论文信息 - Dynamics of Genre and Domain Intents

Dynamics of Genre and Domain Intents

As the type of content available on the web is becoming increasingly diverse, a particular challenge is to properly determine the types of documents sought by a user, that is the domain intent (e.g. image, video) and/or the genre intent (e.g. blog, wikipedia). In this paper, we analysed the Microsoft 2006 RFP click dataset to obtain an understanding of domain and genre intents and their dynamics i.e. how intents evolve within search sessions and their effect on query reformulation.

[1] Nick Craswell,et al. Proceedings of the 2009 workshop on Web Search Click Data, WSCD@WSDM 2009, Barcelona, Spain, February 9, 2009 , 2009, WSCD@WSDM.

[2] Koby Crammer,et al. On the Learnability and Design of Output Codes for Multiclass Problems , 2002, Machine Learning.

[3] Kuan-Yu He,et al. Improving Identification of Latent User Goals through Search-Result Snippet Classification , 2007 .

[4] Kurt Hornik,et al. Support Vector Machines in R , 2006 .

[5] Fernando Diaz,et al. Sources of evidence for vertical selection , 2009, SIGIR.