Menu Close

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. Bridging the Gap: How We’re Connecting Text Mining and Visualization

    by Fareeha Malik

    Have you ever wondered how scientists keep track of the thousands of research papers published every year? In fields like Visual Text Analytics, where experts use interactive charts to make sense of massive amounts of text data, the sheer volume of new ideas can be overwhelming. In our survey  ...Read More

  2. 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

  3. Beyond Menu Hopping: How “Magic Pen” Automatically Detects Your Pen Mode

    by Fareeha Malik

    When reading, grading, or editing a document with a digital stylus, your workflow can be interrupted by a frustrating problem: having to stop, move your hand across the screen, and select a toolbar option just to switch between writing notes, highlighting keywords, or underlining text. In  ...Read More

  4. Visualizing Language Transfer Effects in Large Learner Corpora

    by Ethan Duggan

    Second Language Acquisition (SLA) is a research field that studies the process of learning another language. Language transfer effects occur when the learner applies structural, grammatical, or semantic rules from their native language to the language they are trying to learn. For example, a native  ...Read More

  5. Spotting the Truth in the Social Media Storm: How Smart Algorithms Help Catch Rumors as They Spread

    by Fareeha Malik

    We’ve all seen it: a shocking headline or a blurry photo starts tearing across your social media feed. Before you know it, everyone is sharing it, and the “news” feels real, even if it seems a bit off. In the middle of a crisis, like a hurricane or a major news event, misinformation can be  ...Read More

  6. 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

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

Gallery