Cargando…
Configurable web-services for biomedical document annotation
The need to efficiently find and extract information from the continuously growing biomedical literature has led to the development of various annotation tools aimed at identifying mentions of entities and relations. Many of these tools have been integrated in user-friendly applications facilitating...
Autor principal: | |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6755557/ https://www.ncbi.nlm.nih.gov/pubmed/30578450 http://dx.doi.org/10.1186/s13321-018-0317-4 |
_version_ | 1783453257406873600 |
---|---|
author | Matos, Sérgio |
author_facet | Matos, Sérgio |
author_sort | Matos, Sérgio |
collection | PubMed |
description | The need to efficiently find and extract information from the continuously growing biomedical literature has led to the development of various annotation tools aimed at identifying mentions of entities and relations. Many of these tools have been integrated in user-friendly applications facilitating their use by non-expert text miners and database curators. In this paper we describe the latest version of Neji, a web-services ready text processing and annotation framework. The modular and flexible architecture facilitates adaptation to different annotation requirements, while the built-in web services allow its integration in external tools and text mining pipelines. The evaluation of the web annotation server on the technical interoperability and performance of annotation servers track of BioCreative V.5 further illustrates the flexibility and applicability of this framework. |
format | Online Article Text |
id | pubmed-6755557 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-67555572019-09-26 Configurable web-services for biomedical document annotation Matos, Sérgio J Cheminform Research Article The need to efficiently find and extract information from the continuously growing biomedical literature has led to the development of various annotation tools aimed at identifying mentions of entities and relations. Many of these tools have been integrated in user-friendly applications facilitating their use by non-expert text miners and database curators. In this paper we describe the latest version of Neji, a web-services ready text processing and annotation framework. The modular and flexible architecture facilitates adaptation to different annotation requirements, while the built-in web services allow its integration in external tools and text mining pipelines. The evaluation of the web annotation server on the technical interoperability and performance of annotation servers track of BioCreative V.5 further illustrates the flexibility and applicability of this framework. Springer International Publishing 2018-12-21 /pmc/articles/PMC6755557/ /pubmed/30578450 http://dx.doi.org/10.1186/s13321-018-0317-4 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Matos, Sérgio Configurable web-services for biomedical document annotation |
title | Configurable web-services for biomedical document annotation |
title_full | Configurable web-services for biomedical document annotation |
title_fullStr | Configurable web-services for biomedical document annotation |
title_full_unstemmed | Configurable web-services for biomedical document annotation |
title_short | Configurable web-services for biomedical document annotation |
title_sort | configurable web-services for biomedical document annotation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6755557/ https://www.ncbi.nlm.nih.gov/pubmed/30578450 http://dx.doi.org/10.1186/s13321-018-0317-4 |
work_keys_str_mv | AT matossergio configurablewebservicesforbiomedicaldocumentannotation |