A Scholarly Knowledge Graph-Powered Dashboard: Implementation and User Evaluation

Autor: Olga Lezhnina, Gábor Kismihók, Manuel Prinz, Markus Stocker, Sören Auer
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: Frontiers in Research Metrics and Analytics, Vol 7 (2022)
Druh dokumentu: article
ISSN: 2504-0537
DOI: 10.3389/frma.2022.934930
Popis: Scholarly knowledge graphs provide researchers with a novel modality of information retrieval, and their wider use in academia is beneficial for the digitalization of published works and the development of scholarly communication. To increase the acceptance of scholarly knowledge graphs, we present a dashboard, which visualizes the research contributions on an educational science topic in the frame of the Open Research Knowledge Graph (ORKG). As dashboards are created at the intersection of computer science, graphic design, and human-technology interaction, we used these three perspectives to develop a multi-relational visualization tool aimed at improving the user experience. According to preliminary results of the user evaluation survey, the dashboard was perceived as more appealing than the baseline ORKG-powered interface. Our findings can be used for the development of scholarly knowledge graph-powered dashboards in different domains, thus facilitating acceptance of these novel instruments by research communities and increasing versatility in scholarly communication.
Databáze: Directory of Open Access Journals