Details
| Original language | English |
|---|---|
| Title of host publication | Digital Libraries for Open Knowledge |
| Subtitle of host publication | 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Proceedings |
| Editors | Mark Hall, Tanja Mercun, Thomas Risse, Fabien Duchateau |
| Place of Publication | Cham |
| Pages | 3-18 |
| Number of pages | 16 |
| ISBN (electronic) | 978-3-030-54956-5 |
| Publication status | Published - 17 Aug 2020 |
| Event | 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020 - Lyon, France Duration: 25 Aug 2020 → 28 Aug 2020 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 12246 LNCS |
| ISSN (Print) | 0302-9743 |
| ISSN (electronic) | 1611-3349 |
Abstract
Current science communication has a number of drawbacks and bottlenecks which have been subject of discussion lately: Among others, the rising number of published articles makes it nearly impossible to get a full overview of the state of the art in a certain field, or reproducibility is hampered by fixed-length, document-based publications which normally cannot cover all details of a research work. Recently, several initiatives have proposed knowledge graphs (KGs) for organising scientific information as a solution to many of the current issues. The focus of these proposals is, however, usually restricted to very specific use cases. In this paper, we aim to transcend this limited perspective by presenting a comprehensive analysis of requirements for an Open Research Knowledge Graph (ORKG) by (a) collecting daily core tasks of a scientist, (b) establishing their consequential requirements for a KG-based system, (c) identifying overlaps and specificities, and their coverage in current solutions. As a result, we map necessary and desirable requirements for successful KG-based science communication, derive implications and outline possible solutions.
Keywords
- Design science research, Requirements analysis, Research Knowledge Graph, Scholarly communication
ASJC Scopus subject areas
- Mathematics(all)
- Theoretical Computer Science
- Computer Science(all)
- General Computer Science
Cite this
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Digital Libraries for Open Knowledge: 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Proceedings. ed. / Mark Hall; Tanja Mercun; Thomas Risse; Fabien Duchateau. Cham, 2020. p. 3-18 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12246 LNCS).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
}
TY - GEN
T1 - Requirements Analysis for an Open Research Knowledge Graph
AU - Brack, Arthur
AU - Hoppe, Anett
AU - Stocker, Markus
AU - Auer, Sören
AU - Ewerth, Ralph
PY - 2020/8/17
Y1 - 2020/8/17
N2 - Current science communication has a number of drawbacks and bottlenecks which have been subject of discussion lately: Among others, the rising number of published articles makes it nearly impossible to get a full overview of the state of the art in a certain field, or reproducibility is hampered by fixed-length, document-based publications which normally cannot cover all details of a research work. Recently, several initiatives have proposed knowledge graphs (KGs) for organising scientific information as a solution to many of the current issues. The focus of these proposals is, however, usually restricted to very specific use cases. In this paper, we aim to transcend this limited perspective by presenting a comprehensive analysis of requirements for an Open Research Knowledge Graph (ORKG) by (a) collecting daily core tasks of a scientist, (b) establishing their consequential requirements for a KG-based system, (c) identifying overlaps and specificities, and their coverage in current solutions. As a result, we map necessary and desirable requirements for successful KG-based science communication, derive implications and outline possible solutions.
AB - Current science communication has a number of drawbacks and bottlenecks which have been subject of discussion lately: Among others, the rising number of published articles makes it nearly impossible to get a full overview of the state of the art in a certain field, or reproducibility is hampered by fixed-length, document-based publications which normally cannot cover all details of a research work. Recently, several initiatives have proposed knowledge graphs (KGs) for organising scientific information as a solution to many of the current issues. The focus of these proposals is, however, usually restricted to very specific use cases. In this paper, we aim to transcend this limited perspective by presenting a comprehensive analysis of requirements for an Open Research Knowledge Graph (ORKG) by (a) collecting daily core tasks of a scientist, (b) establishing their consequential requirements for a KG-based system, (c) identifying overlaps and specificities, and their coverage in current solutions. As a result, we map necessary and desirable requirements for successful KG-based science communication, derive implications and outline possible solutions.
KW - Design science research
KW - Requirements analysis
KW - Research Knowledge Graph
KW - Scholarly communication
UR - http://www.scopus.com/inward/record.url?scp=85090096328&partnerID=8YFLogxK
U2 - 10.48550/arXiv.2005.10334
DO - 10.48550/arXiv.2005.10334
M3 - Conference contribution
AN - SCOPUS:85090096328
SN - 9783030549558
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 3
EP - 18
BT - Digital Libraries for Open Knowledge
A2 - Hall, Mark
A2 - Mercun, Tanja
A2 - Risse, Thomas
A2 - Duchateau, Fabien
CY - Cham
T2 - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020
Y2 - 25 August 2020 through 28 August 2020
ER -