From 8f9184146c4210664fe2131bf14b4b61c7efdf0d Mon Sep 17 00:00:00 2001 From: Harry Dimitropoulos Date: Wed, 16 Nov 2022 16:41:42 +0100 Subject: [PATCH] Update 'docs/data-provision/enrichment/classified.md' --- docs/data-provision/enrichment/classified.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/data-provision/enrichment/classified.md b/docs/data-provision/enrichment/classified.md index ee617bc..ae78e17 100644 --- a/docs/data-provision/enrichment/classified.md +++ b/docs/data-provision/enrichment/classified.md @@ -7,10 +7,10 @@ sidebar_position: 5 | Property | Description | | --- | --- | -| Short description | Classifiers | +| Short description | A document classification algorithm that employs analysis of free text stemming from the abstracts of the publications. The purpose of applying a document classification module is to assign a scientific text to one or more predefined content classes. | | Authority | ATHENA Research Center, Greece | | Licence | CC-BY/CC-0 | -| Algorithmic details | The algorithm classifies publication's fulltexts using a Bayesian classifier and weighted terms according to an offline training phase. The training has been done using the following taxonomies: arxiv, dcc, acm | +| Algorithmic details | The algorithm classifies publication's fulltexts using a Bayesian classifier and weighted terms according to an offline training phase. The training has been done using the following taxonomies: arXiv, MeSH (Medical Subject Headings), ACM, and DDC (Dewey Decimal Classification, or Dewey Decimal System). | | Parameters | Publication's identifier and fulltext | | Limitations | N/A | | Code repository | https://github.com/openaire/iis/tree/master/iis-wf/iis-wf-referenceextraction/src/main/resources/eu/dnetlib/iis/wf/referenceextraction |