PhD Student in Computer Science
Singapore Management University
I’m Smitha, a PhD student specializing in Human-Computer Interaction.
I am fascinated by language—how we learn it, how we use it in interaction, and how it can be applied in areas where it has been underexplored. My research focuses on Conversational Interfaces for improving Indoor Human Localization and Tracking.
In my master's research, I investigated how sensorimotor engagement via haptic touchscreen interfaces can significantly improve second-language learning.
I am passionate about using conversational interaction to design accessible, effective, and simple solutions. When I step away from research, I find joy in long walks and yet another viewing of Jurassic Park 🦖.
We developed Conversational Localization, a sensorless indoor localization approach using natural language interactions. Our system estimates user location based on described surroundings, employing strategies to extract the most useful details.
Sensorimotor activation enhances learning, and we applied this principle to digital vocabulary learning by incorporating free-form digital annotation in mobile flashcard interfaces. By varying annotation type, presentation sequence, and haptic feedback, we identified a design that significantly improved retention, yielding a 24.21% increase in immediate recall and 30.36% improvement in 7-day delayed recall.
I received the award for my research contributions in natural language interfaces for indoor spatial intelligence, emphasizing sensorless localization.
I had a great time presenting our work in IMWUT 2024, held in Melbourne.
At the Ministry of Education (MOE) Academic Research Council (ARC) Site Visit, I engaged with academic leaders and policymakers, discussing research and exchanging insights on human-centered technology.
I had the opportunity to share my work with young researchers from around the world at GYSS 2024, engaging in discussions and exchanging ideas with peers and experts.
The Singapore HCI Meetup is a national gathering of researchers, designers, and practitioners. At the 2024 event, I presented my ongoing work and engaged with experts in human-centered technology.