Alfred Essa

Publication Activity (10 Years)

Years Active: 2004-2020
Publications (10 Years): 10

Top Topics

Learning Analytics

Educational Data Mining

Causal Inference

Student Success

Top Venues

Smart Learn. Environ.

J. Learn. Anal.

Publications

Alfred Essa, Shirin Mojarad
Does Time Matter in Learning? A Computer Simulation of Carroll's Model of Learning. HCI (34) (2020)
Alfred Essa
Is Data Dark? Lessons from Borges's "Funes the Memorius". J. Learn. Anal. 6 (3) (2019)
Shirin Mojarad, Alfred Essa, Shahin Mojarad, Ryan S. Baker
Data-Driven Learner Profiling Based on Clustering Student Behaviors: Learning Consistency, Pace and Effort. ITS (2018)
Shirin Mojarad, Nicholas Lewkow, Alfred Essa, Jie Zhang, Jacqueline L. Feild
Quasi-experimental design for causal inference using Python and Apache Spark: a hands-on tutorial. LAK (2017)
Lalitha Agnihotri, Alfred Essa, Ryan S. Baker
Impact of student choice of content adoption delay on course outcomes. LAK (2017)
Jun Xie, Shirin Mojarad, Keith T. Shubeck, Alfred Essa, Ryan S. Baker, Xiangen Hu
Student Learning Strategies to Predict Success in an Online Adaptive Mathematics Tutoring System. EDM (2017)
Lalitha Agnihotri, Shirin Mojarad, Nicholas Lewkow, Alfred Essa
Educational data mining with Python and Apache spark: a hands-on tutorial. LAK (2016)
Nicholas Lewkow, Jacqueline L. Feild, Neil L. Zimmerman, Mark Riedesel, Alfred Essa, David Boulanger, Jeremie Seanosky, Vive Kumar, Kinshuk, Sandhya Kode
A Scalable Learning Analytics Platform for Automated Writing Feedback. L@S (2016)
Jacqueline L. Feild, Nicholas Lewkow, Neil L. Zimmerman, Mark Riedesel, Alfred Essa
A Scalable Learning Analytics Platform for Automated Writing Feedback. EDM (2016)
Alfred Essa
A possible future for next generation adaptive learning systems. Smart Learn. Environ. 3 (1) (2016)
Lalitha Agnihotri, Ani Aghababyan, Shirin Mojarad, Mark Riedesel, Alfred Essa
Mining Login Data For Actionable Student Insight. EDM (2015)
Nicholas Lewkow, Neil L. Zimmerman, Mark Riedesel, Alfred Essa
Learning Analytics Platform. Towards an Open Scalable Streaming Solution for Education. EDM (2015)
Rebecca Ferguson, Doug Clow, Leah Macfadyen, Alfred Essa, Shane Dawson, Shirley Alexander
Setting learning analytics in context: overcoming the barriers to large-scale adoption. LAK (2014)
Alfred Essa, Hanan Ayad
Student success system: risk analytics and data visualization using ensembles of predictive models. LAK (2012)
Alfred Essa
Open Source Approaches to Eductional Technology Innovation. EDUTECH (2004)