Center for Educational Data Science & Innovation
banner
edsi-umd.bsky.social
Center for Educational Data Science & Innovation
@edsi-umd.bsky.social
Housed at the University of Maryland, EDSI shapes the future of education through data science, artificial intelligence (AI), and innovative research.
Great teachers never stop learning! 🌱📚

The M-Powering Teachers Project uses AI to provide real-time, personalized feedback to educators, making learning more dynamic and supportive for teachers.

Check out this video to learn more!
www.youtube.com/watch?v=bBin...

#EdTech #AIinEd #TeacherLearning
AI at Maryland | M-Powering Teachers
YouTube video by UMD
www.youtube.com
November 6, 2025 at 3:05 PM
📄 New White Paper: A Framework for High-Quality Education Data in the Age of AI

EDSI & RPPL interviewed 22 experts to:
🔹 Identify data best practices
🔹 Inform ethical, practical AI use
🔹 Ensure new education data reflect the nuanced realities of classrooms

🔍 Read more: edsi.umd.edu/publications...
A Framework for Building High-Quality Education Data for R&D in the Age of AI: The EDSI Dataset and Expert Insights | Center for Educational Data Science and Innovation
Almost three years after ChatGPT was released, AI has gone from a buzzword to a reality, now reshaping nearly every aspect of human lives. In education, AI has generated enthusiasm for its potential t...
edsi.umd.edu
October 30, 2025 at 1:43 PM
Reposted by Center for Educational Data Science & Innovation
📣 Congratulations to Accelerate's 2025 awardees for our Call for Effective Technology and Evidence for Impact grant programs!
accelerate.us/press-releas...
September 2, 2025 at 1:48 PM
🚀 Excited to team up with @accelerate-us.bsky.social's Call for Effective Technology!

We are evaluating 2 edtech tools, Podsie, & Goblins, during the 2025–26 year. We hope to identify and scale strategies that improve student learning💡

🔍The press release: rb.gy/jbdcup

#EdTech
Press Release: Accelerate Awards Grants to Boost Student Outcomes with Evidence-Based Tutoring and Technology in Classrooms Nationwide - Accelerate
Accelerate
rb.gy
October 16, 2025 at 2:46 PM
📬 Our latest newsletter just dropped!

Catch up on new research, upcoming projects, and insights from EDSI:
mailchi.mp/54a34c8bc857...

Didn't get it in your inbox? Subscribe here to stay in the loop: edsi.umd.edu/get-involved
EDSI Fall 2025 Newsletter
mailchi.mp
October 9, 2025 at 2:00 PM
🗣️ Training speech models when good data is scarce? Try Weakly Supervised Pretraining (WSP)

We develop a new approach, (WSP), to teach automated speech recognition (ASR) models to learn from the noisy stuff first, then fine-tune with accurate data.

🔍 Read more: arxiv.org/abs/2505.17088
#ChildASR
From Weak Labels to Strong Results: Utilizing 5,000 Hours of Noisy Classroom Transcripts with Minimal Accurate Data
Recent progress in speech recognition has relied on models trained on vast amounts of labeled data. However, classroom Automatic Speech Recognition (ASR) faces the real-world challenge of abundant wea...
arxiv.org
October 2, 2025 at 1:43 PM
🚨 Can AI coach teachers in real classrooms?

A new RCT with 224 Utah math & science teachers shows AI-powered feedback boosted use of deep, student-focused “focusing questions” by 20%! 📈

🔍 Read more: www.sciencedirect.com/science/arti...

#EdTech #AIinEducation #TeacherPD #EdResearch
Automated feedback improves teachers’ questioning quality in brick-and-mortar classrooms: Opportunities for further enhancement
AI-powered professional learning tools that provide teachers with individualized feedback on their instruction have proven effective at improving inst…
www.sciencedirect.com
September 25, 2025 at 2:09 PM
🎤 🗣️ ICYMI: On Sept 10th, we co-hosted the Inaugural International Workshop on Rethinking Children’s ASR for Education at UBuffalo. The event focused on advancing ethical & effective ASR tools for children’s learning.

We are excited to pave the road for ASR innovation!

Learn more: lnkd.in/e2BKDPUv
LinkedIn
This link will take you to a page that’s not on LinkedIn
lnkd.in
September 18, 2025 at 9:12 PM
🎤 Can kids be reliably recognized in noisy classrooms?
Saba Tabatabaee & colleagues find that finetuning speaker verification models with augmented children's speech slashes error rates by up to 50%.

