Publications

Collecting health narratives at scale: A multi-study evaluation of speech-to-text in health surveys

Andreas Baumer, Pashalis Naoumis, Jonas Fabian, Sofia Strukova, Markus Wolf, Tala Ballouz, Andrea Farnham, Valerie X. C. Hofmann, Giovanni Spitale, Volker Dellwo, Andrea Glässel, Milo Puhan, Viktor von Wyl

2026 In medRxiv (preprint)

Classifying Professional Photographers on Instagram: Data Collection and Processing for Computational Learning

Sofia Strukova, Daniel Sánchez-Rodríguez, José A. Ruipérez-Valiente

2026 In International Journal of Interactive Multimedia and Artificial Intelligence

Shaping creativity: Exploring creative solutions in serious digital puzzle games

Sofia Strukova, Manuel J. Gomez, José A. Ruipérez Valiente

2025 In Journal of Learning Analytics

Sequential pattern mining on Cyber Ranges for a computer-based diagnostic of cybersecurity skills

Sofia Strukova, María del Carmen Alcantud Juárez, Pantaleone Nespoli, José A. Ruipérez Valiente

2025 In Computer-Based Diagnostics and Systematic Analysis of Knowledge - Critical Reflections and Advancements

A framework and case studies for data-driven computer-based diagnostics of competencies and capabilities across contexts

Sofia Strukova, José A. Ruipérez Valiente

2025 In Computer-Based Diagnostics and Systematic Analysis of Knowledge - Critical Reflections and Advancements

Bridging the Gap: Cyber Defence Skills for the Future

Sofia Strukova, Mariano Albaladejo-González, Maya Bozhilova, Alejandro Campos Fuentes, Simone Lenti, Gregorio Martínez Perez, Daniel Navarro Martínez, Pantaleone Nespoli, Giuseppe Santucci, Marco Antonio Sotelo-Monge, Nikolai Stoianov, Eugenio Viesca Revuelta, José A. Ruipérez Valiente

2024 In 2024 IEEE Global Engineering Education Conference (EDUCON)

Identifying Professional Photographers Through Image Quality and Aesthetics in Flickr

Sofia Strukova, Rubén Gaspar Marco, Félix Gómez Mármol, José A. Ruipérez Valiente

2023 In Expert Systems

Annotated Flickr dataset for identification of professional photographers

Rubén Gaspar Marco, Sofia Strukova, José A. Ruipérez Valiente, Félix Gómez Mármol

2023 In Data in Brief

Adapting Knowledge Inference Algorithms to Measure Geometry Competencies through a Puzzle Game

Sofia Strukova, José A. Ruipérez Valiente, Félix Gómez Mármol

2023 In ACM Transactions on Knowledge Discovery from Data

Towards the Identification of Experts in Informal Learning Portals at Scale

Sofia Strukova, José A. Ruipérez Valiente, Félix Gómez Mármol

2023 In Proceedings of the Tenth ACM Conference on Learning @ Scale

Computational approaches to detect experts in distributed online communities: a case study on Reddit

Sofia Strukova, José A. Ruipérez Valiente, Félix Gómez Mármol

2023 In Cluster Computing

A Survey on Data-Driven Evaluation of Competencies and Capabilities Across Multimedia Environments

Sofia Strukova, José A. Ruipérez Valiente, Félix Gómez Mármol

2022 In International Journal of Interactive Multimedia and Artificial Intelligence

Using Online Digital Data to Infer Valuable Skills for the Modern Workforce

Sofia Strukova, José A. Ruipérez Valiente

2022 In Handbook of Research on New Media, Training, and Skill Development for the Modern Workforce

A Data-Driven Machine Learning Approach for Detecting Albedo Anomalies on the Lunar Surface

Sofia Strukova, Sergei Gleyzer, Patrick Peplowski, Giorgios Pipilis, Jason Terry

2022 In 53rd Lunar and Planetary Science Conference

Data-Driven Performance Prediction in a Geometry Game Environment

Sofia Strukova, José A. Ruipérez Valiente, Félix Gómez Mármol

2021 In GoodIT ‘21 - Proceedings of the Conference on Information Technology for Social Good

Exploring the Affordances of Multimodal Data to Improve Cybersecurity Training with Cyber Range Environments

Mariano Albaladejo-González, Sofia Strukova, José A. Ruipérez Valiente, Félix Gómez Mármol

2021 In VI Spanish Cybersecurity Research Conference