发表状态 | 已发表Published |
题名 | AI Tutor: A Computer Science Domain Knowledge Graph-Based QA System on JADE platform |
作者 | |
发表日期 | 2020 |
发表期刊 | International Journal of Industrial and Manufacturing Systems Engineering
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ISSN/eISSN | 1307-6892 |
卷号 | 14期号:12页码:603-613 |
摘要 | In this paper, we proposed an AI Tutor using ontology and natural language process techniques to generate a computer science domain knowledge graph and answer users’ questions based on the knowledge graph. We define eight types of relation to extract relationships between entities according to the computer science domain text. The AI tutor is separated into two agents: learning agent and Question-Answer (QA) agent and developed on JADE (a multi-agent system) platform. The learning agent is responsible for reading text to extract information and generate a corresponding knowledge graph by defined patterns. The QA agent can understand the users’ questions and answer humans’ questions based on the knowledge graph generated by the learning agent. |
关键词 | Artificial intelligence Agent QA system Natural language process Knowledge graph |
URL | 查看来源 |
语种 | 英语English |
文献类型 | 期刊论文 |
条目标识符 | https://repository.uic.edu.cn/handle/39GCC9TT/7837 |
专题 | 理工科技学院 |
作者单位 | Beijing Normal University-Hong Kong Baptist University United International College (UIC) |
推荐引用方式 GB/T 7714 | Cui, Yingqi,Huang, Changran,Lee, Raymond S.T. AI Tutor: A Computer Science Domain Knowledge Graph-Based QA System on JADE platform[J]. International Journal of Industrial and Manufacturing Systems Engineering, 2020, 14(12): 603-613. |
APA | Cui, Yingqi, Huang, Changran, & Lee, Raymond S.T. (2020). AI Tutor: A Computer Science Domain Knowledge Graph-Based QA System on JADE platform. International Journal of Industrial and Manufacturing Systems Engineering, 14(12), 603-613. |
MLA | Cui, Yingqi,et al."AI Tutor: A Computer Science Domain Knowledge Graph-Based QA System on JADE platform". International Journal of Industrial and Manufacturing Systems Engineering 14.12(2020): 603-613. |
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