Exploring Evolutionary Technical Trends From Academic Research Papers

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题名:	Exploring Evolutionary Technical Trends From Academic Research Papers
作者:	Fan,TK;Chang,CH
贡献者:	資訊工程學系
日期:	2010
上传时间:	2012-03-27 18:55:41 (UTC+8)
出版者:	國立中央大學
摘要:	Technical terms are vital elements for understanding the techniques used in academic research papers, and in this paper, we use focused technical terms to explore technical trends in the research literature The major purpose of this work is to understand the relationship between techniques and research topics to better explore technical trends We define this new text issue and apply machine learning algorithms for solving this problem by (1) recognizing focused technical terms From research papers, (2) classifying these terms into predefined technology categories. (3) analyzing the evolution of technical trends The dataset consists of 656 papers collected From well-known conferences on ACM The experimental results indicate that our proposed methods can effectively explore interesting evolutionary technical trends in various research topics
關聯:	JOURNAL OF INFORMATION SCIENCE AND ENGINEERING
显示于类别:	[資訊工程學系] 期刊論文

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