Category: Data
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Assessing Sensory Modality Conditions on Retention of Tomographic Images
This analysis explored how encoding modalities (Visual and Visuohaptic) influence user performance in a delayed match-to-sample task involving tomographic slice excepts. The focus was on comparing error rates and response times between the two conditions to assess the effects of multisensory integration on task efficiency. Data Cleaning and Preprocessing Participants with overall performance below 60%…
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Statistical Analysis of Visuohaptic Integration Effects on Memory Performance in Virtual Reality
This project investigated how sensory modalities (Visual, Haptic, Visuohaptic) influence user performance in a Virtual Reality (VR) environment. Key metrics analyzed included error rates and response times across conditions, providing insights into how sensory feedback impacts task performance. Data Cleaning and Preprocessing Participants with overall performance below 60% (fewer than 54 correct responses out of…
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Analyzing Performance Metrics Across Sensory Modalities and Display Environments
In this project, I explored how display environments (Virtual Reality vs. Projected Surface) and sensory modalities (Visual, Haptic, Visuohaptic) influence user performance in terms of error rates and response times. Using advanced statistical tools, I processed and interpreted the data to uncover actionable insights into human-computer interaction. Data Cleaning and Preprocessing Ensure data quality by…