Automatic generation of topic pages using query-based aspect models

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Automatic generation of topic pages using query-based aspect models is a 2009 conference paper written in English by Balasubramanian N., Cucerzan S. and published in International Conference on Information and Knowledge Management, Proceedings.

[edit] Abstract

We investigate the automatic generation of topic pages as an alternative to the current Web search paradigm. We describe a general framework, which combines query log analysis to build aspect models, sentence selection methods for identifying relevant and non-redundant Web sentences, and a technique for sentence ordering. We evaluate our approach on biographical topics both automatically and manually, by using Wikipedia as reference. Copyright 2009 ACM.

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