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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. Effects of Multiple Visual Channels on Outlier Detection: Why animated scatterplots are not well suited for data discovery

    by Ethan Duggan

    Data visualization is the practice of mapping data variables to visual variables, or visual dimensions. Despite only having two spatial dimensions to work with on a normal screen, data scientists often seek to cram as many data variables as possible into a single visualization using other visual dim  ...Read More

  2. Making Data Less Stressful: A Smart System That Knows When You’re Frustrated

    by Fareeha Malik

    We’ve all been there: you’re trying to use a new piece of software, but the buttons don’t make sense, the data looks like a confusing mess, and you’re starting to feel your blood boil. Usually, computers are oblivious to our “human” moments. They sit there silently while we get more and more  ...Read More

  3. Beyond Word Clouds: Exploring Your Car’s Problems in 3D

    by Fareeha Malik

    When your car makes a strange rattling sound, you might head online to see if others have had the same issue. But if you’ve ever waded through thousands of consumer complaint reports, you know the frustration. You’re often met with long, dry lists of text or simple “word clouds” that lack context.  ...Read More

  4. Digital Time Capsules: Exploring Geolocated Media Sharing

    by Fareeha Malik

    We rarely think about past experiences until we actively scroll back through our phone galleries or physical photo albums. But what if your surroundings could remind you of those moments automatically? Inspired by real-world treasure hunting in Geocaching and the historical photo overlays of Replay  ...Read More

  5. NeuroSight: Controlling Cameras with Your Mind and Gaze

    by Fareeha Malik

    We’ve all been there: you are at a concert watching your favorite artist perform live, but instead of taking in the moment, you find yourself reaching into your pocket, unlocking your phone, dodging random notifications, and holding up a screen. Digital devices have blurred the boundaries between  ...Read More

  6. 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

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

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