Knowledge graph embedding for link prediction and entity classification

• Κύριος συγγραφέας: Παπαδόπουλος, Αλκιβιάδης
• Άλλοι συγγραφείς: Papadopoulos, Alkiviadis
• Γλώσσα: English
• Έκδοση: 2021
• Θέματα: Machine learning; Knowledge graphs; Knowledge graph embedding; Link prediction; Entity classification; Μηχανική μάθηση; Γράφοι γνώσης; Ενσωμάτωση γράφου γνώ­σης; Πρόβλεψη συνδέσμου; Ταξινόμηση οντοτήτων

Although machine learning has shown promising results and attracted great attentionin the recent years, few methods can be applied to relational, or graph­structured,data. Knowledge Graph Embedding (KGE) is a learning methodology that attemptsto bridge this gap by learning to represent nodes as vect...