Publications

Calibrated Intervention in Human-AI Collaborative Forecasting: How Modification Intensity and Direction Interact to Determine Performance

Zhang, Y., Hiekata, K., & Nakashima, T.

Published · International Journal of Human-Computer Interaction

Process-Informed Crowd Selection: Recovering Collective Prediction Gains Under AI Anchoring Through Eye-Tracking-Based Evidence Engagement Estimation

Y. Zhang, K. Hiekata, T. Nakashima, Q. Shao

Submitted · ACM Transactions on Computer-Human Interaction (TOCHI)

Behavioral Adaptation in Human-AI Decision Making: A Longitudinal Study Using Synchronized Eye and Mouse Tracking

Y. Zhang, K. Hiekata, T. Nakashima, Q. Shao

Accepted · 33rd Int. Conf. Transdisciplinary Engineering (TE2026)

Bridging Human Cognition and AI Systems: A Transdisciplinary Engineering Study of Temporal Interaction Patterns in Collaborative Forecasting

Y. Zhang, K. Hiekata, T. Nakashima, Q. Shao

Accepted · 32nd Int. Conf. Transdisciplinary Engineering (TE2025)

Multimodal Analysis of Human–AI Collaboration in Adaptive Forecasting in Electricity Demand Prediction

Y. Zhang, Q. Shao, K. Hiekata, T. Nakashima

Accepted · INCOSE Complex Adaptive Systems

Human Decision Making Assisted by Artificial Intelligence: Electricity Demand Forecasting in Japan

Y. Zhang, K. Hiekata

Published · Advances in Transdisciplinary Engineering