With this goal, we present a Context Prototype-Aware Learning (CPAL) strategy, which leverages semantic context to enrich instance comprehension. The core of this method is to accurately capture intra-class variations in object features through context-aware prototypes, facilitating the adaptation to ...
模型包含Prototype Selector和Context-Aware Neural Editor两部分,其中Prototype Selector是用来检索prototype query-response pair,Context-Aware Neural Editor对于检索到的四元组()执行生成操作。模型结构如下图所示: 2.2.1 Prototype Selector Prototype Selector解决的是如何召回训练需要的prototype query-response pair--...
The feasibility and applicability of our approach is demonstrated by a laboratory lecture case study, and respectively by a context-aware learning prototype that was developed using RFID technology for sensing of nearby persons and physical resources. 展开 ...
We design a response editing model, where an edit vector is formed by considering differences between a prototype context and a current context, and then the edit vector is fed to a decoder to revise the prototype response for the current context. Experiment results on a large scale dataset ...
Yunli WangZhoujun LiMing ZhouAssociation for the Advancement of Artificial Intelligence (AAAI)National Conference on Artificial IntelligenceYu Ping Wu, Furu Wei, Shaohan Huang, Zhoujun Li, and Ming Zhou. Response generation by context-aware prototype editing. 2019....
2.3 Context-Aware approach and adaptive mechanism The Context-Aware Approach takes players as the core element. This approach continuously adjusts the learning content or curriculum to fit the level of the learner, intending to optimise learning efficiency, increase student engagement, and address eac...
The functionality encapsulated in the infrastructure handles the common, time-consuming and low-level details in learning context processing and content management. The architectural design and enabling technologies are described in detail. Finally, the prototype implementation and preliminary experimental ...
It starts with a brief overview of context-aware computing and presents a system architecture that facilitates context capture, context integration, and delivery of context-relevant teaching and learning material through integration with virtual learning environments. This is followed by discussion of a ...
• Presented an overview of context-aware ubiquitous learning environment systems and approaches • Described research challenges and future research directions Sezer et al. [20 ] 2018 • Presented an overview of IoT • Reviewed the fields such as ubiquitous and pervasive computing, ambient ...
Learning Pathways White papers, Ebooks, Webinars Customer Stories Partners Open Source GitHub Sponsors Fund open source developers The ReadME Project GitHub community articles Repositories Topics Trending Collections Enterprise Enterprise platform AI-powered developer platform Available add-ons ...