021",
doi = "10.1007/978-3-030-86324-1_22",
language = "English",
isbn = "9783030863234",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
pages = "181--186",
editor = "Gerd Berget and Hall, {Mark Michael} and Daniel Brenn and Sanna Kumpulainen",
booktitle = "Linking Theory and Practice of Digital Libraries",

}

Download

TY - GEN

T1 - SmartReviews

T2 - 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021

AU - Oelen, Allard

AU - Stocker, Markus

AU - Auer, Sören

N1 - Funding Information: This work was co-funded by the European Research Council for the project ScienceGRAPH (Grant agreement ID: 819536) and the TIB Leibniz Information Centre for Science and Technology.

PY - 2021

Y1 - 2021

N2 - 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.

AB - 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.

KW - Article authoring

KW - Knowledge graphs

KW - Living documents

KW - Review articles

KW - Scholarly communication

UR - http://www.scopus.com/inward/record.url?scp=85115326207&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-86324-1_22

DO - 10.1007/978-3-030-86324-1_22

M3 - Conference contribution

AN - SCOPUS:85115326207

SN - 9783030863234

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 181

EP - 186

BT - Linking Theory and Practice of Digital Libraries

A2 - Berget, Gerd

A2 - Hall, Mark Michael

A2 - Brenn, Daniel

A2 - Kumpulainen, Sanna

Y2 - 13 September 2021 through 17 September 2021

ER -

Von denselben Autoren