Automatic generation of topic pages using query-based aspect models
|Automatic generation of topic pages using query-based aspect models|
|Author(s)||Balasubramanian N., Cucerzan S.|
|Published in||International Conference on Information and Knowledge Management, Proceedings|
|Keyword(s)||Aspect models, Query logs, Topic pages (Extra: Aspect model, Automatic Generation, Query logs, Sentence ordering, Sentence selection, Web searches, Wikipedia, Knowledge management, World Wide Web)|
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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.
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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