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- Work in ProgressJune 2021
Can Feedback based on Predictive Data Improve Learners' Passing Rates in MOOCs? A Preliminary Analysis
- Mar Perez-Sanagustin,
- Ronald Pérez-Álvarez,
- Jorge Maldonado-Mahauad,
- Esteban Villalobos,
- Isabel Hilliger,
- Josefina Hernández,
- Diego Sapunar,
- Pedro Manuel Moreno-Marcos,
- Pedro J. Muñoz-Merino,
- Carlos Delgado Kloos,
- Jon Imaz
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 339–342https://doi.org/10.1145/3430895.3460991This work in progress paper investigates if timely feedback increases learners' passing rate in a MOOC. An experiment conducted with 2,421 learners in the Coursera platform tests if weekly messages sent to groups of learners with the same probability of ...
- Work in ProgressJune 2021
Toward Reshaping the Syllabus for Education at Scale
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 355–358https://doi.org/10.1145/3430895.3460987Ensuring that students are fully informed about course content and policies is always a challenge, but online education at scale adds additional complications. In this paper we present observations about the place of the syllabus in education at scale, ...
- Work in ProgressJune 2021
How Online Learners Build Cognitive Presence: Implications from a Machine Learning Approach
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 351–354https://doi.org/10.1145/3430895.3460986Within the last year, the number of students who participate in online learning platforms has exploded. The transition to online platforms has moved discussion out of the classroom and onto digital spaces. To support this transition we aim to create a ...
- Work in ProgressJune 2021
JackMarker with GitDown: A Framework to Counter Plagiarism at Scale
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 335–338https://doi.org/10.1145/3430895.3460982Plagiarism in computer science programs remains a problem at many universities. Programming assignments lend themselves to unpermitted collaboration: students can share code or find solutions from past semesters through simple internet searches. ...
- abstractJune 2021
Problem Solving Analytics (PSA) in the Web-Based Office Simulation LUCA
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 363–364https://doi.org/10.1145/3430895.3460877Open-ended e-learning environments allow for explorative behaviour in challenging scenarios and hence, foster problem-solving competences. The web-based office simulation LUCA (funded by the German Federal Ministry of Education and Research) addresses ...
- Work in ProgressJune 2021
Modeling Temporal Association of Cognition-Topic in MOOC Discussion to Track Learners' Cognitive Engagement Dynamics
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 319–322https://doi.org/10.1145/3430895.3460170In the discussion forums of massive open online courses (MOOCs), cognitive processing (e.g., insight, certain) is considered an essential factor that can affect learners' learning outcomes, but the relationship between them has not been thoroughly ...
- Work in ProgressJune 2021
Components of Assessments and Grading At Scale
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 303–306https://doi.org/10.1145/3430895.3460165One of the major criticisms of efforts towards offering education at scale has been the Trap of Routine Assessment, the risk that student assessment will suffer from becoming excessively simplified in service of automation and scale. In this research, ...
- Work in ProgressJune 2021
Combining Collaborative Reflection based on Worked-Out Examples with Problem-Solving Practice: Designing Collaborative Programming Projects for Learning at Scale
- Sreecharan Sankaranarayanan,
- Siddharth Reddy Kandimalla,
- Christopher Bogart,
- R. Charles Murray,
- Michael Hilton,
- Majd Sakr,
- Carolyn Rosé
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 255–258https://doi.org/10.1145/3430895.3460152Computer science pedagogy has overwhelmingly favored problem-solving practice over methods of engagement like worked-out example study especially in advanced classes. This is due to the belief that while these alternative methods may improve student ...
- Work in ProgressJune 2021
Characterizing Amateur Tutoring Behavior on a Large Online Learning Platform
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 239–242https://doi.org/10.1145/3430895.3460148Online tutoring is an increasingly popular learning and business model, which matches students with amateur tutors recruited through a platform. While such platforms offer a unique opportunity to study how online and on-demand learning happens at scale, ...
- research-articleJune 2021
Using Social Norms to Promote Actions Beyond the Course
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 161–172https://doi.org/10.1145/3430895.3460144Educators and researchers in online education have grappled with not only how to increase course completion but also how to make a broader impact that goes beyond online courses, such as course participants' real-world applications of the learned ...
- research-articleJune 2021
Comparative Analysis of the Feature Extraction Approaches for Predicting Learners Progress in Online Courses: MicroMasters Credential versus Traditional MOOCs
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 151–159https://doi.org/10.1145/3430895.3460143Although MicroMasters courses differ from traditional undergraduate level MOOCs in student demographics, course design, and outcomes, the various aspects of this type of program have not yet been sufficiently investigated. This study aims to pave the ...
- research-articleJune 2021
Applying the Behavior Change Technique Taxonomy from Public Health Interventions to Educational Research
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 195–207https://doi.org/10.1145/3430895.3460138Public health research has developed a deep understanding of ways to help people live healthier lives through scalable interventions that change their behaviors. This work offers valuable insights for supporting learners in educational contexts, ...
- research-articleJune 2021
Content-Neutral Immersive Environments for Cultivating Scalable Camaraderie
L@S '21: Proceedings of the Eighth ACM Conference on Learning @ ScalePages 47–58https://doi.org/10.1145/3430895.3460136Drawbacks of online education, especially at scale, include the isolation and loss of community that come with taking classes from one's home rather than in a typical coordinated classroom. In this series of studies, we explore the potential of an ...