Autonomous driving paper index
Inferring Goal-Directed Cognitive States from Everyday Smartphone Interaction for Adaptive Human–Computer Interaction
One-line summary
This study proposes the Digital Cognitive Productivity Index (DCPI), a novel interaction-level measure designed to infer users' capacity for goal-directed cognitive activity from passively collected smartphone behavior.
Engineering notes
By leveraging personalized timing, modality, and feedback strategies, this research illustrates the potential of the DCPI to significantly enhance user experience within proactive, intelligent agent ecosystems.
Chinese explanation / 中文解读
中文解读待补充：本站会优先为端到端自动驾驶、BEV感知、3D目标检测、轨迹预测、路径规划、LiDAR感知等高价值论文补充中文说明。
Original abstract
This study proposes the Digital Cognitive Productivity Index (DCPI), a novel interaction-level measure designed to infer users' capacity for goal-directed cognitive activity from passively collected smartphone behavior. Based on a comprehensive two-week field study conducted with 100 participants, six core behavioral indicators were identified and successfully integrated into the DCPI framework. To validate its practical utility, a prototype system was developed to demonstrate how inferred cognitive productivity can effectively support adaptive, context-aware human–computer interaction. By leveraging personalized timing, modality, and feedback strategies, this research illustrates the potential of the DCPI to significantly enhance user experience within proactive, intelligent agent ecosystems. Ultimately, this framework provides a foundational methodology for mitigating cognitive overload and optimizing human performance in increasingly complex digital environments.
Links and sources
Need this topic turned into a technical roadmap?
Full Self Driving can prepare a custom autonomous driving literature review, code map, dataset map, and B2B technology assessment.
Request B2B research
Comments