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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. Guiding University Success: How AI and Smart Visuals Are Transforming Student Advising

    by Fareeha Malik

    Navigating university can be overwhelming. Between picking prerequisites, balancing demanding course loads, and adjusting to campus life, many students find themselves in academic jeopardy. While academic advisors play a crucial role in keeping students on track to graduate, their time is limited  ...Read More

  2. Visualizing the Journey: Mapping Literature with GeoMapper

    by Fareeha Malik

    Readers often find themselves lost in the sprawling geography of a great novel. While authors use real-world locations to set the scene, following a story that jumps between cities or across continents can be a challenge for even the most attentive reader. As Franco Moretti discusses in his work  ...Read More

  3. 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

  4. 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

  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. 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

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

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