My take-away from this is that revisiting earlier findings in inductive logic programming and possibly combining them with deep learning approaches may result in stronger algorithms." ...

Graph algorithms, graph analytics, and graph-based machine learning and insights are all good, accurate terms. And they are not mutually exclusive with "traditional" knowledge graphs either.

Knowledge graph-based recommender systems are able to help solve these challenges to an extent. In this approach, user and item entities are connected through multiple relationships.

Other dimensions explored by eBay architecture knowledge graph are dependencies between services and criticality. A graph provides an immediate understanding of multi-dimensional relationships.

Diffbot has to add new hardware to its data center as the knowledge graph grows. Researchers can access Diffbot’s knowledge graph for free. But Diffbot also has around 400 paying customers.

Whether IT leaders opt for the precision of a Knowledge Graph or the efficiency of a Vector DB, the goal remains clear—to harness the power of RAG systems and drive innovation, productivity, and ...