Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study.
Farahnaz AkramiMohammed Samiul SaeefQingheng ZhangWei HuChengkai LiPublished in: CoRR (2020)
Keyphrases
- data mining techniques
- gold standard
- human experts
- knowledge base
- graph theoretic
- qualitative and quantitative
- empirical studies
- significant improvement
- domain knowledge
- expert systems
- graph matching
- neural network
- graph representation
- evaluation methods
- preprocessing
- evaluation criteria
- evaluation metrics
- evaluation measures
- real life
- machine learning methods
- random walk
- knowledge based systems
- prior knowledge
- knowledge representation
- computational cost