Playmeans: Inclusive and Engaging Data Science Through Music
Tuesday, May 16th, 2023 4:00 pm - 4:30 pm EDT
Presented by: Davit Khachatryan (Babson College)
Abstract: This month, in the CAUSE (Consortium for the Advancement of Undergraduate
Statistics Education) / JSDSE (Journal of Statistics and Data Science Education) webinar
series, Dr. Davit Khachatryan discusses his web application (and paper): Playmeans.
According to decades of research in educational psychology, learning is a social process
that is enhanced when it happens in contexts that are familiar and relevant. But because
of the skyrocketing popularity of data science, professors today often work with students
coming from an abundance of academic concentrations, professional, and personal
backgrounds. How can teaching account for the existing multiplicity of interests and be
inclusive of diverse cultural, socioeconomic, and professional backgrounds? Music is a
convenient medium that can engage and include. Enter Playmeans, a novel web application
("app") that enables students to perform unsupervised learning while exploring
music. The flexible user interface lets a student select their favorite artist and
acquire, in real time, the corresponding discography in a matter of seconds. The student
then interacts with the acquired data by means of visualizing, clustering, and, most
importantly, listening to music-all of which are happening within the novel Playmeans
app.
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Article Link:
https://www.tandfonline.com/doi/full/10.1080/26939169.2022.2138801
The webinar is free but pre-registration is required: please sign up at:
https://www.causeweb.org/cause/webinar/jsdse/2023-05
Please join us!