%0 Conference Paper %1 He07 %A He, Kuan-Yu %A Chang, Yao-Sheng %A Lu, Wen-Hsiang %B WI '07: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence %C Washington, DC, USA %D 2007 %I IEEE Computer Society %K QueryClassification WebSearchResults intent latent %P 683--686 %R http://dx.doi.org/10.1109/WI.2007.137 %T Improving Identification of Latent User Goals through Search-Result Snippet Classification %U http://portal.acm.org/citation.cfm?id=1331740.1331801&coll=GUIDE&dl=GUIDE %X In this paper, we propose an enhanced approach to improving our previous method which employs syntactic structures (verb-object pairs) to identify latent user goals. Our new approach employs a supervised-learning method to learn hint verbs and considers URL information and title information to classify snippets into three coarse categories, which are resource-seeking, informational, and navigational. Also, we propose three different models to identify three different categories of specific latent user goals from the classified snippets. %@ 0-7695-3026-5

@inproceedings{He07, abstract = {In this paper, we propose an enhanced approach to improving our previous method which employs syntactic structures (verb-object pairs) to identify latent user goals. Our new approach employs a supervised-learning method to learn hint verbs and considers URL information and title information to classify snippets into three coarse categories, which are resource-seeking, informational, and navigational. Also, we propose three different models to identify three different categories of specific latent user goals from the classified snippets.}, added-at = {2008-09-08T13:08:41.000+0200}, address = {Washington, DC, USA}, author = {He, Kuan-Yu and Chang, Yao-Sheng and Lu, Wen-Hsiang}, biburl = {https://www.bibsonomy.org/bibtex/2656867150c9753f1cc7518c642db45b4/mkroell}, booktitle = {WI '07: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence}, description = {Improving Identification of Latent User Goals through Search-Result Snippet Classification}, doi = {http://dx.doi.org/10.1109/WI.2007.137}, interhash = {6ecb8aafae6f85c33da855a5205927bb}, intrahash = {656867150c9753f1cc7518c642db45b4}, isbn = {0-7695-3026-5}, keywords = {QueryClassification WebSearchResults intent latent}, pages = {683--686}, publisher = {IEEE Computer Society}, timestamp = {2009-09-08T10:53:23.000+0200}, title = {Improving Identification of Latent User Goals through Search-Result Snippet Classification}, url = {http://portal.acm.org/citation.cfm?id=1331740.1331801&coll=GUIDE&dl=GUIDE}, year = 2007 }