Chapter 3 Quiz: Advanced Knowledge Graphs

Question 1 of 10

Graph embeddings preserve which property of the network?

✓ Correct! Embeddings preserve structural properties.

Question 2 of 10

What is Node2Vec based on?

✓ Correct! Node2Vec uses biased random walks.

Question 3 of 10

Which is a graph embedding technique?

✓ Correct! TransE is a translation-based embedding method.

Question 4 of 10

Graph embeddings help with finding

✓ Correct! Similarity is measured in embedding space.

Question 5 of 10

Embeddings are typically how many dimensions?

✓ Correct! High dimensions capture rich relationships.

Question 6 of 10

TransE models relationships as

✓ Correct! TransE: head + relation ≈ tail.

Question 7 of 10

Graph embeddings work best with

✓ Correct! Embeddings capture network structure.

Question 8 of 10

Similarity in embedding space uses

✓ Correct! Standard distance metrics work in embedding space.

Question 9 of 10

Knowledge graph completion means

✓ Correct! Embeddings enable link prediction.

Question 10 of 10

Embeddings primarily enable

✓ Correct! Embeddings bridge graphs and ML.

📝 Chapter 3 Quiz