Title :
A Novel Approach to Multi-document Summarization
Author :
Qiu, Li-Qing ; Pang, Bin ; Lin, Sai-Qun ; Chen, Peng
Author_Institution :
Beihang Univ., Beijing
Abstract :
In the paper we have studied the application of document sets categorization and different features combination in the summarization. The most important work is that we implement an improved extractive summarizer, which analyzes the document sets and decides the categories of the documents using different summarization strategies. The novel summarizer with categorization has confirmed better than summarizer without categorization.
Keywords :
document handling; feature extraction; document sets categorization; extractive summarizer; features combination; multidocument summarization; summarization strategies; Application software; Data mining; Expert systems; Fires; Machine learning; Pipelines; Programming; Solar power generation; Spatial databases; Training data;
Conference_Titel :
Database and Expert Systems Applications, 2007. DEXA '07. 18th International Workshop on
Conference_Location :
Regensburg
Print_ISBN :
978-0-7695-2932-5
DOI :
10.1109/DEXA.2007.32
