-
Chapter and Conference Paper
VizChat: Enhancing Learning Analytics Dashboards with Contextualised Explanations Using Multimodal Generative AI Chatbots
Learning analytics dashboards (LADs) serve as pivotal tools in transforming complex learner data into actionable insights for educational stakeholders. Despite their potential, the effectiveness of LADs, parti...
-
Chapter and Conference Paper
Physiological Synchrony and Arousal as Indicators of Stress and Learning Performance in Embodied Collaborative Learning
Advancements in sensing technologies, artificial intelligence (AI) and multimodal learning analytics (MMLA) are making it possible to model learners’ affective and physiological states. Physiological synchrony...
-
Chapter and Conference Paper
Analysing Verbal Communication in Embodied Team Learning Using Multimodal Data and Ordered Network Analysis
In embodied team learning activities, students are expected to learn to collaborate with others while freely moving in a physical learning space to complete a shared goal. Students can thus interact in various...
-
Chapter and Conference Paper
Characterising Individual-Level Collaborative Learning Behaviours Using Ordered Network Analysis and Wearable Sensors
Wearable positioning sensors are enabling unprecedented opportunities to model students’ procedural and social behaviours during collaborative learning tasks in physical learning spaces. Emerging work in this ...
-
Article
Open AccessCell-lineage controlled epigenetic regulation in glioblastoma stem cells determines functionally distinct subgroups and predicts patient survival
There is ample support for developmental regulation of glioblastoma stem cells. To examine how cell lineage controls glioblastoma stem cell function, we present a cross-species epigenome analysis of mouse and ...
-
Article
Open AccessFocal amplifications are associated with chromothripsis events and diverse prognoses in gastric cardia adenocarcinoma
The role of focal amplifications and extrachromosomal DNA (ecDNA) is unknown in gastric cardia adenocarcinoma (GCA). Here, we identify frequent focal amplifications and ecDNAs in Chinese GCA patient samples, a...
