Department of Chemistry, BMC, Uppsala University, SE-75124 Uppsala, Sweden
Mini Review
Analytical Chemistry′s Experimental Methods: A Semantic Analysis
Author(s): Magnus Palmblad*
Finding the data that is most relevant to a given context is a major obstacle to reusing and integrating existing data. The scientific literature that
provides descriptions of the experiments that led to the data is the primary source of metadata. We manually annotated 100 recent open access
publications in Analytical Chemistry as semantic graphs to encourage the development of natural language processing techniques for extracting
this data from articles. Because we are particularly interested in the subject, which also falls under the purview of a number of ontologies and
controlled vocabularies, we concentrated our efforts on articles that included a mention of mass spectrometry in their experimental sections. The
resulting gold standard dataset is accessible to the general public and can be used to verify automated methods for locating this metadata in the
l.. Read More»
DOI:
10.37421/2150-3494.2022.13.316
Chemical Sciences Journal received 912 citations as per Google Scholar report