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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. 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

  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. 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

  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. 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

  6. Before the Vision Pro: How a Retro Gaming Hack Previewed the Future of Brain Surgery

    by Fareeha Malik

    We’ve all seen medical dramas where doctors intently stare at a flat computer monitor, analyzing black-and-white brain scans before a high-stakes operation. Advanced 3D imaging techniques like Magnetic Resonance Imaging (MRI) and Computed Tomography (CT) scans have become vital tools for clinical  ...Read More

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

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