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Steven S. Gribble

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Steven S. Gribble

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Publications by Steven S. Gribble (bibliography)

» 2007 «

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Adar, Eytan, Weld, Daniel S., Bershad, Brian N. and Gribble, Steven S. (2007): Why we search: visualizing and predicting user behavior. In: Proceedings of the 2007 International Conference on the World Wide Web 2007. pp. 161-170. Available online

“The aggregation and comparison of behavioral patterns on the WWW represent a tremendous opportunity for understanding past behaviors and predicting future behaviors. In this paper, we take a first step at achieving this goal. We present a large scale study correlating the behaviors of Internet users on multiple systems ranging in size from 27 million queries to 14 million blog posts to 20,000 news articles. We formalize a model for events in these time-varying datasets and study their correlation. We have created an interface for analyzing the datasets, which includes a novel visual artifact, the DTWRadar, for summarizing differences between time series. Using our tool we identify a number of behavioral properties that allow us to understand the predictive power of patterns of use.”

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