Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: While there exists an increasingly large number of Linked Data, metadata about the content covered by individual datasets is sparse. ,  introduce a processing pipeline to automatically assess, annotate and index available linked datasets. Given a minimal description of a dataset from the DataHub, the process produces a structured RDF-based description that includes information about its main topics. Additionally, the generated descriptions embed datasets into an interlinked graph of datasets based on shared topic vocabularies.  adopt and integrate techniques for Named Entity Recognition and automated data validation, providing a consistent workflow for dataset profiling and annotation. Finally,  validate the results obtained with our tool.
['Besnik Fetahu', 'Stefan Dietze', 'Bernardo Pereira Nunes', 'Davide Taibi', 'Marco A. Casanova']
I am writing a research paper on a idea Generating structured profiles of linked data graphs
[{"from": "human", "value": "I am writing a research paper on a idea Generating structured profiles of linked data graphs"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: While there exists an increasingly large number of Linked Data, metadata about the content covered by individual datasets is sparse. ,  introduce a processing pipeline to automatically assess, annotate and index available linked datasets. Given a minimal description of a dataset from the DataHub, the process produces a structured RDF-based description that includes information about its main topics. Additionally, the generated descriptions embed datasets into an interlinked graph of datasets based on shared topic vocabularies.  adopt and integrate techniques for Named Entity Recognition and automated data validation, providing a consistent workflow for dataset profiling and annotation. Finally,  validate the results obtained with our tool."}]