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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. 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

  2. Parallel Tag Clouds: A Look Back at One of Our Most Influential Papers

    by Ethan Duggan

    In this blog post, we take a look back at an older paper of ours titled Parallel Tag Clouds to Explore and Analyze Faceted Text Corpora, and explore how it has influenced data visualization research since it was published. Parallel Tag Clouds was presented at the IEEE Conference on Visual Analytics  ...Read More

  3. Mastering Italian Verb Conjugation: How NLP Powers the “Card-it” Digital Flashcard App

    by Fareeha Malik

    Learning a morphologically rich language like Italian is an exciting journey, but mastering its intricate system of verb conjugations and inflections can be a daunting challenge for many learners. Traditional tools often fall into two camps: rigid apps with pre-set decks that cannot be customized  ...Read More

  4. Can Eye Tracking Predict How Good You Are at Video Games?

    by Fareeha Malik

    When you jump into a competitive online game, finding balanced matches is everything. Competitive games need ways to distinguish different levels of player proficiency. But what if a computer could estimate your skill level simply by observing where your eyes move across the screen? In his honours  ...Read More

  5. 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

  6. Vialab @ IEEE VIS 2019: A summary of the 8 research projects presented by the Ontario Tech visualization group Vialab at the IEEE VIS 2019 Conference

    by Christopher Collins

    This year at the IEEE VIS Conference (Oct 19–25), members of the Ontario Tech University visualization research group Vialab will be at the Vancouver Convention Centre to present research results across the entire spectrum of conference events. Starting on Saturday, visiting researcher Tommaso Elli  ...Read More

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

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