ai4ed
Recent talks, keynotes, short videos, demos... All about AI for Education.
![[Paper Presentation] Imputing Knowledge Tracing Data with Subject Based Training via LSTM](https://ricktube.ru/thumbnail/bmZjlGrA0pU/mqdefault.jpg)
[Paper Presentation] Imputing Knowledge Tracing Data with Subject Based Training via LSTM
![[Paper Presentation] MATT Multimodal Attention Level Estimation for e learning Platforms](https://ricktube.ru/thumbnail/6T75Yhy-8nw/mqdefault.jpg)
[Paper Presentation] MATT Multimodal Attention Level Estimation for e learning Platforms
![[Paper Presentation] Hey Dona! Can you help me with student course registration?](https://ricktube.ru/thumbnail/HqZMCpLqcEA/mqdefault.jpg)
[Paper Presentation] Hey Dona! Can you help me with student course registration?
![[Paper Presentation] ML SD Modeling How Machine Learning Can Support Scientific Discovery Learning](https://ricktube.ru/thumbnail/Si0MNht59_M/mqdefault.jpg)
[Paper Presentation] ML SD Modeling How Machine Learning Can Support Scientific Discovery Learning
![[Paper Presentation] Fair and Skill diverse Student Group Formation via Constrained K way Graph](https://ricktube.ru/thumbnail/wGViyZ3PJag/mqdefault.jpg)
[Paper Presentation] Fair and Skill diverse Student Group Formation via Constrained K way Graph
![[Paper Presentation] Leveraging Skill to Skill Supervision for Knowledge Tracing](https://ricktube.ru/thumbnail/D67ym1WNj8o/mqdefault.jpg)
[Paper Presentation] Leveraging Skill to Skill Supervision for Knowledge Tracing
![[Paper Presentation] Can machine learning solve the challenge of adaptive learning and the](https://ricktube.ru/thumbnail/emaHMQwrCRo/mqdefault.jpg)
[Paper Presentation] Can machine learning solve the challenge of adaptive learning and the
![[Paper Presentation] Mastery Guided Non parametric Clustering to Scale up Strategy Prediction](https://ricktube.ru/thumbnail/Jx-MczsuOmw/mqdefault.jpg)
[Paper Presentation] Mastery Guided Non parametric Clustering to Scale up Strategy Prediction
![[Paper Presentation] Inferring Actions and Joint Attention From Dual view Classroom Videos](https://ricktube.ru/thumbnail/D35-fXcseM8/mqdefault.jpg)
[Paper Presentation] Inferring Actions and Joint Attention From Dual view Classroom Videos
![[Paper Presentation] Finding Similar Exercises in Retrieval Manner](https://ricktube.ru/thumbnail/sXvpMXMhB7E/mqdefault.jpg)
[Paper Presentation] Finding Similar Exercises in Retrieval Manner
![[Paper Presentation] Tracing Changes in University Course Difficulty Using Item Response Theory](https://ricktube.ru/thumbnail/Y6T2_h1H5YE/mqdefault.jpg)
[Paper Presentation] Tracing Changes in University Course Difficulty Using Item Response Theory
![[Cross submission Presentation] Evaluating the Explainers Black Box Explainable Machine Learning](https://ricktube.ru/thumbnail/ZX5okmcVqlc/mqdefault.jpg)
[Cross submission Presentation] Evaluating the Explainers Black Box Explainable Machine Learning
![[Keynote Talk] Where Can AI Take Education by 2030](https://ricktube.ru/thumbnail/rIJIGdEkJYw/mqdefault.jpg)
[Keynote Talk] Where Can AI Take Education by 2030
![[Cross submission Presentation] pyKT A Python Library to Benchmark Deep Learning based Knowledge](https://ricktube.ru/thumbnail/2d95-d_gjVo/mqdefault.jpg)
[Cross submission Presentation] pyKT A Python Library to Benchmark Deep Learning based Knowledge
![[Cross submission Presentation] Transition Aware Multi Activity Knowledge Tracing](https://ricktube.ru/thumbnail/hjvEsL7T3Yw/mqdefault.jpg)
[Cross submission Presentation] Transition Aware Multi Activity Knowledge Tracing
