1, autonomous learning platform: you can use big data technology to build an online learning platform to provide students with opportunities for autonomous learning. By analyzing students' learning behaviors and data, the platform can provide personalized learning suggestions and opinions to help students master knowledge better.
2. Online courses and teaching videos: Big data technology can be used for the production and management of online courses. By collecting students' learning data and analyzing students' learning situation, we can optimize the content and form of teaching videos and provide better teaching experience.
3. Intelligent CAI system: Based on big data technology, intelligent CAI system can be developed to provide personalized teaching suggestions and feedback for teachers by analyzing students' learning data and behaviors, so as to help teachers better understand students' learning progress and needs.
4. Learning analysis and prediction: Using big data technology, students' learning data can be analyzed and mined. Through learning analysis and prediction, students' learning situation can be evaluated and predicted, providing better learning support and guidance for students and teachers.
5. Online assessment and examination system: Big data technology can be applied to online assessment and examination system. By analyzing students' answering data and behavior, personalized evaluation and feedback can be provided to help students improve their learning effect and performance.