The listed learning units belong to the course Learning @ Scale 2021 & EMOOCs 2021. Do you want to access all course content?
Overview and Program
Opening Sessions & Closing
Keynotes
Keynotes
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Jeff Maggioncalda: Building a more just world: The role of institutions in defining the new normal
Video
Gaya Gamhewage: Fighting the Pandemic through Online Learning
Video
Georgi Dimitrov: Digital education - yesterday, today and tomorrow: the Digital Education Action Plan 2021-2027 and its perspective on online learning content
Video
Motahhare Eslami: Revisiting Transparency and Fairness in Algorithmic Systems Through the Lens of Public Education and Engagement
Video
Geoffrey West: Scale: A Window onto Universal Laws of Growth, Living and Dying in Organisms, Cities and Companies
Video
Sanna Järvelä: Co-Evolution of Human Capabilities and Intelligent Technologies for Digital Education
Video
Sanna Järvelä: Co-Evolution of Human Capabilities and Intelligent Technologies for Digital Education (Q&A)
Video
Panels
Panels
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The Big Fish in the Same Tank: FutureLearn, Coursera, edX
Video
Transformation of the University towards a Hybrid University
Video
Digital Education Made in Europe - Is there a Common Approach?
Video
Viral Education and new Business Models
Video
Hybrid Learning and the Future of Teaching in Higher Education
Video
The Governance Challenge for Digital Education
Video
Smart Learning for Smart Working
Video
EMOOCs - Business
EMOOCs - Experience
Experience Track
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Case Study Museum - MOOC Tutorials - Video Transcription/Translation
Video
Case Study Teaching - Learning Analytics Clustering - Supervising MOOCs
Video
MOOCs and COVID-19
Video
Short video clips/Papers
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Evaluating OERs in Museum education context. A collaborative online experience
Video
Open Tools and Methods to support the development of MOOCs: A Collection of How-tos, Monster Assignment and Kits
Video
Transpipe - A pipeline for automated description and translation of videos
Video
MOOC-based online instruction: A case study in teacher education
Video
Who are the Students of MOOCs? Experience from Learning Analytics Clustering Techniques
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Integrating Community Teaching in MOOCs
Video
A MOOC-based Computer Science Program for Middle School: Results, Challenges, and the COVID-19 Effect
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Learning During COVID-19: Engagement and Attainment in an Introductory Biology MOOC
Video
EMOOCs - International
International Track
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Plenary Round Table: Perspectives of Global and Regional MOOC Providers
Video
Social change and MOOC adoption around the world
Video
MOOC based research & STEM education worldwide
Video
Global MOOC analytics, impact, and instruction
Video
Papers
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Long-Term Effects of Short-Term Intervention Using MOOCs for Developing Cambodian Undergraduate Research Skills
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Investigating mechanical engineering learners' satisfaction with a revised monozukuri MOOC
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Nuclear physics and engineering e-learning
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Hybrid MOOCs Enabling Global Collaboration
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Delivering WASH education at scale: evidence from a global MOOC series
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What Drives Enrollment in Massive Open Online Courses? - Evidences from a French MOOC platform.
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Fostering Women to STEM MOOCs - The Fostwom Toolkit
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The MOOC-CEDIA Observatory: Study of the Current Situation of MOOCs and Strategies to Improve Their Adoption in Ecuadorian Universities
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EMOOCs - Policy
EMOOCs - Health
EMOOCs - HE and School Education - In German language
L@S - Perspectives from North America
L@S Sessions
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L@S Session 1 - Perspectives from North America
Video
Generating Response-Specific Elaborated Feedback Using Long-Form Neural Question Answering
Video
Toward Personalizing Students' Education with Crowdsourced Tutoring
Video
The MOOClet Framework: Unifying Experimentation, Dynamic Improvement, and Personalization in Online Courses
Video
Content-Neutral Immersive Environments for Cultivating Scalable Camaraderie
Video
L@S - Perspectives from US West Coast
L@S Sessions
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L@S Session 2 - Perspectives from US West Coast
Video
Setting up, Troubleshooting, and Innovating on the Delivery of Online Instruction: A Case Study of an LMS Q&A Forum
Video
Automating the Assessment of Problem-solving Practices Using Log Data and Data Mining Techniques
Video
Domain Experts' Interpretations of Assessment Bias in a Scaled, Online Computer Science Curriculum
Video
Should College Dropout Prediction Models Include Protected Attributes?
