VizChat: Enhancing Learning Analytics Dashboards with Contextualised Explanations Using Multimodal Generative AI Chatbots.
Lixiang YanLinxuan ZhaoVanessa EcheverríaYueqiao JinRiordan AlfredoXinyu LiDragan GasevicRoberto Martínez-MaldonadoPublished in: AIED (2) (2024)
Keyphrases
- enhancing learning
- business intelligence
- artificial intelligence
- key performance indicators
- generative model
- learning analytics
- expert systems
- data mining
- ai systems
- case study
- intelligent systems
- machine learning
- big data
- multi modal
- data driven
- knowledge representation and reasoning
- knowledge based systems
- data warehouse
- case based reasoning
- step by step instructions
- ai technologies
- ai community
- decision making
- predictive modeling
- microsoft office
- ai methods
- unsupervised learning
- sql server
- knowledge representation
- data analysis
- multimedia
- visual analytics
- causal models
- audio visual
- knowledge management
- business information
- social media
- hidden markov models
- generating explanations