%0 Journal Article %1 Fan2004dsstwostage %A Fan, Weiguo %A Gordon, Michael D. %A Pathak, Praveen %D 2006 %J Decision Support Systems %K Information Mining Personalization, Retrieval, Routing, Text algorithms, genetic programming, %N 1 %P 362--374 %R doi:10.1016/j.dss.2005.01.007 %T A two stage integrated model for intelligent information routing %U http://filebox.vt.edu/users/wfan/pub_area.html %V 42 %X A recent surge of subscriptions to online news services exemplifies the fact that people and organizations constantly need up-to-date information to stay competitive and make better informed decisions. However, many of these news services often require users to either manually input their profiles or subscribe to existing news channel. This results in lack of intelligence and personalization, and thus make them less attractive to users. In this paper, an integrated model that combines query expansion with ranking function adaptation for online information routing is proposed and tested using two different large scale corpora. The experimental results show that this new model can deliver much better quality information than existing models.

@article{Fan2004dsstwostage, abstract = {A recent surge of subscriptions to online news services exemplifies the fact that people and organizations constantly need up-to-date information to stay competitive and make better informed decisions. However, many of these news services often require users to either manually input their profiles or subscribe to existing news channel. This results in lack of intelligence and personalization, and thus make them less attractive to users. In this paper, an integrated model that combines query expansion with ranking function adaptation for online information routing is proposed and tested using two different large scale corpora. The experimental results show that this new model can deliver much better quality information than existing models.}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Fan, Weiguo and Gordon, Michael D. and Pathak, Praveen}, biburl = {https://www.bibsonomy.org/bibtex/290b5f2e8e5a31e884be2c8ff940547a3/brazovayeye}, doi = {doi:10.1016/j.dss.2005.01.007}, interhash = {1b5c8978115a91ac6a7306dfab106b45}, intrahash = {90b5f2e8e5a31e884be2c8ff940547a3}, journal = {Decision Support Systems}, keywords = {Information Mining Personalization, Retrieval, Routing, Text algorithms, genetic programming,}, month = {October}, number = 1, pages = {362--374}, timestamp = {2008-06-19T17:39:23.000+0200}, title = {A two stage integrated model for intelligent information routing}, url = {http://filebox.vt.edu/users/wfan/pub_area.html}, volume = 42, year = 2006 }