Wednesday, April 27, 2016
Time | Session A | Session B | Session C | Session D | |
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07:30 AM | Registration | ||||
08:30 AM | Welcome and opening remarksRoom: Pentland E+W | ||||
08:45 AM | Keynote introductionRoom: Pentland E+W | ||||
09:00 AM | Keynote: Learning as a machine. Cross-overs between humans and machines by Professor Mireille Hildebrandt, Vrije Universiteit BrusselsRoom: Pentland E+W [Recording] | ||||
10:00 AM | Morning tea | ||||
Morning sessions | 10:30 AM | Session: Keynote discussion and panelRoom: St Trinnean’s | Session: Discourse analyticsRoom: Pentland East | Session: Learner modelsRoom: Pentland West | Session: Analytic visualizations and dashboardsRoom: Prestonfield |
Keynote chat 1A1 (20 min): Professor Mireille Hildebrandt
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Presentation 1B1 (20 min): “Topic Modeling for Evaluating Students’ Reflective Writing: a Case Study of Pre-service Teachers’ Journals” (short paper)
[Recording]
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Presentation 1C1 (20 min): “Towards Personalizing An E-quiz Bank for Primary School Students: An Exploration with Association Rule Mining and Clustering” (short paper)
[Recording]
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Presentation 1D1 (20 min): “Semantic Visual Analytics for Today’s Programming Courses” (short paper)
[Recording]
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5 min break | 5 min break | 5 min break | 5 min break | ||
Panel 1A2 (60 min): “Physiological Data and Learning Analytics: Opportunities and Challenges for Research and Practice”
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Presentation 1B2 (30 min): “Combining Click-Stream Data with NLP Tools to Better Understand MOOC Completion” (full paper)
[Recording]
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Presentation 1C2 (30 min): “Introduction of Learning Visualisations and Metacognitive Support in a Persuadable Open Learner Model” (full paper)
[Recording]
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Presentation 1D2 (30 min): “The Role of Achievement Goal Orientations When Studying Effect of Learning Analytics Visualizations” (full paper)
[Recording]
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5 min break | 5 min break | 5 min break | |||
Presentation 1B3 (30 min): “Towards Automated Content Analysis of Discussion Transcripts: A Cognitive Presence Case” (full paper)
[Recording]
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Presentation 1C3 (30 min): “Impact of Data Collection on Interpretation and Evaluation of Student Models” (full paper)
[Recording]
Best paper nominee
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Presentation 1D3 (30 min): “The NTU Student Dashboard: Implementing a whole institution learning analytics platform to improve student engagement” (practitioner presentation)
[Recording]
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12:00 PM | Lunch | ||||
Early afternoon sessions | 01:00 PM | Session: Collaborative learningRoom: Prestonfield | Session: LA challenges, accessibility and ethicsRoom: Pentland East | Session: Determination of off-task/on-task behavioursRoom: Pentland West | Session: Learning tools and interventionsRoom: St Trinnean’s |
Presentation 2A1 (30 min): “Investigating collaborative learning success with physiological coupling indices based on electrodermal activity” (full paper)
[Recording]
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Presentation 2B1 (30 min): “Privacy and Analytics – it’s a DELICATE Issue. A Checklist for Trusted Learning Analytics.” (full paper)
[Recording]
Best paper nominee
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Presentation 2C1 (30 min): “Affecting Off-Task Behaviour: How Affect-aware Feedback Can Improve Student Learning” (full paper)
[Recording]
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Presentation 2D1 (30 min): “Interactive Surfaces and Learning Analytics: Data, Orchestration Aspects, Pedagogical Uses and Challenges” (full paper)
[Recording not available due to technical problems]
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5 min break | 5 min break | 5 min break | 5 min break | ||
Presentation 2A2 (30 min): “A Pedagogical Framework for Learning Analytics in Collaborative Inquiry Tasks: An Example from a Teamwork Competency Awareness Program” (full paper)
[Recording]
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Presentation 2B2 (30 min): “Using predictive indicators of student success at scale – implementation successes, issues and lessons from the Open University” (practitioner presentation)
[Recording]
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Presentation 2C2 (30 min): “Investigating Boredom and Engagement during Writing Using Multiple Sources of Information: The Essay, The Writer, and Keystrokes” (full paper)
