Sentence examples for concept profile from inspiring English sources

If all actors pursue a coalition-formation strategy by adopting concepts from other actors with a similar concept profile (third diagram), the result is very similar.

We used the concept profile text-mining technique.[44] In this method all concepts (e.g. proteins, diseases, chemicals, GO terms) that are associated with a given protein identifier in MedLine abstracts are assembled into a concept profile.

For the other proteins there was not sufficient information available in MedLine to construct a concept profile.

We conclude that concept profile similarity is a significantly better literature based predictor of PPIs than co-occurrence based methods.

It gives extra weight to those concepts that are very specific for the set of documents belonging to the protein for which the concept profile is constructed.

To calculate the similarity of the contexts in which proteins appear in literature, we summarize the context of each protein in a concept profile.

Concept profile-based relation.

Figure S1 displays the distribution of the similarity scores of the concept profile-based method for the PPI and NIPP sets.

We proceed to show the added value of the concept profile-based approach over classical direct relation extraction, including the text-mining techniques used in the STRING database.

For the concept profile-based approach, we could create concept profiles and calculate a similarity score for 76% of the PPI set.

The results are given in Table S2 and indicate that the concept profile-based approach is indeed superior in predicting relationships between proteins potentially present in the same complex or pathway.