Multimodal feedback on joint gaze and mental-effort synchrony improves pair programming debugging performance, with proactive ML-based forecasts outperforming reactive interventions.
Llms integration in software engineering team projects: Roles, impact, and a pedagogical design space for ai tools in computing education
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.HC 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Can providing feedback on gaze and mental-effort synchrony improve pair programming performance?
Multimodal feedback on joint gaze and mental-effort synchrony improves pair programming debugging performance, with proactive ML-based forecasts outperforming reactive interventions.