2 papers
cs.LG2024
A Survey on Recent Random Walk-based Methods for Embedding Knowledge Graphs
Elika Bozorgi, Sakher Khalil Alqaiidi, Afsaneh Shams +2
Machine learning, deep learning, and NLP methods on knowledge graphs are present in different fields and have important roles in various domains from self-driving cars to friend re…
cs.LG2024
Subgraph2vec: A random walk-based algorithm for embedding knowledge graphs
Elika Bozorgi, Saber Soleimani, Sakher Khalil Alqaiidi +2
Graph is an important data representation which occurs naturally in the real world applications \cite{goyal2018graph}. Therefore, analyzing graphs provides users with better insigh…