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Thu, 07 Jul 2022 08:57:14 GMT — Properties
Properties
Key | Value |
---|---|
Identifier | home |
Name | Home |
Type | Base Topic |
Creation timestamp | Thu, 07 Jul 2022 08:57:14 GMT |
Modification timestamp | Mon, 16 Dec 2024 13:43:09 GMT |
Knowledge Model
The heart of the knowledge graph is a knowledge model - a collection of interlinked descriptions of concepts, entities, relationships and events where:
- Descriptions have formal semantics that allow both people and computers to process them in an efficient and unambiguous manner
- Descriptions contribute to one another, forming a network, where each entity represents part of the description of the entities related to it
- Diverse data is connected and described by semantic metadata according to the knowledge model
Knowledge graphs combine characteristics of several data management paradigms:
- Database, because the data can be queried via structured queries
- Graph, because it can be analyzed as any other network data structure
- Knowledge base, because the data in it bears formal semantics, which can be used to interpret the data and infer new facts
Topics
- Knowledge graphs
- Topic maps
- Resource Description Framework (RDF)
- Labeled Property Graphs (LPGs)
- TinkerPop protocol and ecosystem
- Neo4j
- openCypher
- Semantic web stack
- Semantic model
- FAIR scientific data management and stewardship
- Data fabric (or data mesh)
- ETL (Extract, Transform and Load)
Notes
Work in progress
This topic map will be expanded upon over time as my research into knowledge graphs (and specifically the accompanying ecosystem) progresses.
Graph visualization
Click here to see a graph visualization of the map. Double-click on any node in the graph to navigate to the corresponding topic.
- Map: Knowledge Graphs — Info
- Topic: Home
- Scope: Universal Active
- Files
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Links
- Awesome Knowledge Management
- Semantic Relationships
- Contextualise
- People Analytics
- Semantic Content Management
- The Linked Open Data Cloud
- Webz.io - Machine-Defined Web Data
- Data Mesh Architecture
- Introduction to Embedding Vectors
- Knowledge Graphs Course
- Introduction to Knowledge Graphs
- Graph Notebook
- The TAO of Topic Maps