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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. 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

  2. Professional Differences: How Disciplinary Training Affects Visualization Task Performance

    by Ethan Duggan

    Empowering people across all disciplines and professions to understand their data is the enduring promise of visualization. When designing a visualization for a specific industry or discipline, visualization designers will consider the nature of the data and how it is used by that specific disciplin  ...Read More

  3. 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

  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. Making Every Letter Count: Abbreviating Text Labels on Demand

    by Fareeha Malik

    Have you ever tried to read a complex data visualization only to find the information buried under a mess of overlapping text or font so tiny you need a magnifying glass? Whether it’s a packed treemap or a busy map, fitting long words into small spaces is a classic headache in the world of data  ...Read More

  6. 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

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

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