Title
Interpretable and Fair Comparison of Link Prediction or Entity Alignment Methods
Abstract
In this work, we take a closer look at the evaluation of two families of methods for enriching information from knowledge graphs: Link Prediction and Entity Alignment. In the current experimental setting, multiple different scores are employed to assess different aspects of model performance. We analyze the informativeness of these evaluation measures and identify several shortcomings. In particul...
Year
DOI
Venue
2020
10.1109/WIIAT50758.2020.00053
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)
Keywords
DocType
ISBN
Atmospheric measurements,Current measurement,Predictive models,Particle measurements,Intelligent agents
Conference
978-1-6654-1924-6
Citations 
PageRank 
References 
0
0.34
0
Authors
4
Name
Order
Citations
PageRank
Max Berrendorf101.35
Evgeniy Faerman200.68
Laurent Vermue300.34
Volker Tresp42907373.75