![[Keynote Talk] From Autonomy to Synergy Envisioning Next Generation Human AI Partnerships](https://ricktube.ru/thumbnail/7Exl86YXyFw/mqdefault.jpg)
[Keynote Talk] From Autonomy to Synergy Envisioning Next Generation Human AI Partnerships
![[Paper Presentation] Optical Character Recognition and Transcription of Berber Signs from Images](https://ricktube.ru/thumbnail/rjOGUNf_y6I/mqdefault.jpg)
[Paper Presentation] Optical Character Recognition and Transcription of Berber Signs from Images
![[Paper Presentation] TQ Net Mixed Contrastive Representation Learning For Heterogeneous Test Quest](https://ricktube.ru/thumbnail/T6NV-N00bFA/mqdefault.jpg)
[Paper Presentation] TQ Net Mixed Contrastive Representation Learning For Heterogeneous Test Quest
![[Winning Solution Presentation] 2nd Effective Use of Sequence Models for Knowledge Tracing](https://ricktube.ru/thumbnail/gXOGyCKmgc8/mqdefault.jpg)
[Winning Solution Presentation] 2nd Effective Use of Sequence Models for Knowledge Tracing
![[Winning Solution Presentation] 1st Attention based Knowledge Tracing with Rich Interaction Represen](https://ricktube.ru/thumbnail/BR-pkVSVp48/mqdefault.jpg)
[Winning Solution Presentation] 1st Attention based Knowledge Tracing with Rich Interaction Represen
![[Cross submission Presentation] Meta Transfer Learning for Early Success Prediction in MOOCs](https://ricktube.ru/thumbnail/lYy5lTkZeps/mqdefault.jpg)
[Cross submission Presentation] Meta Transfer Learning for Early Success Prediction in MOOCs
![[Winning Solution Presentation] 3rd Effective Information Extraction of Time Series for Knowledge](https://ricktube.ru/thumbnail/JqEWcqqW1EQ/mqdefault.jpg)
[Winning Solution Presentation] 3rd Effective Information Extraction of Time Series for Knowledge
![[Cross submission Presentation] Code DKT A Code based Knowledge Tracing Model for Programming Tasks](https://ricktube.ru/thumbnail/pW3fOVkZtQc/mqdefault.jpg)
[Cross submission Presentation] Code DKT A Code based Knowledge Tracing Model for Programming Tasks

Summary and Winner Announcement of the AAAI2023 Global Knowledge Tracing Challenge
![[Invited Talk] The 2022 Soong Ching Ling International Forum on Children's Development](https://ricktube.ru/thumbnail/AIhNAZPBSyg/mqdefault.jpg)
[Invited Talk] The 2022 Soong Ching Ling International Forum on Children's Development
![[AIED2022] A Design of A Simple Yet Effective Exercise Recommendation System in K-12 Online Learning](https://ricktube.ru/thumbnail/mbxncQdezOA/mqdefault.jpg)
[AIED2022] A Design of A Simple Yet Effective Exercise Recommendation System in K-12 Online Learning
![[AIED2022] Wide & Deep Learning for Judging Student Performance in Online One-on-one Math Classes](https://ricktube.ru/thumbnail/GDmarngPY3k/mqdefault.jpg)
[AIED2022] Wide & Deep Learning for Judging Student Performance in Online One-on-one Math Classes
![[Learning Idea Conference][Invited Talk] A Practical Guide to Robust Multimodal ML and Its App](https://ricktube.ru/thumbnail/6eHilv_X09o/mqdefault.jpg)
[Learning Idea Conference][Invited Talk] A Practical Guide to Robust Multimodal ML and Its App
![[ICASSP2022][Invited Talk] A Practical Guide to Robust Multimodal ML and Its Application in Edu](https://ricktube.ru/thumbnail/nRO0YnTSfT8/mqdefault.jpg)
[ICASSP2022][Invited Talk] A Practical Guide to Robust Multimodal ML and Its Application in Edu
![[Invited Talk] A Practical Guide to Robust Multimodal Machine Learning and Its Application in Edu](https://ricktube.ru/thumbnail/U5dnL5qpW2w/mqdefault.jpg)
[Invited Talk] A Practical Guide to Robust Multimodal Machine Learning and Its Application in Edu