Click Models for Web Search

Aleksandr Chuklin is a Software Engineer working on search problems at Google Switzerland. Apart from his projects at Google he is also working with the Information and Language Processing Systems group at the University of Amsterdam on a number of research topics. He received his MSc degree from the Moscow Institute of Physics and Technology in 2012. His main research interests are modeling and understanding user behavior on a search engine result page. Aleksandr has a number of publications on click models and their applications at SIGIR, CIKM, ECIR. He is also PC member of the CIKM and WSDM conferences. Ilya Markov is a postdoctoral researcher and SNF fellow at the University of Amsterdam. His research agenda builds around information retrieval methods for heterogeneous search environments. Ilya has experience in federated search, user behavior analysis, click models and effectiveness metrics. He is a PC member of leading IR conferences, such as SIGIR, WWW and ECIR, a PC chair of the RuSSIR 2015 summer school and a co-organizer of the IMine-2 task at NTCIR-12. Ilya is currently teaching an MSc course on web search and has previously taught information retrieval courses at the BSc and MSc levels and given tutorials at conferences and summer schools in IR (ECIR, RuSSIR). Maarten de Rijke is Professor of Computer Science at the University of Amsterdam. He leads a large team of researchers in information retrieval. His recent research focus is on (online) ranking and evaluation and on semantic search. Maarten has authored over 650 papers, many of which are core to this tutorial, and is Editor-in-Chief of ACM Transactions on Information Systems. He has supervised or is supervising over 40 Ph.D. students. He has taught at the primary school, high school, BSc, MSc and Ph.D. levels, as well as for general audiences, with recent tutorials at ECIR, ESSIR and SIGIR.

• Acknowledgments.- Introduction.- Terminology.- Basic Click Models.- Parameter Estimation.- Evaluation.- Data and Tools.- Experimental Comparison.- Advanced Click Models.- Applications.- Discussion and Directions for Future Work.- Authors' Biographies.- Index .