人工智能领域知识图谱构建与分析

摘要

近年来人工智能技术成为学术界和产业界的研究焦点,基于领域科技文献对人工智能相关技术脉络的发展进行分析和研究有助于科研人员掌握相关技术发展方向,同时为国家制定相关政策措施提供了大数据支撑。美国人工智能协会年会(AAAI)和人工智能国际联合大会(IJCAI)是人工智能领域最主要的学术会议,众多领先的AI科技成果在上述会议期间被提出。论文对最近十余年的AAAI和IJCAI会议中的论文集进行了整理分析和挖掘,构建了包含500000个反映研究主题、研究人员等实体及其关系的三元组的人工智能领域知识图谱,并在此基础上对人工智能领域的研究热点和发展趋势进行了分析和讨论。In recent years,artificial intelligence technology has become the focus of research in academia and industry.The analysis and research on the development of artificial intelligence related technology based on the field scientific literature will help researchers grasp the relevant technology development direction and provide big data support for the country to formulate relevant policy measures.The American Association of Artificial Intelligence Annual Meeting(AAAI)and the International Joint Conference on Artificial Intelligence(IJCAI)are the leading academic conferences in the field of artificial intelligence,and many leading AI technology achievements are presented during the above-mentioned conference.This paper analyzes and mines the collections of AAAI and IJCAI conferences in the past ten years,and constructs an artificial intelligence domain knowledge graph containing 500,000 triples reflecting research topics,researchers and their relationships.On this basis,the research hotspots and development trends in the field of artificial intelligence are analyzed and discussed.

作者赵毓诚陈建军ZHAO Yucheng;CHEN Jianjun(College of Computer Science and Technology,Shenyang Aerospace University,Shenyang 110136;Shenyang Northern Software College of Information Technology,Shenyang 110000)

机构地区沈阳航空航天大学计算机学院沈阳北软信息职业技术学院

出处《计算机与数字工程》 2021年第3期514-520,共7页Computer & Digital Engineering

基金教育部人文社会科学研究青年基金项目(编号:17YJCZH003) 辽宁省自然科学基金项目(编号:20170540696)资助。

关键词知识图谱人工智能 AAAI IJCAIknowledge graph artificial intelligence AAAI IJCAI

分类号TP3 [自动化与计算机技术—计算机科学与技术]