国际人工智能领域计量与可视化研究——基于AAAI年会论文的分析

Research by Scientometrics and Information Visualization in International Artificial Intelligence Field——Based on AAAI Conference Proceeding Papers

人工智能是当代工程科技前沿研究中的学科领域之一,也是国家科技发展规划的重点领域和优先主题。以EI Compendex数据库收录的国际人工智能领域权威学术会议AAAI2002-2011年的会议论文为研究对象,运用科学计量学方法和可视化技术,绘制当代国际人工智能领域的知识图谱,对包括国别、机构和作者在内的研究力量分布以及热点、前沿和所涉学科在内的主题内容进行分析和总结。此外,通过对知识图谱的深度解读,发现科学计量及可视化方法在探析学科领域研究主题时,既需改进自身的方法工具,也应与内容分析及作者行文模式等研究相结合。

Artificial Intelligence is currently one of the frontier subject in the field of engineering and technology study, and also main area and priority topic in national program for science and technology development. Based on proceeding papers in AAAI conference on Artificial Intelligence from EI Compendex during the period 2002 to 2011, the methods of scientometrics and visualization technology are used to draw up scientific knowledge mapping of domains of international artificial intelligence currently. And then ,the paper analysed and summarized the research power （including country, institution and author） and research theme referring to hot topics, research fronts and related classifications. In addition, based on the deep interpretation of the knowledge mapping, the paper revealed that the method of scientometrics and information visualization should be combined with content analysis method, behavioral patterns in writing scientific articles and other factors to explore disciplinary themes.