Knowledge extraction for assisted curation of summaries of bacterial transcription factor properties.

ABSTRACT: Transcription factors (TFs) play a main role in transcriptional regulation of bacteria, as they regulate transcription of the genetic information encoded in DNA. Thus, the curation of the properties of these regulatory proteins is essential for a better understanding of transcriptional regulation. However, traditional manual curation of article collections to compile descriptions of TF properties takes significant time and effort due to the overwhelming amount of biomedical literature, which increases every day. The development of automatic approaches for knowledge extraction to assist curation is therefore critical. Here, we show an effective approach for knowledge extraction to assist curation of summaries describing bacterial TF properties based on an automatic text summarization strate

SUBMITTER: Mendez-Cruz CF 

PROVIDER: S-EPMC7731926 | biostudies-literature | 2020 Dec

REPOSITORIES: biostudies-literature