Deep Learning meets Knowledge Graphs for Scholarly Data Classification (.pdf)

« The amount of scientific literature continuously grows, which poses an increasing challenge for researchers to manage, find and explore research results. Therefore, the classification of scientific work is widely applied to enable the retrieval, support the search of suitable reviewers during the reviewing process, and in general to organize the existing literature according to a given schema. The automation of this classification process not only simplifies the submission process for authors, but also ensures the coherent assignment of classes. (…) »

source >, Fabian Hoppe, Danilo Dessi, Harald Sack, 2021