The use of an Explainable Artificial Intelligence Tool for Decision-making Support in Virtual Learning Environments
•
1 like•426 views
A joint work of Jose Maria Alonso (Universidade de Santiago de Compostela, Spain) and Gabriella Casalino (University of Bari Aldo Moro, Italy) Presented at HELMeTO 2019 - International Workshop on Higher Education Learning Methodologies and Technologies Online, June 6-7, 2019, Novedrate (CO), Italy full text: https://link.springer.com/chapter/10.1007/978-3-030-31284-8_10
Recommended
Recommended
More Related Content
Similar to The use of an Explainable Artificial Intelligence Tool for Decision-making Support in Virtual Learning Environments
Similar to The use of an Explainable Artificial Intelligence Tool for Decision-making Support in Virtual Learning Environments (20)
More from Gabriella Casalino
More from Gabriella Casalino (15)
Recently uploaded
Recently uploaded (20)
The use of an Explainable Artificial Intelligence Tool for Decision-making Support in Virtual Learning Environments
- 1. The use of an Explainable Artificial Intelligence Tool for Decision-making Support in Virtual Learning Environments Jose Maria Alonso Universidade de Santiago de Compostela, Spain Gabriella Casalino University of Bari Aldo Moro, Italy, HELMeTO 2019 International Workshop on Higher Education Learning Methodologies and Technologies Online June 6-7, 2019, Novedrate (CO), Italy
- 2. Distance Learning HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 3. Educational Data Mining and Learning Analytics HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 4. Educational Data Mining and Learning Analytics HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 5. Educational Data Mining and Learning Analytics HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 6. Educational Data Mining and Learning Analytics HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 7. Educational Data Mining and Learning Analytics HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy Experts ?
- 8. Educational Data Mining and Learning Analytics HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 9. Educational Data Mining and Learning Analytics HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 10. Educational Data Mining and Learning Analytics HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 11. Explainable Artificial Intelligence - XAI There is a gap between data and human users HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy Explainable AI refers to techniques in AI which can be trusted and easily understood by humans.
- 12. ExpliClas HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy https://demos.citius.usc.es/ExpliClas/ https://demos.citius.usc.es/ExpliClasAPI/ Jose M. Alonso, A. Bugarín, “ExpliClas: Automatic Generation of Explanations in Natural Language for Weka Classifiers”, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), New Orleans, USA, 1-6, 2019
- 13. OULAD Dataset HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy https://analyse.kmi.open.ac.uk/open_dataset
- 14. Furia HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 15. Furia HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 16. Furia HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 17. J48 HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 18. Conclusions and Future Work • ExpliClas XAI tool to analyze educational data • Multimodal explanations: graphs + text. • Global explanation • Local explanation • Online survey about the goodness of the explanations HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy
- 19. Thanks Gabriella Casalino gabriella.casalino@uniba.it HELMeTO 2019 - June 6-7, 2019, Novedrate (CO), Italy Jose Maria Alonso josemaria.alonso.moral@usc.es