KI-Glossar
Das vollständige Wörterbuch der Künstlichen Intelligenz
Node
Fundamental point in a graph structure representing an entity, concept, or individual value in the knowledge network.
Edge
Directed or undirected connection between two nodes in a graph, representing a relationship or interaction between corresponding entities.
Hybrid Knowledge Graph
Architecture combining structured symbolic knowledge with continuous vector representations to improve reasoning and generalization.
PageRank Algorithm
Link analysis method calculating the relative importance of nodes in a graph based on incoming and outgoing connection structures.
Graph Schema
Formal structure defining node types, allowed properties, and valid relational constraints in a knowledge graph.
Knowledge Fusion
Process of integrating and reconciling multiple heterogeneous information sources into a coherent and non-redundant knowledge graph.
Automated Reasoning
Logical derivation of new conclusions from existing knowledge in a graph, using inference rules and semantic constraints.
Constraint Propagation
Inferential mechanism systematically applying consistency rules to maintain logical integrity during graph modifications.