ODDOL-Open Data Driven Online Learning
        
        EUvsVirus Hackathon
        John Samuel
        24th-26thApril, 2020
         
       
      
    
    
      
      
        
         
           ODDOL-Open Data Driven Online Learning
          ODDOL-Open Data Driven Online Learning
         
         
       
      
    
    
      
      
        
         
           Problem: Current Approach
          Problem: Current Approach
         
         
       
      
    
    
      
      
           
            - Dataset publishers
              
               - Conduct experiments and surveys
- Publish dataset with open licenses
 
- Researchers and Policymakers
              
               - Use and analyse the datasets
- Test various data mining and machine learning algorithms, tools and visualization applications
- Publish interesting insights
 
- Online Learning Community
              
               - Which dataset to use?
- Which algorithm to test?
- How to verify the published results?
- Which visualization is the best for this use case?
- ...
 
 
      
    
    
      
      
        
         
           ODDOL: Solution
          ODDOL: Solution
         
         
       
      
    
    
      
      
        Contributions made during the weekend
           
            - Architecture Design:
              
            
- Data Models:
              
            
- Demonstration:
              
            
 
     
      
    
    
      
      
           
            - Information Required: Linking Datasets and Documents
              
               - License of dataset
- Publisher of dataset
- Funding agency or sponsor behind the published datasets and results
- URL of the dataset and published document
- Data format used by the dataset
- Main subjects of the dataset as well as the published result
- Purpose behind use of dataset in the published document
- Works cited by the datasets (including other datasets)
 
- How to obtain these information?
              
               - Curation by community members
- Automated annotation of published documents
 
- Where to store these information?
              
               - Local instances (servers) including Wikibase instances
- Community managed data stores including Wikidata
 
 
      
    
    
      
      
        Tools used
           
            - Wikidata
- HTML, Javascript, Nodejs, CSS
- SPARQL
- Mediawiki API
- Material design
- Shape Expressions (ShEx)
- Python
 
     
      
    
    
      
      
           
            - Automated annotation linking datasets and results
- Periodic open dataset usage reports
- Analysis of results based on algorithms
- Ability to edit and describe a dataset and write a report directly on the platform
- Integration with other applications like Zenodo, Figshare, etc.
- Easy access on mobile devices