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KI-Glossar

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Graph database

NoSQL storage system specialized in managing data structures composed of nodes, edges, and properties, optimized for queries on complex relationships.

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Property

Key-value attribute associated with a node or edge, allowing storage of metadata and specific characteristics for each graph element.

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Graph traversal

Algorithmic operation involving navigation through graph nodes and edges according to specific patterns to discover relationships or calculate metrics.

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Cypher

Declarative query language developed by Neo4j, using ASCII-art syntax to describe graph patterns in manipulation and query operations.

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Centrality

Metric measuring the relative importance of a node in a network, including degree centrality, betweenness, closeness, and eigenvector for network analysis.

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Graph index

Optimized data structure accelerating search and filtering queries on node or edge properties in graph databases.

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Path

Ordered sequence of nodes connected by edges in a graph, representing a route or chain of relationships between entities.

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Graph analysis

Set of algorithmic techniques applied to graph structures to extract insights, detect patterns, and calculate metrics on relationships.

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Graph Property Model

Modeling paradigm where data is represented as entities (nodes) with properties and relationships (edges) between them.

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GraphQL

Query language and runtime developed by Facebook, allowing clients to request exactly the needed data through a graph structure.

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Graph Storage Engine

Underlying component of graph databases responsible for the efficient physical persistence of graph data structures on disk or in memory.

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Graph Native Processing

Processing approach where graph operations are executed directly on the native data structure without intermediate conversion.

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Multi-model Graph Database

Database system simultaneously supporting the graph model and other models (document, key-value, relational) in a unified platform.

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