Comparing research contributions in a scholarly knowledge graph
Сравнение исследовательских вкладов в научном графе знаний
2019-01-01
SCID: 54.1/3zays8xq
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Open Research Knowledge Graph (ORKG)contribution visualizationrelated literature retrievalresearch contribution comparisonscholarly knowledge graph
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Abstract (AI)
Conducting a scientific literature review is a time consuming activity. This holds for both finding and comparing the related literature. In this paper, we present a workflow and system designed to, among other things, compare research contributions in a scientific knowledge graph. In order to compare contributions, multiple tasks are performed, including finding similar contributions, mapping properties and visualizing the comparison. The presented workflow is implemented in the Open Research Knowledge Graph (ORKG) which enables researchers to find and compare related literature. A preliminary evaluation has been conducted with researchers. Results show that researchers are satisfied with the usability of the user interface, but more importantly, they acknowledge the need and usefulness of contribution comparisons.
Key Findings
1
A preliminary evaluation found that researchers were satisfied with the user interface’s usability.
2
Contribution comparison involves identifying similar contributions, mapping their properties, and visualizing the resulting comparisons.
3
Researchers acknowledged the need for and usefulness of comparing research contributions.
4
The paper introduces a workflow and system for comparing research contributions within a scientific knowledge graph.
5
The workflow is implemented in the Open Research Knowledge Graph (ORKG) to support finding and comparing related literature.
Research Object
research contributions in the Open Research Knowledge Graph (ORKG)
Research Subject
comparison of related research contributions, including similarity finding, property mapping, and visualization
Publication Details
Publication Date
2019-01-01
Journal
Institutional Repository of Leibniz Universität Hannover (Leibniz Universität Hannover)
Publisher
Leibniz University Hannover
ISSN
Cited by
14
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