Smarter, noise-resilient ASR is within reach.
🔍 Read more: arxiv.org/abs/2505.20222

#ChildASR
FT-Boosted SV: Towards Noise Robust Speaker Verification for English Speaking Classroom Environments
Creating Speaker Verification (SV) systems for classroom settings that are robust to classroom noises such as babble noise is crucial for the development of AI tools that assist educational environmen...
arxiv.org
September 11, 2025 at 1:04 PM
✅ That’s a wrap on EDSI’s Summer Co-Learning Series!
From research-in-progress to thought-provoking discussions, our weekly seminars turned into powerful moments of learning, feedback & connection.

Huge thanks to everyone who shared, showed up, and sparked ideas! 💡🍽️
September 4, 2025 at 5:44 PM
🎓 Can machine learning help provide equitable predictions for high school dropout?
@anikaalam.bsky.social's dissertation digs deep into algorithmic bias, revealing how models can unintentionally disadvantage students from marginalized backgrounds.

🔍Read more: www.proquest.com/docview/3217...
www.proquest.com
August 28, 2025 at 2:56 PM
🚨 Can AI coach teachers in real classrooms?

A new RCT with 224 Utah math & science teachers shows AI-powered feedback boosted use of deep, student-focused “focusing questions” by 20%! 📈
🔍 Read more: www.sciencedirect.com/science/arti...
#EdTech #AIinEducation #TeacherPD #EdResearch
Automated feedback improves teachers’ questioning quality in brick-and-mortar classrooms: Opportunities for further enhancement
AI-powered professional learning tools that provide teachers with individualized feedback on their instruction have proven effective at improving inst…
www.sciencedirect.com
August 22, 2025 at 2:58 PM
🏫📉 School closures are on the rise - but what if we could predict them years in advance?

@thechrzanone.bsky.social & authors use machine learning to forecast mass school closures 5 years out, giving districts tools to act early and equitably.
🔍The full paper: edworkingpapers.com/ai25-1210
Deeper Roots Before the Storm: Utilizing Machine Learning to Alert School Districts of Permanent School Closures
The increasing rate of permanent school closures in U.S. public school districts presents unprecedented challenges for administrators and communities alike. This study develops an early-warning indica...
edworkingpapers.com
August 14, 2025 at 1:04 PM
🧠💬 Can AI really replicate the richness of human thought?

Jiseung Yoo & @scribnerumcp.bsky.social explore what LLMs can’t do - and why K12 education must stay rooted in embodied, social, and self-aware learning. Human-centered teaching matters more than ever.
🔍: www.tandfonline.com/doi/full/10....
www.tandfonline.com
August 7, 2025 at 2:02 PM
💡Proud to partner with Guilford County Schools & amplify practitioner voices in research! 📣

3 amazing GCS teachers - Rachel Beverly, Rachel Borden & Mitchelle McLeod - brought powerful voices at the Stanford Practitioner Voices Summit to explore how AI & language tech can reshape math education.
August 1, 2025 at 1:55 PM
💻Access to high school computer science = higher earnings 💵

Students offered a CS class in high school earned 8% more at their first job — and up to 14% for low-income, Black, and female students.

🔍 Read the full paper on @annenberginstitute.bsky.social: edworkingpapers.com/sites/defaul...
edworkingpapers.com
July 24, 2025 at 2:23 PM
🚀 Excited to team up with @UBuffalo’s Institute for Artificial Intelligence and Data Science to host a workshop on automated speech recognition (ASR) in education! 🎙️📚

We'll dive into how ASR can support learning and provide hands-on training focused on children’s speech.

#childASR #edtech
July 17, 2025 at 12:48 PM
Welcome to the Center for Educational Data Science and Education (EDSI)! Launched in May, our center focuses on AI and data science to help all learners thrive in an AI age.

Learn more about our center with this article: www.govtech.com/education/hi...

#AIinEducation #edpolicy #edtech
University of Maryland Opens Center for Ed-Tech Research
The university launched a new center this month aimed at collecting data and developing intentional, research-supported educational tools based on how students and educators are using AI in classrooms...
www.govtech.com
June 18, 2025 at 6:35 PM