no code implementations • 26 Apr 2024 • Ajit Jain, Andruid Kerne, Hannah Fowler, Jinsil Seo, Galen Newman, Nic Lupfer, Aaron Perrine
Through the case study, we identify situating analytics as a methodology for explaining analytics to users, because the iterative process of alignment with practice has the potential to enable data scientists to derive analytics that make sense as part of and support situated human experiences.
no code implementations • 8 Apr 2024 • Ajit Jain, Andruid Kerne, Nic Lupfer, Gabriel Britain, Aaron Perrine, Yoonsuck Choe, John Keyser, Ruihong Huang, Jinsil Seo, Annie Sungkajun, Robert Lightfoot, Timothy McGuire
With the goal of making the analytics intelligible to instructors, we developed a research artifact integrating a design analytics dashboard with design instances, and the design environment that students use to create them.
no code implementations • WS 2016 • Ajit Jain, Girish Kasiviswanathan, Ruihong Huang
Accurate event detection in social media is very challenging because user generated contents are extremely noisy and sparse in content.