Publications of Julia Kiseleva

Predicting Mobile Users Behavior

Conference Publications 

Towards Learning Reward Functions from User Interactions

Ziming Li, Julia Kiseleva, Maarten de Rijke, Artem Grotov. The 3rd Annual International ACM SIGIR International Conference on the Theory of Information Retrieval Conference on Research and Development in Information Retrieval (ICTIR 2017)


Evaluating Personal Assistants on Mobile Devices  

Julia Kiseleva, Maarten de Rijke. First International Workshop on Conversational Approaches to Information Retrieval (CAIR 2017)  


Modeling Label Ambiguity for Neural List-Wise Learning to Rank  

Rolf Jagerman, Julia Kiseleva, Maarten de Rijke. Second Workshop on Neural Information Retrieval (Neu-IR 2018) and Development in Information Retrieval (SIGIR 2016)


Predicting User Satisfaction with Intelligent Assistants  (Slides)

Julia Kiseleva, Kyle Williams, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos. The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016)


Is This Your Final Answer? Evaluating the Effect of Answer on Good Abandonment in Mobile Search

Kyle Williams, Julia Kiseleva, Aidan C Crook, Imed Zitouni, Ahmed Hassan, Madian Khabsa. The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016)


Detecting Good Abandonment in Mobile Search (Slides)

Kyle Williams, Julia Kiseleva, Aidan C Crook, Imed Zitouni, Ahmed Hassan, Madian Khabsa.  The 25th International World Wide Web Conference (WWW 2016)


Understanding User Satisfaction with Intelligent Assistants (Slides)

Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Hassan Awadallah, Aidan C Crook, Imed Zitouni, Tasos Anastasakos. The 1st ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016)


Behavioral Dynamics from the SERP’s Perspective: What are Failed SERPs and How to Fix Them? (Slides)

Julia Kiseleva, Jaap Kamps, Vadim Nikulin, Nikita Makarov. The 24th ACM International on Conference on Information and Knowledge Management (CIKM 2015)


Where to Go on Your Next Trip? Optimizing Travel Destinations Based on User Preferences (Slides)

Julia Kiseleva, Melanie J. I. Müller, Lucas Bernardi, Chad Davis, Ivan Kovacek, Mats Stafseng Einarsen, Jaap Kamps, Alexander Tuzhilin, Djoerd Hiemstra.  The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)


Relevance-aware Filtering of Tuples Sorted by an Attribute Value via Direct Optimization of Search Quality Metrics

Nikita V. Spirin, Mikhail Kuznetsov, Julia Kiseleva, Yaroslav V. Spirin, Pavel A. Izhutov. The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)


Using Contextual Information to UnderstandSearching and Browsing Behavior  

Julia Kiseleva. The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)


On the Reusability of Open Test Collections

Seyyed Hadi Hashemi, Charles L.A. Clarke, Adriel Dean-Hall, Jaap Kamps, Julia Kiseleva. The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)


Modelling and Detecting Changes in User Satisfaction (Slides)

Julia Kiseleva, Eric Crestan, Riccardo Brigo, Roland Dittel.  The 23rd ACM International on Conference on Information and Knowledge Management (CIKM 2014)


Applying Learning to Rank Techniques to Contextual Suggestions

Julia Kiseleva, Alejandro Montes García, Yongming Luo, Jaap Kamps, Mykola Pechenizkiy, Paul De Bra. The 23rd Text REtrieval Conference (TREC 2015)


Context mining and integration into predictive web analytics

Julia Kiseleva. The 22nd International World Wide Web Conference (WWW 2013)


Mining query structure from click data: A case study of product queries

Julia Kiseleva, Eugene Agichtein, Daniel Billsus.  The 20th ACM Conference on Information and Knowledge Management (CIKM 2011)


Unsupervised query segmentation using click data: preliminary results

Julia Kiseleva, Qi Guo, Eugene Agichtein, Daniel Billsus, Wei Chai.  The 25th International World Wide Web Conference (WWW 2010)

Workshop Publications

The Impact of Technical Domain Expertise on Search Behavior and Task Outcome (Slides)

Julia Kiseleva, Alejandro Montes García, Jaap Kamps, Nikita Spirin. Workshop on Query Understanding and Reformulation for Mobile and Web Search (WSDM Workshops 2016)


The Continuous Cold Start Problem in e-Commerce Recommender Systems (Slides)

Lucas Bernardi, Jaap Kamps, Julia Kiseleva, Melanie JI Müller. The 2nd Workshop on New Trends in Content-Based Recommender Systems (CBRecSys 2016)


Decomposing a Sequence into Independent Subsequences Using Compression Algorithms

Hoang Thanh Lam, Julia Kiseleva, Mykola Pechenizkiy, Toon Calders. The Interactive Data Exploration and Analytics Workshop at KDD (IDEA 2014)


Predicting Current User Intent with Contextual Markov Models (Slides)

Julia Kiseleva, Hoang Thanh Lam, Mykola Pechenizkiy, Toon Calders.  The  IEEE 13th International Conference on Data Mining Workshops (ICDM Workshops 2013)


Discovering temporal hidden contexts in web sessions for user trail prediction

Julia Kiseleva, Hoang Thanh Lam, Mykola Pechenizkiy, Toon Calders. The Workshops at the 22nd International Conference on World Wide Web companion (TempWeb 2013)


Other

Beyond Movie Recommendations: Solving the Continuous Cold Start Problem in E-commerce Recommendations

Julia Kiseleva, Alexander Tuzhilin, Jaap Kamps, Melanie J.I. Mueller, Lucas Bernardi, Chad Davis, Ivan Kovacek, Mats Stafseng Einarsen, Djoerd Hiemstra


Contextual Search and Exploration

Julia Kiseleva, Jaap Kamps, Charles L A Clarke.  Volume 573 of the series Communications in Computer and Information Science, pp 3-23, 2015


Exploring synonyms within large commercial site search engine queries

Julia Kiseleva, Andrey Simanovsky. HPL Technical Reports 2011


Exploring Influence and Interests Among Users Within Social Networks

Jose Simoes, Julia Kiseleva, Elena Sivogolovko, Boris Novikov. Chapter in Computational Social Networks, pp 177-206, 2012 

See more details on my ResearchGate 

Made with Qards