Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/www2012/paper/286> ?p ?o. }
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- 286 creator eugene-agichtein.
- 286 creator qi-guo.
- 286 type InProceedings.
- 286 label "Beyond Dwell Time: Estimating Document Relevance from Cursor Movements and other Post-click Searcher Behavior".
- 286 sameAs 286.
- 286 abstract "Clickthrough and dwell time have been shown valuable for inferring search result relevance, but the interpretation of these signals can vary substantially for different tasks and users. We show that that post-click searcher behavior, such as cursor movement and scrolling, provides essential clues for better estimating document relevance. To this end, we identify patterns of examination and interaction behavior that correspond to viewing a relevant or non-relevant document, and design features to capture these patterns automatically. To our knowledge, this work is the first to successfully incorporate post-click searcher interactions such as cursor movements and scrolling on the landing page for estimating document relevance. We evaluate our model on a dataset collected from a controlled user study that contains interactions gathered from hundreds of unique queries, result clicks, and page examinations. The experimental results show that our method is significantly more effective than using dwell time information alone, both for estimating the explicit judgments of each user, and for re-ranking the results using the estimated relevance.".
- 286 hasAuthorList authorList.
- 286 isPartOf proceedings.
- 286 keyword "cursor movement analysis".
- 286 keyword "post-click search behavior".
- 286 keyword "relevance estimation".
- 286 title "Beyond Dwell Time: Estimating Document Relevance from Cursor Movements and other Post-click Searcher Behavior".