Is a Knowledge Graph capable of capturing human knowledge?

Knowledge representation and reasoning is the area of Artificial Intelligence (AI) concerned with how knowledge can be represented symbolically and manipulated in an automated way by reasoning programs. More informally, it is the part of AI that is concerned with thinking, and how thinking contributes to intelligent behavior.[Brachman and Levesque, 2004]

What is a Knowledge Graph?

“A knowledge graph consists of a set of interconnected typed entities and their attributes.”

“A knowledge graph is a graph containing knowledge.”

The use case

DRKG schema

What insights are we looking for?

Node Classification explained
Node Classification

The approach

Node Embedding

Node Embedding explained
Node Embedding
The result of the query before

Evaluate the results quality

Counter-proof

Conclusion

References

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