Cognition-Based Context-Aware Cloud Computing for Intelligent Robotic Systems in Mobile Education
文献类型：期刊论文
| 作者 | Jianbo Zheng; Qieshi Zhang; Shihao Xu; Hong Peng; Qin Wu |
| 刊名 | IEEE Access
 |
| 出版日期 | 2018 |
| 文献子类 | 期刊论文 |
| 英文摘要 | At present, articial intelligence (AI) has made considerable progress in recognition of speech, face, and emotion. Potential application to robots could bring signicant improvement on intelligent robotic systems. However, limited resource on robots cannot satisfy the large-scale computation and storage that the AI recognition requires. Cloud provides an efcient way for robots, where they off-load the computation too. Therefore, we present a cognition-based context-aware cloud computing framework, which is designed to help robot's sense environments including user's emotions. Based on the recognized context information, robots could optimize their responses and improve the user's experience on interaction. The framework contains a customizable context monitoring system on the mobile end to collect and process the data from the robot's sensors. Besides, it integrates various AI recognition services in the cloud to extract the context facts by analyzing and understanding the data. Once the context data is extracted, the results are pushed back to mobile end for making a better decision in the next interactions. In this paper, we demonstrate and evaluate the framework by a real case, an educational mobile app for English learning. The results show that the proposed framework could signicantly improve the interaction and intelligence of mobile robots. |
| URL标识 | 查看原文 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/13587]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 推荐引用方式 GB/T 7714 | Jianbo Zheng,Qieshi Zhang,Shihao Xu,et al. Cognition-Based Context-Aware Cloud Computing for Intelligent Robotic Systems in Mobile Education[J]. IEEE Access,2018. |
| APA | Jianbo Zheng,Qieshi Zhang,Shihao Xu,Hong Peng,&Qin Wu.(2018).Cognition-Based Context-Aware Cloud Computing for Intelligent Robotic Systems in Mobile Education.IEEE Access. |
| MLA | Jianbo Zheng,et al."Cognition-Based Context-Aware Cloud Computing for Intelligent Robotic Systems in Mobile Education".IEEE Access (2018). |
入库方式： OAI收割
来源：深圳先进技术研究院
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