Comments-oriented document summarization: Understanding documents with readers' feedback

• Main Authors: HU, Meishan, SUN, Aixin, LIM, Ee Peng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2008
• Subjects: Blog; Comments; Document summarization; Graph-based scoring; Tensor-based scoring; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/330; https://ink.library.smu.edu.sg/context/sis_research/article/1329/viewcontent/sun_sigir08.pdf
• Institution: Singapore Management University

Comments left by readers on Web documents contain valuable information that can be utilized in different information retrieval tasks including document search, visualization, and summarization. In this paper, we study the problem of comments-oriented document summarization and aim to summarize a Web...