Doc

README.md

@@ -1,15 +1,19 @@
 # ISSA Processing Pipeline
 
-This repository contains the pipeline developed by the [ISSA](https://issa.cirad.fr/) project,
-The pipeline orchestrates the automatic indexing of article of a scientific archive, by extracting from the articles full-text thematic descriptors and named entities, and linking them with terminological resources in the Semantic Web format.
+This repository contains the pipeline developed by the [ISSA](https://issa.cirad.fr/) project.
+It orchestrates the automatic indexing of a scientific archive by extracting from the articles full-text thematic descriptors and named entities, and linking them with terminological resources in the Semantic Web format.
 
-The repository consists of various tools, scripts, configuration files involved in each step of the pipeline.
+The repository consists of various tools, scripts and configuration files involved in each step of the pipeline:
 - retrieve the articles metadata from the archive's API;
 - download and pre-process the PDF files of the articles;
 - process the output to extract thematic descriptors and named  entities;
 - translate the output of each treatment into a unified, consistent RDF dataset;
 - upload the resulting dataset to a triple store equipped with a SPARQL endpoint.
 
+These steps are summurized in the following diagram.
+
+<img src="doc/pipeline_diagram.png" width="700" />
+
 
 ## Content
 
@@ -24,6 +28,6 @@ The repository consists of various tools, scripts, configuration files involved
 See the [LICENSE file](LICENSE).
 
 
-## Cite this work:
+## Cite this work
 
-Anna BOBASHEVA, Franck MICHEL, ISSA Project (2022). ISSA Processing Pipeline. https://github.com/issa-project/issa-pipeline.
+Anna BOBASHEVA, Franck MICHEL, Andon TCHECHMEDJIEV, Anne TOULET (2022). ISSA Processing Pipeline. https://github.com/issa-project/issa-pipeline.

dataset/dataset.ttl

@@ -25,7 +25,7 @@ issa:issa-agritrop
     a               dcat:Dataset, void:Dataset, schema:Dataset;
     dct:title       "ISSA Agritrop dataset";
     schema:name     "ISSA Agritrop dataset";
-    dct:description "This RDF dataset provides knowledge graphs produced by processing articles from Agritrop - the open repository of CIRAD publications. These knowledge graphs provide articles' metadata, extracted text, Agrovoc and GeoNames descriptors, named entities identified and disambiguated by Entity-fishing and DBpedia Spotlight. ";
+    dct:description "This RDF dataset was produced by processing articles from Agritrop - the open repository of CIRAD publications. It contains articles' metadata and text, Agrovoc and GeoNames descriptors, named entities identified and disambiguated by Entity-fishing and DBpedia Spotlight.";
 
 # Ask Anne about proper license
     dct:licence     <http://opendatacommons.org/licenses/by/1.0>;