The document discusses using semantic approaches like linked data and ontologies to organize and describe data. It explains that linked data uses URIs, RDF, and linking to other data sets. Ontologies define the formal meaning of terms in a domain and can be used for data modeling, consistency checking, and inferring implicit information. Describing data sets semantically could improve data search, organization, and connections between datasets in domains like transportation, traffic, and planning for a data portal.