Examining Patented Artefact Knowledge Graphs to understand Linguistic and Structural Basis

Introduction This resource is uploaded in support of our research that involves examining knowledge graphs of patented artefacts to understand the linguistic and structural basis of engineering design knowledge. The research is detailed in the following paper. https://arxiv.org/abs/2312.06355 The resource is segregated into multiple Pandas dataframes in pickled format – “.pkl”. To access any dataframe, please use the following Python code. import pandas as pd data = pd.read_pickle("PATH TO FILE.pkl") print(data.head()) The individual datasets are described as follows.