Video
L@S - Perspectives from Oceania
L@S Sessions
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L@S Session 3 - Perspectives from Oceania
Video
Student Barriers to Active Learning in Synchronous Online Classes: Characterization, Reflections, and Suggestions
Video
Blending Peer Instruction with Just-In-Time Teaching: Jointly Optimal Task Scheduling with Feedback for Classroom Flipping
Video
What's the Point? How Scores Undermine Written Comments on Open-Ended Work
Video
Employing Peer Review to Evaluate the Quality of Student Generated Content at Scale: A Trust Propagation Approach
Video
L@S - Perspectives from Europe & US
L@S Sessions
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L@S Session 4 - Perspectives from Europe & US
Video
Comparative Analysis of the Feature Extraction Approaches for Predicting Learners Progress in Online Courses: MicroMasters Credential versus Traditional MOOCs
Video
Using Social Norms to Promote Actions Beyond the Course
Video
A Machine Learning Approach for Suggesting Feedback in Textual Exercises in Large Courses
Video
Classification of Discussions in MOOC Forums: An Incremental Modeling Approach
Video
L@S - Perspectives from US East Coast
L@S Sessions
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L@S Session 5 - Perspectives from US East Coast
Video
Applying the Behavior Change Technique Taxonomy from Public Health Interventions to Educational Research
Video
Examining the Effects of Student Participation and Performance on the Quality of Learnersourcing Multiple-Choice Questions
Video
What's In It for the Learners? Evidence from a Randomized Field Experiment on Learnersourcing Questions in a MOOC
Video
EMOOCs - Poster Session
Session Overview
MOOC-based Online Flipped Learning: A Case Study in Teacher Education
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Integrating Community Teaching in MOOCs
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The role of MOOCs in the new educational scenario: an integrated strategy
Video
The role of MOOCs in the new educational scenario: an integrated strategy
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TransPipe - A Pipeline for Automated Transcription and Translation of Videos
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Learning During COVID-19: Engagement and Attainment in an Introductory Biology MOOC
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Open Tools and Methods to Support the Development of MOOCs: A Collection of How-tos, Monster Assignment and Kits
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MOOC Monetization Changes and Completion Rates: Are Learners From Countries of Different Development Status Equally Affected?
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Confidence Counts: Fostering Online Learning Self-Efficacy with a MOOC
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Evaluating OERs in Museum Education Context: A Collaborative Online Experience
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What makes my course stand out? – Quality assurance criteria for MOOCs
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Towards an Online Learning Community on Digitalization in the Tourism Sector
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L@S - Work-in-Progress and Demos
Exploring Additional Personalized Support While Attempting Exercise Problems in Online Learning Platforms
Video
Characterizing Amateur Tutoring Behavior on a Large Online Learning Platform
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Forecasting Undergraduate Majors Using Academic Transcript Data
Video
Analyzing Student Reflection Sentiments and Problem-Solving Procedures in MOOCs
Video
The Impact of Mobile Learning on Students' Self-Test Behavior in MOOCs
Video
Combining Collaborative Reflection based on Worked-Out Examples with Problem-Solving Practice: Designing Collaborative Programming Projects for Learning at Scale
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Data-informed Decision-making in TEFA Processes: An Empirical Study of a Process Derived from Peer-Instruction
Video
Personalization at Scale: Making Learning Personally Relevant in a Climate Science MOOC
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Introducing Data Wrangling using Graphical Subgoals - Findings from an e-Learning Study
Video
A Novel Framework for Discovering Cognitive Models of Learning
Video
Teaching the Masses on Twitch: An Initial Exploration of Educational Live-Streaming
Video
Student Perceptions of Social Support in the Transition to Emergency Remote Instruction
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Exploring Design Choices in Data-driven Hints for Python Programming Homework
Video
Learning Analytics Dashboard Research Has Neglected Diversity, Equity and Inclusion
Video
Assessing Function Names and Quantifying the Relationship Between Identifiers and Their Functionality to Improve Them
Video
Toward Effective Courseware at Scale: Investigating Automatically Generated Questions as Formative Practice
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Re-Design Classroom into MOOC-like Content With Remote Face-to-Face Sessions During the COVID-19 Pandemic: A Case Study in Graduate School
Video
Components of Assessments and Grading At Scale
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Impact of Contextual Tips for Auto-Gradable Programming Exercises in MOOCs
Video
Scaling Up Data Science Course Projects: A Case Study
Video
What do I need to know? Designing Student Learning Tools that Aid Interaction with Recorded Lecture Content
Video
Modeling Temporal Association of Cognition-Topic in MOOC Discussion to Track Learners' Cognitive Engagement Dynamics
Video
Analyzing Patterns in Student SQL Solutions via Levenshtein Edit Distance
Video
Peer-Grading at Scale with Rank Aggregation
Video
Knowledge Sharing in Tension: Interacting and Documenting on Stack Overflow
Video
JackMarker with GitDown: A Framework to Counter Plagiarism at Scale
Video
Can Feedback based on Predictive Data Improve Learners' Passing Rates in MOOCs? A Preliminary Analysis
Video
With or Without EU: Navigating GDPR Constraints in Human Subjects Research in an Education Environment
Video
Experimental Design of Learning Analysis Dashboards for Teachers and Learners
Video
How Online Learners Build Cognitive Presence: Implications from a Machine Learning Approach
Video
Toward Reshaping the Syllabus for Education at Scale
Text
Personalized Lecture Recommendations to Facilitate Bite-Sized Learning
Video
Problem Solving Analytics (PSA) in the Web-Based Office Simulation LUCA
Video
Automatic Question Generation and the SmartStart Application
Text
Workshops
Matching (multi)media to learning activities in MOOCs
Video
EMOOCs - COFEEMOOC-V.2: Designing Contingent Feedback for Massive Open Online Courses
EMOOCs: Podcasts, Microcontent & MOOCs – The Integration of Digital Learning Formats into HE Lectures
EMOOCs: What makes my course stand out? – Quality assurance criteria for MOOCs
L@S: Second Workshop on Educational A/B Testing at Scale
L@S: Learning Engineering @ Scale