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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. Your Webcam Might Be the Secret to Solving Your Back Pain

    by Fareeha Malik

    We’ve all been there: deeply focused on a project, only to realize hours later that our neck is stiff, our shoulders are hunched, and we’ve essentially transformed into a human pretzel. In our increasingly sedentary world, “chair-work” has become the norm, and while we’ve known for over 300 years  ...Read More

  2. Covid Connect: Enabling anonymous peer-based mental health support with artificial intelligence and visualization

    by Ethan Duggan

    It’s been well over a year since the COVID-19 pandemic spread across the globe, prompting various measures from governments and private-sector entities alike. One of the first responses to the pandemic came in the form of widespread implementation of work-from-home and learn-from-home policies.  ...Read More

  3. 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

  4. 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

  5. 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

  6. Can We Learn to Trust AI? The Essential Role of Interactive Visualization

    by Fareeha Malik

    As Artificial Intelligence (AI) systems increasingly influence critical decisions across healthcare, finance, policy, and everyday life, questions around trustworthiness, fairness, interpretability, and accountability have taken center stage. But how do humans actually come to trust these complex  ...Read More

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

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