Pavel Serdyukov

Unknown affiliation

Research Expertise

Information Retrieval
Data Mining
Practical Machine Learning
Information Systems
Theoretical Computer Science
Artificial Intelligence
Software
Signal Processing
Computer Vision and Pattern Recognition
Computer Networks and Communications
Library and Information Sciences
Information Systems and Management
Computer Science Applications
Media Technology
Hardware and Architecture
Management Information Systems

Publications

Placing flickr photos on a map
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
2009
HARD Track Overview in TREC 2004: High Accuracy Retrieval from Documents
Unknown Venue
2004
Expertise Retrieval
Foundations and Trends® in Information Retrieval
2012
Context-Aware Neural Machine Translation Learns Anaphora Resolution
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
2018
Prediction of retweet cascade size over time
Proceedings of the 21st ACM international conference on Information and knowledge management
2012
A Neural Click Model for Web Search
Proceedings of the 25th International Conference on World Wide Web
2016
Modeling multi-step relevance propagation for expert finding
Proceedings of the 17th ACM conference on Information and knowledge management
2008
Automatic tagging and geotagging in video collections and communities
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
2011
Using flickr geotags to predict user travel behaviour
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
2010
The where in the tweet
Proceedings of the 20th ACM international conference on Information and knowledge management
2011
Modeling Documents as Mixtures of Persons for Expert Finding
Lecture Notes in Computer Science
Personalized Landmark Recommendation Based on Geotags from Photo Sharing Sites
Proceedings of the International AAAI Conference on Web and Social Media
2021
Entity ranking using Wikipedia as a pivot
Proceedings of the 19th ACM international conference on Information and knowledge management
2010
Click model-based information retrieval metrics
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
2013
Web-based Startup Success Prediction
Proceedings of the 27th ACM International Conference on Information and Knowledge Management
2018
An analysis of queries intended to search information for children
Proceedings of the third symposium on Information interaction in context
2010
Structured Document Retrieval, Multimedia Retrieval, and Entity Ranking Using PF/Tijah
Focused Access to XML Documents
2008
Predicting the Audience Size of a Tweet
Proceedings of the International AAAI Conference on Web and Social Media
2021
Query log analysis in the context of information retrieval for children
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
2010
Future User Engagement Prediction and Its Application to Improve the Sensitivity of Online Experiments
Proceedings of the 24th International Conference on World Wide Web
2015
Personalization of web-search using short-term browsing context
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13
2013
A Context-aware Time Model for Web Search
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval
2016
Nontrivial landmark recommendation using geotagged photos
ACM Transactions on Intelligent Systems and Technology
2013
Exploiting sequential dependencies for expert finding
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
2008
Query recommendation for children
Proceedings of the 21st ACM international conference on Information and knowledge management
2012
A combined topical/non-topical approach to identifying web sites for children
Proceedings of the fourth ACM international conference on Web search and data mining
2011
Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
2016
Can high-order dependencies improve mutual information based feature selection?
Pattern Recognition
2016
Evaluating aggregated search using interleaving
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13
2013
Using Intent Information to Model User Behavior in Diversified Search
Lecture Notes in Computer Science
2013
Web page classification on child suitability
Proceedings of the 19th ACM international conference on Information and knowledge management
2010
Sequential Testing for Early Stopping of Online Experiments
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval
2015
Online Exploration for Detecting Shifts in Fresh Intent
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management
2014
Intent models for contextualising and diversifying query suggestions
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13
2013
User model-based metrics for offline query suggestion evaluation
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
2013
Good abandonments in factoid queries
Proceedings of the 21st International Conference on World Wide Web
2012
Database Selection and Result Merging in P2P Web Search
Databases, Information Systems, and Peer-to-Peer Computing
Learning Sensitive Combinations of A/B Test Metrics
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining
2017
WSCD2013
Proceedings of the sixth ACM international conference on Web search and data mining
2013
Gathering Additional Feedback on Search Results by Multi-Armed Bandits with Respect to Production Ranking
Proceedings of the 24th International Conference on World Wide Web
2015
Engagement Periodicity in Search Engine Usage
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining
2015
Automatic People Tagging for Expertise Profiling in the Enterprise
Lecture Notes in Computer Science
