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What are the differences between knowledge representation methods like Semantic Networks and Ontologies?

Answer Posted / Lalit Mohan Gupta

Semantic networks are a graph-based knowledge representation method that describes objects, attributes, and relationships using nodes and edges. They can handle complex relationships but may lack formal structure compared to ontologies. Ontologies are formally defined, structured representations of domains or topics, consisting of concepts, properties, and relations with explicitly defined semantics. They provide a standardized way to share and integrate knowledge across different systems.

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