[Recording]
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Presentation 2D2 (30 min): “Evaluation of an Adaptive Practice System for Learning Geography Facts” (full paper)
[Recording]
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5 min break | 5 min break | 5 min break | |||
Presentation 2A3 (20 min): “An Analysis Framework for Collaborative Problem Solving in Practice-based Learning Activities: A Mixed-method Approach” (short paper)
[Recording]
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Presentation 2B3 (20 min): “What Can Analytics Contribute to Accessibility in e-Learning Systems and to Disabled Students’ Learning?” (short paper)
[Recording]
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Presentation 2D3 (20 min): “Towards Analytics for Educational Interactive e-Books. The case of the Reflective Designer Analytics Platform (RDAP)” (short paper)
[Recording]
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02:30 PM | Afternoon tea | ||||
Late afternoon sessions | 03:00 PM | Session: Teaching and teacher analyticsRoom: St Trinnean’s | Session: Institutional perspectives and challengesRoom: Prestonfield | Session: MOOC discussion analysisRoom: Pentland East | Session: Language, writing, and interactionRoom: Pentland West |
Presentation 3A1 (30 min): “Teaching Analytics: Towards Automatic Extraction of Orchestration Graphs Using Wearable Sensors” (full paper)
[Recording]
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Presentation 3B1 (30 min): “Going Enterprise: Challenges Faced and Lessons Learned When Scaling and Integrating a Research-based Product for Commercial Distribution.” (practitioner presentation)
[Recording]
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Presentation 3C1 (30 min): “Bringing Order to Chaos in MOOC Discussion Forums with Content-Related Thread Identification” (full paper)
[Recording]
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Presentation 3D1 (30 min): “Reflecting on Reflective Writing Analytics: Assessment Challenges and Iterative Evaluation of a Prototype Tool” (full paper)
[Recording]
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5 min break | 5 min break | 5 min break | 5 min break | ||
Presentation 3A2 (30 min): “Student perspectives on data provision and use: Starting to unpack disciplinary differences” (full paper)
[Recording]
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Presentation 3B2 (30 min): “The Learning Analytics Readiness Instrument” (full paper)
[Recording]
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Presentation 3C2 (30 min): “Investigating Social and Semantic User Roles in MOOC Discussion Forums” (full paper)
[Recording]
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Presentation 3D2 (30 min): “Longitudinal Engagement, Performance, and Social Connectivity: a MOOC Case Study Using Exponential Random Graph Models” (full paper)
[Recording]
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5 min break | 5 min break | 5 min break | 5 min break | ||
Presentation 3A3 (20 min): “Design and Evaluation of Teacher Assistance Tools for Exploratory Learning Environments” (short paper)
[Recording]
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Presentation 3B3 (20 min): “Real-time indicators and targeted supports: Using online platform data to accelerate student learning” (short paper)
[Recording]
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Presentation 3C3 (20 min): “Untangling MOOC Learner Networks” (short paper)
[Recording]
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Presentation 3D3 (20 min): “English Language Learner Experiences of Formal and Informal Learning Environments” (short paper)
[Recording]
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04:30 PM | Transfer to theatre | ||||
05:15 PM | FirehoseRoom: Pentland E+W | ||||
06:00 PM | Posters, technology showcase, and welcome reception | ||||
07:30 PM | End of day one |
Thursday, April 28, 2016
Time | Session A | Session B | Session C | Session D | |
---|---|---|---|---|---|
07:30 AM | Registration | ||||
08:30 AM | Opening remarksRoom: Pentland E+W | ||||
08:45 AM | Keynote introductionRoom: Pentland E+W | ||||
09:00 AM | Keynote: Learning Analytics: Utopia or Dystopia by Professor Paul A. Kirschner, Open University of the NetherlandsRoom: Pentland E+W [Recording] | ||||
10:00 AM | Morning tea | ||||
Morning sessions | 10:30 AM | Session: Keynote discussion and panelRoom: St Trinnean’s | Session: Institutional perspectivesRoom: Pentland East | Session: PersonalizationRoom: Pentland West | Session: Theoretical and conceptual modelsRoom: Prestonfield |
Keynote chat 4A1 (20 min): Professor Paul A. Kirschner
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Presentation 4B1 (20 min): “Analysing Engagement in an Online Management Programme and Implications for Course Design” (short paper)
[Recording]
