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|Title:||Product review summarization from a deeper perspective||Authors:||Ly, D.K.
|Issue Date:||2011||Citation:||Ly, D.K.,Sugiyama, K.,Lin, Z.,Kan, M.-Y. (2011). Product review summarization from a deeper perspective. Proceedings of the ACM/IEEE Joint Conference on Digital Libraries : 311-314. ScholarBank@NUS Repository. https://doi.org/10.1145/1998076.1998134||Abstract:||With product reviews growing in depth and becoming more numerous, it is growing challenge to acquire a comprehensive understanding of their contents, for both customers and product manufacturers. We built a system that automatically summarizes a large collection of product reviews to generate a concise summary. Importantly, our system not only extracts the review sentiments but also the underlying justification for their opinion. We solve this problem through a novel application of clustering and validate our approach through an empirical study, obtaining good performance as judged by F-measure (the harmonic mean of purity and inverse purity). © 2011 ACM.||Source Title:||Proceedings of the ACM/IEEE Joint Conference on Digital Libraries||URI:||http://scholarbank.nus.edu.sg/handle/10635/43244||ISBN:||9781450307444||ISSN:||15525996||DOI:||10.1145/1998076.1998134|
|Appears in Collections:||Staff Publications|
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