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User Interfaces to the Web of Data based on Natural Language Generation

We explore how Virtual Research Environments based on Semantic Web technologies support research interactions with RDF data in various stages of corpus-based analysis, analyze the Web of Data in terms of human readability, derive labels from variables in SPARQL queries, apply Natural Language Genera...

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Hlavní autor: Ell, Basil
Médium: Online
Jazyk:angličtina
Vydáno: KIT Scientific Publishing 2021
Témata:
HF5001-6182
Semantic Web Textgenerierung Benutzerschnittstelle Virtuelle ForschungsumgebungNaturl Language Processing Natural Language Generation Semantic Web User Interface Virtual Research Environment
bic Book Industry Communication::K Economics, finance, business & management::KJ Business & management::KJC Business strategy
On-line přístup:34491
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Shrnutí:We explore how Virtual Research Environments based on Semantic Web technologies support research interactions with RDF data in various stages of corpus-based analysis, analyze the Web of Data in terms of human readability, derive labels from variables in SPARQL queries, apply Natural Language Generation to improve user interfaces to the Web of Data by verbalizing SPARQL queries and RDF graphs, and present a method to automatically induce RDF graph verbalization templates via distant supervision.

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