| E. Dritsas, M. Trigka, G. Vonitsanos, Ph. Mylonas |
| Human-Computer Interaction in the Big Data Era: Systems, Cognition, and Interactive Intelligence |
| 3rd International Conference of the Greek SIGCHI Chapter (CHIGreece 2025), September 24-26, 2025, Syros, Greece |
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ABSTRACT
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| The convergence of Human-Computer Interaction (HCI) and Big Data has introduced new demands for scalability, responsiveness, and cognitive alignment in interactive systems. As data complexity grows and machine learning (ML) models become central to decision making, user interfaces (UIs) must evolve from static dashboards to dynamic, adaptive environments that support real-time exploration, transparency, and trust. This survey offers an integrative analysis of recent advances at the intersection of HCI and Big Data, focusing on four core dimensions. First, we synthesize scalable visual interaction techniques that address overplotting, high-dimensional embedding, and cross-modal coordination. Next, we examine system architectures that prioritize interaction responsiveness through adaptive pipelines, decentralized execution, and interface-centric data shaping. Also, we explore cognitive modeling strategies for intent inference, cognitive load detection, and adaptive composition of views. Finally, we evaluate mechanisms for explainability and trust, including interactive explanations, selective transparency, and auditable system behaviors. Together, these contributions define a design agenda for future systems that are not only data-intensive but also human-aware, accountable, and ethically aligned.
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| 24 September, 2025 |
| E. Dritsas, M. Trigka, G. Vonitsanos, Ph. Mylonas, "Human-Computer Interaction in the Big Data Era: Systems, Cognition, and Interactive Intelligence", 3rd International Conference of the Greek SIGCHI Chapter (CHIGreece 2025), September 24-26, 2025, Syros, Greece |
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