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Generating educational assessment items from Linked Open Data The case of DBpedia Muriel Foulonneau [email_address]
“ To Really Learn, Quit Studying and Take a Test”  (NYT, Jan, 2011) ,[object Object],[object Object],[object Object],[object Object],05/2011 ESWC 2011
Why generating items? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],27/05/11 Presentation Tudor
Assumption on model-based learning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],27/05/11 Presentation Tudor
The LoD Cloud as a source of knowledge ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],27/05/11 Presentation Tudor
Using LoD for model-based learning 27/05/11 Presentation Tudor Limitations of model-based learning LoD as a source of knowledge ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Objectives of the experimentation ,[object Object],[object Object],[object Object],[object Object],[object Object],27/05/11 Presentation Tudor
Semi-automatic item generation ,[object Object],[object Object],27/05/11 ESWC 2011 Stem variables options key Auxiliary information
Existing strategies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],27/05/11 Presentation Tudor
The QTI item generation process 27/05/11 Presentation Tudor
QTI Item template ,[object Object],[object Object],27/05/11 ESWC 2011 <choiceInteraction responseIdentifier=&quot;RESPONSE&quot; shuffle=&quot;false&quot; maxChoices=&quot;1&quot;> <prompt>What is the capital of {prompt}?</prompt> <simpleChoice identifier=&quot;{responseCode1}&quot;>{responseOption1}</simpleChoice> <simpleChoice identifier=&quot;{responseCode2}&quot;>{responseOption2}</simpleChoice> <simpleChoice identifier=&quot;{responseCode3}&quot;>{responseOption3}</simpleChoice> </choiceInteraction>
Get the knowledge from LoD  27/05/11 ESWC 2011 SPARQL query to generate capitals in Europe Never possible to generate an item from a single  triple because of constraint to find appropriate labels Label SELECT ?country ?capital  WHERE { ?c <http://dbpedia.org/property/commonName> ?country .  ?c <http://dbpedia.org/property/capital> ?capital  }  LIMIT 30
Generating item distractors ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],27/05/11 ESWC 2011
Item data dictionary 27/05/11 ESWC 2011
Generation of the QTI-XML item 27/05/11 ESWC 2011
Publication on the TAO platform ,[object Object],[object Object],[object Object],[object Object],27/05/11 Presentation Tudor
Different types of questions ,[object Object],[object Object],[object Object],[object Object],[object Object],27/05/11 ESWC 2011
Q1:  What is the capital of { Azerbaijan }? ,[object Object],[object Object],[object Object],[object Object],27/05/11 ESWC 2011
Q2:  Which country is represented by this flag ? ,[object Object],[object Object],[object Object],[object Object],27/05/11 ESWC 2011
Q3: Who succeeded to {   Charles VII the Victorious } as ruler of France ?   ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],27/05/11 ESWC 2011
Q4: What is the capital of {   Argentina }?  With feedback ,[object Object],[object Object],[object Object],27/05/11 ESWC 2011
Q5:  Which category does {   Asthma } belong to? ,[object Object],[object Object],[object Object],[object Object],[object Object],27/05/11 ESWC 2011
Data quality challenges ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],27/05/11 ESWC 2011 Chance that an item will have a defective distractor =
Data selection ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],27/05/11 ESWC 2011
Future work ,[object Object],[object Object],[object Object],[object Object],27/05/11 ESWC 2011

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Generating educational assessment items from Linked Open Data

  • 1. Generating educational assessment items from Linked Open Data The case of DBpedia Muriel Foulonneau [email_address]
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  • 10. The QTI item generation process 27/05/11 Presentation Tudor
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  • 12. Get the knowledge from LoD 27/05/11 ESWC 2011 SPARQL query to generate capitals in Europe Never possible to generate an item from a single triple because of constraint to find appropriate labels Label SELECT ?country ?capital WHERE { ?c <http://dbpedia.org/property/commonName> ?country . ?c <http://dbpedia.org/property/capital> ?capital } LIMIT 30
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  • 14. Item data dictionary 27/05/11 ESWC 2011
  • 15. Generation of the QTI-XML item 27/05/11 ESWC 2011
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