2011
Combining document- and paragraph-based entity ranking
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
2008
Building a Desktop Search Test-Bed
Lecture Notes in Computer Science
Query recommendation in the information domain of children
Journal of the Association for Information Science and Technology
2014
The Community and the Crowd: Multimedia Benchmark Dataset Development
IEEE MultiMedia
2012
Modeling clicks beyond the first result page
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13
2013
Potential good abandonment prediction
Proceedings of the 21st International Conference on World Wide Web
2012
Periodicity in User Engagement with a Search Engine and Its Application to Online Controlled Experiments
ACM Transactions on the Web
2017
Actualization of query suggestions using query logs
Proceedings of the 21st International Conference on World Wide Web
2012
Generation of time response of linear and nonlinear dynamic systems using autoencoders
LatinX in AI at Neural Information Processing Systems Conference 2019
2019
Recency ranking by diversification of result set
Proceedings of the 20th ACM international conference on Information and knowledge management
2011
Generalized Team Draft Interleaving
Proceedings of the 24th ACM International on Conference on Information and Knowledge Management
2015
Modeling expert finding as an absorbing random walk
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
2008
Optimised Scheduling of Online Experiments
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval
2015
Enterprise and desktop search
Proceedings of the 19th international conference on World wide web
2010
Search for expertise : going beyond direct evidence
Unknown Venue
Using the Delay in a Treatment Effect to Improve Sensitivity and Preserve Directionality of Engagement Metrics in A/B Experiments
Proceedings of the 26th International Conference on World Wide Web
2017
Empirical validation of the buckley-osthus model for the web host graph
Proceedings of the 21st ACM international conference on Information and knowledge management
2012
Finding Wormholes with Flickr Geotags
Lecture Notes in Computer Science
2010
Parameter-free discovery and recommendation of areas-of-interest
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
2014
Log-based personalization
Proceedings of the 7th ACM international conference on Web search and data mining
2014
The first joint international workshop on entity-oriented and semantic search (JIWES)
ACM SIGIR Forum
2012
The Right Expert at the Right Time and Place
Practical Aspects of Knowledge Management
2008
An Optimization Framework for Weighting Implicit Relevance Labels for Personalized Web Search
Proceedings of the 24th International Conference on World Wide Web
2015
Demographic context in web search re-ranking
Proceedings of the 21st ACM international conference on Information and knowledge management
2012
An Optimization Framework for Remapping and Reweighting Noisy Relevance Labels
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval
2016
Riemannian Optimization for Skip-Gram Negative Sampling
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
2017
Personalizing Aggregated Search
Lecture Notes in Computer Science
2014
The first international workshop on entity-oriented search (EOS)
ACM SIGIR Forum
2012
Enhancing Expert Search Through Query Modeling
Lecture Notes in Computer Science
2007
Timely crawling of high-quality ephemeral new content
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13
2013
Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering
2016 IEEE 16th International Conference on Data Mining (ICDM)
2016
Using Metafeatures to Increase the Effectiveness of Latent Semantic Models in Web Search
Proceedings of the 25th International Conference on World Wide Web
2016
Extreme States Distribution Decomposition Method for Search Engine Online Evaluation
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
2015
On the Relation Between Assessor's Agreement and Accuracy in Gamified Relevance Assessment
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval
2015
Vertical-Aware Click Model-Based Effectiveness Metrics
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management
2014
Georeferencing in Social Networks
Computer Communications and Networks
2012
How query extensions reflect search result abandonments
Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
2012
Generative modeling of persons and documents for expert search
Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
2007
The Benchmark as a Research Catalyst: Charting the Progress of Geo-prediction for Social Multimedia
Multimodal Location Estimation of Videos and Images
2014
Efficient XML and Entity Retrieval with PF/Tijah: CWI and University of Twente at INEX’08
Lecture Notes in Computer Science
2009
Search Engine Evaluation based on Search Engine Switching Prediction
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval
2015
Using historical click data to increase interleaving sensitivity
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13
2013
Gender-aware re-ranking
Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
2012
Linking wikipedia to the web
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
2010
Effective Online Evaluation for Web Search
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval
2019
HARD Track Overview in TREC 2003 High Accuracy Retrieval from Documents
Unknown Venue
2005
Blog track research at TREC
ACM SIGIR Forum
2010
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