lingochamp / lingochamp/tensorflow-dkt
DKT模型疑问
Open
- Dominant language
- Python
- Stars
- 49
- Forks
- 19
- PR merge metrics
- No merged PRs in 30d
Description
你好，关于dkt我有几个疑问 =。=
1、DKT貌似是拿多个学生的练习数据训练一个模型，但是基于多个学生训练出的模型为什么能用来评估单个学生的答题概率？
2、DKT模型能预测学生回答练习的概率，但是无法追踪学生知识点的掌握情况，也无法指出学生擅长或不熟悉哪些知识点。因为这些信息都隐藏在了DKT的隐藏状态里。不知有什么解决方案可以追踪学生所做练习相关知识点的掌握情况
Contributor guide
No contributing guide indexed for this repository
Research direction
No files, tests, or entry points are named. Start by reviewing the repository's DKT implementation and how it exposes predictions and hidden states; define the desired per-student knowledge-tracking behavior before assessing whether it can be implemented and tested.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100