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Presentation 4C1 (20 min): “Data2U: Scalable Real time Student Feedback in Active Learning Environments” (short paper)
[Recording]
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Presentation 4D1 (20 min): “Designing MOOCs for Success: A Student Motivation-Oriented Framework” (short paper)
[Recording]
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5 min break | 5 min break | 5 min break | 5 min break | ||
Panel 4A2 (60 min): “Learning Analytics: Visions of the Future”
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Presentation 4B2 (30 min): “Measuring financial implications of an early alert system” (full paper)
[Recording]–
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Presentation 4C2 (30 min): “Supporting learning by considering emotions: Tracking and Visualization. A case study” (full paper)
[Recording]
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Presentation 4D2 (30 min): “The Assessment of Learning Infrastructure (ALI): The Theory, Practice, and Scalability of Automated Assessment” (full paper)
[Recording]
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5 min break | 5 min break | 5 min break | |||
Presentation 4B3 (30 min): “Getting Started with Learning Analytics: Implementing a Predictive Model Validation Project at North Carolina State University” (practitioner presentation)
[Recording]
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Presentation 4C3 (30 min): “A Rule-Based Indicator Definition Tool for Personalized Learning Analytics” (full paper)
[Recording]
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Presentation 4D3 (30 min): “When should we stop? – Towards Universal Instructional Policies” (full paper)
[Recording]
Best paper nominee
|
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12:00 PM | Lunch | ||||
Afternoon sessions | 01:00 PM | Session: Methodological reflectionsRoom: St Trinnean’s | Session: Proficiency and positioningRoom: Pentland East | Session: Learning design and analyticsRoom: Pentland West | Session: Bayesian modelingRoom: Prestonfield |
Presentation 5A1 (30 min): “Model Accuracy – Training vs. Reality” (practitioner presentation)
[Recording]
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Presentation 5B1 (30 min): “Translating network position into performance: Importance of Centrality in Different Network Configurations” (full paper)
[Recording]
Best paper nominee
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Presentation 5C1 (30 min): “A Conceptual Framework linking Learning Design with Learning Analytics” (full paper)
[Recording]
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Presentation 5D1 (30 min): “Sequencing Educational Content in Classrooms using Bayesian Knowledge Tracing” (full paper)
[Recording]
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5 min break | 5 min break | 5 min break | 5 min break | ||
Presentation 5A2 (20 min): “Applying classification techniques on temporal trace data for shaping student behavior models” (short paper)
[Recording]
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Presentation 5B2 (20 min): “Data-driven Proficiency Profiling – Proof of Concept” (short paper)
[Recording]
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Presentation 5C2 (20 min): “The impact of 151 learning designs on student satisfaction and performance: social learning (analytics) matters” (short paper)
[Recording]
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Presentation 5D2 (20 min): “Studying the relationship between BKT adjustment error and the skill’s difficulty index” (short paper)
[Recording]
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5 min break | 5 min break | 5 min break | 5 min break | ||
Presentation 5A3 (30 min): “Using A/B Testing in MOOC Environments” (full paper)
[Recording]
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Presentation 5B3 (30 min): “Learning analytics dashboard for improving the course passing rate in a randomized controlled experiment.” (practitioner presentation)
[Recording]
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Presentation 5C3 (30 min): “Student differences in regulation strategies and their use of learning resources: implications for educational design” (full paper)
[Recording]
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Presentation 5D3 (30 min): “Modeling Common Misconceptions in Learning Process Data” (full paper)
[Recording]
Best paper nominee
|
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02:30 PM | Afternoon tea | ||||
03:00 PM | SoLAR annual general meetingRoom: Pentland E+W | ||||
06:00 PM | Conference dinner | ||||
09:00 PM | End of day two |
Friday, April 29, 2016
Time | Session A | Session B | Session C | Session D | |
---|---|---|---|---|---|
07:30 AM | Registration | ||||
08:30 AM | Opening remarksRoom: Pentland E+W | ||||
