Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/www2010/paper/main/414> ?p ?o. }
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- 414 creator andrew-tomkins.
- 414 creator flavio-chierichetti.
- 414 creator ravi-kumar.
- 414 type InProceedings.
- 414 label "Stochastic Models for Tabbed Browsing".
- 414 sameAs 414.
- 414 abstract "We present a model of tabbed browsing that represents a hybrid between a Markov process capturing the graph of web pages, and a branching process capturing the creation, splitting, and dying of tabs. We present a mathematical criterion to characterize whether the process has a steady state independent of initial conditions, and we show how to characterize the limiting behavior in both cases. We perform a series of experiments to compare our tabbed browsing model with pagerank, and show that tabbed browsing is able to explain from 15--25\% of the deviation between actual measured browsing behavior and the behavior predicted by the simple pagerank model. We find this to be a surprising result, as the tabbed browsing model does not make use of any notion of site popularity, but simply captures deviations in user likelihood to open and close tabs from a particular node in the graph.".
- 414 hasAuthorList authorList.
- 414 isPartOf proceedings.
- 414 keyword "Query log".
- 414 keyword "click trail".
- 414 keyword "traffic data mining".
- 414 title "Stochastic Models for Tabbed Browsing".