Ivania Donoso-Guzmán

According to our database, Ivania Donoso-Guzmán authored at least 13 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Beyond Distance Metrics: A Nested Model of Similarity in Visual Art Search.

Houda Lamqaddam, Quinten Mortier, Ivania Donoso-Guzmán, Koenraad Brosens, Katrien Verbert

Proceedings of the 2026 International Conference on Advanced Visual Interfaces, 2026

2025

A Systematic Review of User-Centred Evaluation of Explainable AI in Healthcare.

Ivania Donoso-Guzmán, Kristýna Sirka Kacafírková, Maxwell Szymanski, An Jacobs, Denis Parra, Katrien Verbert

CoRR, June, 2025

Aligning AI Explanations with User Needs: A Qualitative Study of XAI Methods.

Ivania Donoso-Guzmán, Denis Parra, Katrien Verbert

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

User Perception of Attention Visualizations: Effects on Interpretability Across Evidence-Based Medical Documents.

Andrés Carvallo, Denis Parra, Peter Brusilovsky, Hernan Valdivieso, Gabriel Rada, Ivania Donoso, Vladimir Araujo

Proceedings of the Human-AI Collaboration - First International Workshop, 2025

Turning Competency Data into Actionable Insights for Teachers.

Lara Roosens, Ivania Donoso-Guzmán, Grzegorz Meller, Robin De Croon, Jad Najjar, Katrien Verbert

Proceedings of the Two Decades of TEL. From Lessons Learnt to Challenges Ahead, 2025

2024

Telar and TelarKG: Data-Driven Insights into Chile's Constitutional Process.

Renzo Angles, Naim Bro, Ivania Donoso-Guzmán, Juan Pablo Luna, Aidan Hogan, Juan L. Reutter, Henry Rosales-Méndez, Sergio Toro

Commun. ACM, August, 2024

2023

Towards a Comprehensive Human-Centred Evaluation Framework for Explainable AI.

Ivania Donoso-Guzmán, Jeroen Ooge, Denis Parra, Katrien Verbert

Proceedings of the Explainable Artificial Intelligence, 2023

Designing an Evaluation Framework for eXplainable AI in the Healthcare Domain.

Ivania Donoso-Guzmán

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

2020

Algorithmic and HCI Aspects for Explaining Recommendations of Artistic Images.

Vicente Dominguez, Ivania Donoso-Guzmán, Pablo Messina, Denis Parra

ACM Trans. Interact. Intell. Syst., 2020

2019

The effect of explanations and algorithmic accuracy on visual recommender systems of artistic images.

Vicente Dominguez, Pablo Messina, Ivania Donoso-Guzmán, Denis Parra

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

2018

An Interactive Relevance Feedback Interface for Evidence-Based Health Care.

Ivania Donoso-Guzmán, Denis Parra

Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

2017

EpistAid: An Interactive Intelligent System for Evidence-based Health Care.

Ivania Donoso-Guzmán

Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

2016

EpistAid: Interactive Interface for Document Filtering in Evidence-based Health Care.

Ivania Donoso, Denis Parra

CoRR, 2016