What is a Knowledge Graph?

Knowledge graphs represent a network of real-world entities, such as people, places, and things in the world, and illustrates the relationship between them.

In this lightboard video, Martin Keen with IBM visually explains the fundamentals of knowledge graphs and then demonstrates how they can turn your data into machine understandable language.

#KnowledgeGraph #NaturalLanguageProcessing #DataIntegration

[aslt]

This man knew how to write backwards but pointed to the wrong direction (subjectively) to the recommended list of videos...
PHENOMENAL!

[sourabhsoni]

All this time i was dazzled by his easy of writing in mirror opposite and how ingenuine it was on the part of creator team to make him stand behind a glass to write.

[animeprofiles]

The most interesting and the innovative vibe guy in the entire series of these videos

[jamessfdegfsfwebi]

If you're interested in how knowledge graphs are used and how the multiple edges work I found this datacamp tutorial useful which goes into more detail: Using a Knowledge Graph to Implement a RAG Application

[PatGirvin]

Well, that was interesting and well presented, thanks! I’ve been looking for a way of encoding semantic relationships to data topologies and this should be a very fruitful avenue of study. Thanks!

[targho]

Well explained, it was good preparation before my first workshop about knowledge graphs tomorrow

[cemery]

I believe in having the edge feature endpoint objects allowing for constraints being visualized similar to (Texas Instruments stds) and that the graphic representation of all objects allow for color, , width, and height to be programmatically altered.

[VeronicaSantos]

Not only real-world entities but also abstract concepts and commomsense knowledge 🧐

[cemery]

I like the concept of treating edges the same as nodes both expressed as UML objects which have properties and methods...., I also want their representation to reflect real time properties and constraints expressed similar to UML but when triggered flags are raised whch prompts for response or merely logs the event.

[Flankymanga]

I remember my university professor describing ontology - this knowledge graphs seems to be something similar?

[shariqueshaikhh]

Hello Martin and IBM Technology, I am working on a problem where I am storing data into Knowledge Graph. But the Relation extraction is a big deal. I have got ~40% accuracy there. Could you please provide some resources that can help me in the journey? I have a .txt file that contains information about Kubernetes Security. Right now I am extracting entities (Nodes) using Spacy and feeding them to the relation extraction model to get the relations (Edges) among the Nodes. Any help would be appreciated.

[VivekKumar-gjtf]

"Avoid coffee after 5PM folks": ah I loved it.

[cemery]

One of the many projects I would like IBM do for society is to make it's UML (Rational Rose)...tool intoi a SAAS with minimal cost and high availability....with interactive real time instance dashbords and present it with fun graphics and sounds....and voice commands...maybe in the MetaVerseAi bubbles.

[cemery]

I'm curious about injesting standards from xml, rdf, and owl and treating standards on a priority basis (RAG ?)

[Scootenfruity]

Thanks for the helpful video! I was kinda surprised to find you outside the brewing world :D

[jezelsteele]

very clear and easy to follow - Will be viewing many more videos from this source

[Krishnapriya-ne]

Hi.i am interested in knowledge graph.
Can anyone tell me a good course related to knowledge graph

[badatpseudoscience]

We use to call them semantic networks.

[wryltxw]

is it formalized the same way like word embeddings? or is it a computer science concept, like graph data structure?

[redthunder]

Sure, but how do you construct one? Especially not manually. And how do you do searches, and know when your done searching the graph???