Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/www2012/paper/518> ?p ?o. }
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- 518 creator alex-bocharov.
- 518 creator eric-horvitz.
- 518 creator jaime-teevan.
- 518 creator kira-radinsky.
- 518 creator krysta-svore.
- 518 creator susan-dumais.
- 518 type InProceedings.
- 518 label "Learning and Predicting Behavioral Dynamics on the Web".
- 518 sameAs 518.
- 518 abstract "Users’ behaviors on theWeb shift over time in terms of pages of interest to users, queries issued to a search engine, and the underlying informational goals behind the queries. We examine how to model and predict user behavior on theWeb over time. We explore several modeling approaches and de- velop a temporal modeling framework adapted from physics and signal processing that can be used for predicting user behavior. We also explore other dynamics of the Web, such as the detection of periodicities and surprises. We develop a learning procedure that can be used to construct models of users’ behaviors based on features of present and histor- ical behaviors. The results of experiments indicate that, by learning how to predict user behavior using our framework, we can achieve significant improvements in prediction and explicitly learn when to apply each of a set of behavior pre- diction models.".
- 518 hasAuthorList authorList.
- 518 isPartOf proceedings.
- 518 keyword "Query log mining".
- 518 keyword "Temporal User Behavior prediction".
- 518 keyword "Temporal data analysis".
- 518 keyword "Web dynamics and search".
- 518 title "Learning and Predicting Behavioral Dynamics on the Web".