PROJECT ARQUITECTURE

We can identify four steps to follow: 

Step 1: Covid database study and identifciation

Step 2: Preprocessing 

This part will be explained in detail in this article. 

With 4 substeps: 

• Cleaning JSON files

• Eliminate duplicates

• Select language ENGLISH

• Generate STOPWORDS

Step 3: Processing

This part is explained in detail here. 

• Extract keywords form abstracts organized per tasks

• Match Keywords with documents

• Apply N.E.R

• Eliminate duplicates 

• Summary extraction 

Step 4: Results

To see better this architecture, you can go here. 

• N.B.: For this part more than one model was analyzed. You can find those models on in the links below.