08:45 AM | Keynote introductionRoom: Pentland E+W | ||||
09:00 AM | Keynote: A Dispatch from the Psychometric Front by Professor Robert Mislevy, University of MarylandRoom: Pentland E+W [Recording] | ||||
10:00 AM | Morning tea | ||||
Morning sessions | 10:30 AM | Session: Keynote discussion and panelRoom: Prestonfield | Session: xAPIRoom: Pentland East | Session: Supporting learning and achievementRoom: Pentland West | |
Keynote chat 6A1 (20 min): Professor Robert J. Mislevy
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Presentation 6B1 (20 min): “Recipe for Success – Lessons Learnt from Using xAPI within the Connected Learning Analytics Toolkit” (short paper)
[Recording]
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Presentation 6C1 (20 min): “Forecasting Student Achievement in MOOCs with Natural Language Processing” (short paper)
[Recording not available due to technical problems]
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5 min break | 5 min break | 5 min break | |||
Panel 6A2 (60 min): “Institutional Learning Analytics Centres: Contexts, Strategies and Insights”
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Presentation 6B2 (30 min): “How CRS deployed Watershed LRS and xAPI to evaluate the effectiveness of training for disaster response teams” (practitioner presentation)
[Recording]
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Presentation 6C2 (30 min): “Is the Doer Effect a Causal Relationship? How Can We Tell and Why It’s Important” (full paper)
[Recording not available due to technical problems]
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|||
5 min break | 5 min break | ||||
Presentation 6B3 (30 min): “How CUES deployed Watershed LRS and xAPI to track and analyse continuous learning.” (practitioner presentation)
[Recording]
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Presentation 6C3 (30 min): “Towards triggering higher-order thinking behaviors in MOOCs” (full paper)
[Recording]
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12:00 PM | Lunch | ||||
Afternoon sessions | 01:00 PM | Session: Real time dataRoom: Prestonfield | Session: Supporting SRL and 21st century skillsRoom: Pentland East | Session: Overcoming obstaclesRoom: St Trinnean’s | Session: Predictive modellingRoom: Pentland West |
Presentation 7A1 (30 min): “A Study On Eye Fixation Patterns of Students in Higher Education Using an Online Learning System” (full paper)
[Recording]
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Presentation 7B1 (30 min): “Exploring the relation between Self-regulation, Online Activities, and Academic Performance: A case study” (full paper)
[Recording]
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Presentation 7C1 (30 min): “Using Game Analytics to Evaluate Puzzle Design and Level Progression in a Serious Game” (full paper)
[Recording]
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Presentation 7D1 (30 min): “What and When: The Role of Course Type and Timing in Students’ Academic Performance” (full paper)
[Recording]
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5 min break | 5 min break | 5 min break | 5 min break | ||
Presentation 7A2 (20 min): “A Gaze-based Learning Analytics Model: In-Video Visual Feedback to Improve Learner’s Attention in MOOCs” (short paper)
[Recording]
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Presentation 7B2 (20 min): “Fostering 21st century literacies through a collaborative critical reading and learning analytics environment: User-perceived benefits and problematics” (short paper)
[Recording]
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Presentation 7C2 (20 min): “Bayesian Modelling of Student Misconceptions in the one-digit Multiplication with Probabilistic Programming” (short paper)
[Recording]
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Presentation 7D2 (20 min): “Predicting Student Performance on Post-requisite Skills Using Prerequisite Skill Data: An alternative method for refining Prerequisite Skill Structures” (short paper)
[Recording]
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5 min break | 5 min break | 5 min break | |||
Presentation 7B3 (20 min): “Improving efficacy attribution in a self-directed learning environment using prior knowledge individualization” (short paper)
[Recording]
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Presentation 7C3 (20 min): “Enhancing the Efficiency and Reliability of Group Differentiation through Partial Credit” (short paper)
[Recording]
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Presentation 7D3 (20 min): “Generating Actionable Predictive Models of Academic Performance” (short paper)
[Recording]
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02:30 PM | Afternoon tea | ||||
03:00 PM | Community Building PanelRoom: Pentland E+W | ||||
03:45 PM | Closing remarksRoom: Pentland E+W | ||||
04:00 PM | End of day three |