Multimodal Dataset

• MUTLA
  • https://paperswithcode.com/dataset/mutla
• OF-DS from the Netherlands

Open University Dataset

• Open University Dataset
  • https://analyse.kmi.open.ac.uk/open_dataset

Tsinghua University MoocData

• Whole Datasets
  • http://moocdata.cn/data/user-activity
• 1. User Activity (Dropout Prediction)
  • Understanding Dropouts in MOOCs (AAAI, 2019)
  • http://lfs.aminer.cn/misc/moocdata/publications/AAAI19-Feng-dropout-moocs.pdf
  • https://github.com/wzfhaha/dropout_prediction
  • Datasets
• 2. MOOCCube
  • MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs (ACL, 2020)
  • http://lfs.aminer.cn/misc/moocdata/publications/ACL20_Yu-et-al-MOOCCube.pdf
  • Datasets
• 3. Xiaomu Questioning
  • Bandit Learning with Implicit Feedback (NeurLPS, 2018)
  • http://lfs.aminer.cn/misc/moocdata/publications/NIPS18-Qi-et-al-Bandit-Learning-with-Implicit-Feedback.pdf
  • Datasets
• 4. Course Concept Extraction
  • Course Concept Extraction in MOOCs via Embedding-Based Graph Propagation (IJCNLP, 2017)
  • http://lfs.aminer.cn/misc/moocdata/publications/ijcnlp2017-pan-et-al-concept-extraction-mooc.pdf
  • Datasets
• 5. Course Prerequisite Relation
  • Prerequisite Relation Learning for Concepts in MOOCs (ACL, 2017)
  • http://lfs.aminer.cn/misc/moocdata/publications/ACL17-Pan-et-al-Prerequisite-Relationship-MOOCs.pdf
  • Datasets
• 6. Course Recommendation
  • Hierarchical Reinforcement Learning for Course Recommendation in MOOCs (AAAI, 2019)
  • https://xiaojingzi.github.io/publications/AAAI19-zhang-et-al-HRL.pdf
  • Datasets

EduData

• Most datasets for Knoweledge Tracing

https://github.com/bigdata-ustc/EduData

Junyi-academy kaggle Dataset

• For Knowledge Tracing

https://www.kaggle.com/junyiacademy/learning-activity-public-dataset-by-junyi-academy