Lezhnina Olga, Kismihók Gábor, Prinz Manuel, Stocker Markus, Auer Sören
Learning and Skill Analytics Research Group, TIB-Leibniz Information Centre for Science and Technology, Hannover, Germany.
Data Science and Digital Libraries Group, TIB-Leibniz Information Centre for Science and Technology, Hannover, Germany.
Front Res Metr Anal. 2022 Jul 19;7:934930. doi: 10.3389/frma.2022.934930. eCollection 2022.
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.
学术知识图谱为研究人员提供了一种新颖的信息检索方式,其在学术界的更广泛应用有利于已发表作品的数字化以及学术交流的发展。为了提高学术知识图谱的接受度,我们展示了一个仪表盘,它在开放研究知识图谱(ORKG)框架内可视化了关于一个教育科学主题的研究贡献。由于仪表盘是在计算机科学、平面设计和人机交互的交叉点创建的,我们从这三个角度开发了一个多关系可视化工具,旨在改善用户体验。根据用户评估调查的初步结果,该仪表盘被认为比由ORKG驱动的基线界面更具吸引力。我们的研究结果可用于不同领域中由学术知识图谱驱动的仪表盘的开发,从而促进研究团体对这些新颖工具的接受,并提高学术交流的多样性。