@inproceedings {pub6251,
	title = {Knowledge Graph Completion for Action Prediction on Situational Graphs - A Case Study on Household Tasks.},
	author = {Mariam Arustashvili AND J{\"o}rg Deigm{\"o}ller AND Heiko  Paulheim},
	year = {2025},
	month = {September},
	abstract = {Knowledge Graphs are used for various purposes, including the descrip-
tion of household actions, e.g., for analyzing video footage. In that case, the infor-
mation extracted from videos is notoriously incomplete, and completing the knowl-
edge graph for enhancing the situational picture is essential. In this paper, we show
that, while a standard link prediction problem, many link prediction algorithms are
not fit for the job, and unable to outperform even simple baselines.},
	publisher = {IOS press},
	url = {https://doi.org/10.48550/arXiv.2508.13675},
	booktitle = {Semantics 2025}
}