activity
20232026
most citedLessons Learnt from a Multimodal Learning Analytics Deployment In-the-wild

4 citations · 8 across the 6 of their papers we have counts for

collaborators

6 papers

cs.HC2026

Self-Regulated Learning in Essay Writing: Consistency of Strategies and Impact on Outcomes

Gloria Fernández-Nieto, Kiyoshige Garcés, Mladen Raković +4

Background: Abilities for effective self-regulated learning (SRL) are critical for lifelong learning, particularly during adolescence when these skills consolidate and strongly inf…

cs.HC2026

Scalable LLM-based Coding of Dialogue in Healthcare Simulation: Balancing Coding Performance, Processing Time, and Environmental Impact

Kiyoshige Garces, Gloria Milena Fernandez-Nieto, Linxuan Zhao +4

Research shows that dialogue, the interactive process through which participants articulate their thinking, plays a central role in constructing shared understanding, coordinating…

cs.HC2025

Capturing and Sharing Know-How through Visual Process Representations: A Human-Centred Approach to Teacher Workflows

Gloria Fernández-Nieto, Vanessa Echeverria, Yuheng Li +5

Knowledge Management is crucial for capturing and transferring expertise within universities, especially in high staff turnover contexts where expertise loss disrupts teaching. Doc…

cs.HC2025

GoldMind: A Teacher-Centered Knowledge Management System for Higher Education -- Lessons from Iterative Design

Gloria Fernández-Nieto, Lele Sha, Yuheng Li +10

Designing Knowledge Management Systems (KMSs) for higher education requires addressing complex human-technology interactions, especially where staff turnover and changing roles cre…

cs.HC2023★ 4 cited

Human-AI Collaboration in Thematic Analysis using ChatGPT: A User Study and Design Recommendations

Lixiang Yan, Vanessa Echeverria, Gloria Fernandez Nieto +5

Generative artificial intelligence (GenAI) offers promising potential for advancing human-AI collaboration in qualitative research. However, existing works focused on conventional…

cs.HC2023★ 4 cited

Lessons Learnt from a Multimodal Learning Analytics Deployment In-the-wild

Roberto Martinez-Maldonado, Vanessa Echeverria, Gloria Fernandez-Nieto +10

Multimodal Learning Analytics (MMLA) innovations make use of rapidly evolving sensing and artificial intelligence algorithms to collect rich data about learning activities that unf…