Burst analysis for automatic concept map creation with a single document
作者:
Highlights:
• We propose a new method to build a concept map from burst intervals.
• The concept map from proposed method depicts a story flow of the text content.
• It shows comparable or better performance than the co-occurrence method.
• Proposed method is robust to frequent unimportant words.
• This approach can be used as a helpful tool to previously understand the content.
摘要
•We propose a new method to build a concept map from burst intervals.•The concept map from proposed method depicts a story flow of the text content.•It shows comparable or better performance than the co-occurrence method.•Proposed method is robust to frequent unimportant words.•This approach can be used as a helpful tool to previously understand the content.
论文关键词:Burst analysis,Concept map,Word relation,Content analysis,Text summarization
论文评审过程:Received 7 April 2015, Revised 6 June 2015, Accepted 16 July 2015, Available online 30 July 2015, Version of Record 29 August 2015.
论文官网地址:https://doi.org/10.1016/j.eswa.2015.07.034