Modeling dwell time to predict click-level satisfaction

作者: Youngho Kim , Ahmed Hassan , Ryen W. White , Imed Zitouni

DOI: 10.1145/2556195.2556220

关键词:

摘要: … Section 4 proposes our method to model click dwell time and provides dwell time analysis. In Section 5, we describe a click satisfaction model. We present experimental results in …

参考文章(47)
James P. Callan, Kevyn Collins-Thompson, A Language Modeling Approach to Predicting Reading Difficulty. north american chapter of the association for computational linguistics. pp. 193- 200 ,(2004)
Susan T. Dumais, Ryen W. White, Blake Anderson, Qi Guo, Jue Wang, Predicting query performance using query, result, and user interaction features Adaptivity, Personalization and Fusion of Heterogeneous Information. pp. 198- 201 ,(2010) , 10.5555/1937055.1937104
Jerome H. Friedman, Greedy function approximation: A gradient boosting machine. Annals of Statistics. ,vol. 29, pp. 1189- 1232 ,(2001) , 10.1214/AOS/1013203451
Ana Justel, Daniel Peña, Rubén Zamar, A multivariate Kolmogorov-Smirnov test of goodness of fit Statistics & Probability Letters. ,vol. 35, pp. 251- 259 ,(1997) , 10.1016/S0167-7152(97)00020-5
A. Colin Cameron, Pravin K. Trivedi, Regression Analysis of Count Data ,(1998)
Paul Kidwell, Guy Lebanon, Kevyn Collins-Thompson, Statistical Estimation of Word Acquisition with Application to Readability Prediction empirical methods in natural language processing. pp. 900- 909 ,(2009) , 10.3115/1699571.1699630
Henry A. Feild, James Allan, Rosie Jones, Predicting searcher frustration international acm sigir conference on research and development in information retrieval. pp. 34- 41 ,(2010) , 10.1145/1835449.1835458
Mikhail Ageev, Qi Guo, Dmitry Lagun, Eugene Agichtein, Find it if you can: a game for modeling different types of web search success using interaction data international acm sigir conference on research and development in information retrieval. pp. 345- 354 ,(2011) , 10.1145/2009916.2009965
In-Ho Kang, GilChang Kim, Query type classification for web document retrieval international acm sigir conference on research and development in information retrieval. pp. 64- 71 ,(2003) , 10.1145/860435.860449