This repository contains the code for our paper Lost in Recursion: Mining Rich Event Semantics in Knowledge Graphs published at the Web Science Conference 2024.
For citations you may use:
@inproceedings{ploetzky2024receventsemantics,
author = {Florian Pl{\"{o}}tzky and
Niklas Kiehne and
Wolf{-}Tilo Balke},
title = {Lost in Recursion: Mining Rich Event Semantics in Knowledge Graphs},
booktitle = {ACM Web Science Conference (Websci '24), May 21--24, 2024, Stuttgart, Germany},
publisher = {{ACM}},
year = {2024},
doi = {10.1145/3614419.3644001},
}Please be aware that due to copyright reasons we can not publish the full texts of the newspaper articles used in the proof of concept.
That is, you need to download the articles and parse them on your own.
To do that please successively load the json files in the subfolders newspaper_articles, download the newspaper article behind the respective in the keys, use newspaper3k to extract the text from the article and populate the text attribute for each entry in the json files.
To mine the narratives and resolve the recursive nodes refer to the run_extraction.ipynb notebook.