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Web Mining and Search

Web search is the main direction of Yandex services. Current search technologies and pipelines include many algorithms based on our research. These algorithms underlie the design of data collection systems (like Yandex Toloka), user metrics, learning to rank models, etc.
Practical Aspects of Sensitivity in Online Experimentation with User Engagement Metrics
A. DrutsaA. UfliandG. Gusev
2015, CIKM
Generalized Team Draft Interleaving
E. KharitonovC. MacdonaldI. OunisP. Serdyukov
2015, CIKM
An Optimization Framework for Propagation of Query-Document Features by Query Similarity Functions
M. ZhukovskiyT. KhatkevichG. GusevP. Serdyukov
2015, CIKM
Behavioral Dynamics from the SERP’s Perspective: What are Failed SERPs and How to Fix Them?
V. NikulinJ. KiselevaJ. KampsN. Makarov
2015, CIKM
On the Effect of “Stupid” Search Components on User Interaction with Search Engines
L. GrauerA. Lomakina
2015, CIKM
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