OC-782K: Knowledge Graph of "Scientometrics" modelled according to the OpenCitations Data Model (Q6709453)

This dataset is a knowledge graph extracted from atriplestore covering information about the journal Scientometricsand modelled according to the OpenCitations Data Model. The original triplestore is available here. This KG was extractedfor a research project on knowledge graph embeddings (KGEs)for author disambiguation. Structural triples of the knowledge graph are split into training, testing and validation for applying representation learning methods. Textual literals and numeric literals were stored separately in order to implement multimodal approaches for KGEs (seearXiv:1802.00934). For the same reason, textual literals and numeric literals are already stored into sentence embeddings and anumeric matrixrespectively in the filestextual_literals.npyandnumeric_literals.npy. The file and_eval.jsoncontains the evaluation dataset used for evaluating our AND architecture. For the script used to gather this dataset see the GitHub repository:https://github.com/sntcristian/and-kge/tree/main/open-citations.