Details

Autor(en) / Beteiligte

• Venugopal, Vineeth
• Broderick, Scott R.
• Rajan, Krishna

Titel

A picture is worth a thousand words: applying natural language processing tools for creating a quantum materials database map

Ist Teil von

• MRS communications, 2019-12, Vol.9 (4), p.1134-1141

Ort / Verlag

Cham: Springer International Publishing

Erscheinungsjahr

2019

Quelle

Alma/SFX Local Collection

Beschreibungen/Notizen

• This paper demonstrates the application of Natural Language Processing (NLP) tools to explore large libraries of documents and to correlate heuristic associations between text descriptions in figure captions with interpretations of images and figures. The use of visualization tools based on NLP methods permits one to quickly assess the extent of the research described in the literature related to a specific topic. The authors demonstrate how the use of NLP methods on only the figure captions without having to navigate the entire text of a document can provide an accelerated assessment of the literature in a given domain.