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Vialab is led by Dr. Christopher Collins at Ontario Tech University.
In addition to this site, visit our Github for software and our Blog for approachable reports of our innovations.

Research Blog

  1. AI Meets the Piano: How LLMs Are Transforming Sight-Reading Practice

    by Fareeha Malik

    Learning to play the piano is a deeply rewarding journey, but it comes with a notoriously steep hurdle: sight-reading. Sight-reading is the ability to read and play a piece of sheet music fluently on the first look, much like reading a book out loud in your native language. While essential  ...Read More


More from our blog

  1. Visualizing sexual harassment in academia: How researchers conveyed the bigger picture behind the data without compromising the individual significance of the stories.

    by Ethan Duggan

    Sexual harassment in academia is an unusually overlooked component of the greater societal conversation around sexual assault and harassment. This is especially puzzling when you consider the intense power dynamics that exist in academic institutions, as well as the non-academic aspects of universit  ...Read More

  2. Rethinking the Search Bar: How “Slow” Visual Interfaces Help Scholars Explore the Humanities

    by Fareeha Malik

    We all take the single-line search bar for granted. You type in a few keywords, hit enter, and instantly get millions of results. But this familiar model relies on a major assumption: it presumes you already know exactly what you are looking for. For researchers in the humanities and social  ...Read More

  3. Beyond the Static Page: A New Framework for Interactive Conference Posters

    by Fareeha Malik

    Poster sessions are a staple of academic conferences, offering a fantastic space to share research and spark informal conversations. However, standard printed posters have some major limitations: they aren’t very memorable, they can’t be easily saved for later, and their charts are stuck in a  ...Read More

  4. Transforming Language Learning Through AI Comics: Meet LingoComics

    by Fareeha Malik

    Anyone who has tried learning a new language on an app has likely memorized phrases like “The apple is red” or repeated drills until their eyes glazed over. Conventional language learning platforms (such as Duolingo and Memrise) have seen massive adoption, but they typically rely on pre-determined  ...Read More

  5. Before the Vision Pro: How a Retro Gaming Hack Previewed the Future of Brain Surgery

    by Fareeha Malik

    We’ve all seen medical dramas where doctors intently stare at a flat computer monitor, analyzing black-and-white brain scans before a high-stakes operation. Advanced 3D imaging techniques like Magnetic Resonance Imaging (MRI) and Computed Tomography (CT) scans have become vital tools for clinical  ...Read More

  6. How to Evaluate Guidance in Visual Analytics: A Dual Perspective

    by Fareeha Malik

    Visual Analytics pairs human reasoning with computational power to explore massive, complex datasets. Yet, because communication between people and software is rarely seamless, users often spend valuable time in frustrating trial-and-error analysis loops. To bridge these knowledge gaps, modern  ...Read More

For more posts from our research blog, check out our Medium Page.

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