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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
ISSN/eISSN1307-6892
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
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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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