[图书][B] Click models for web search

A Chuklin, I Markov, M De Rijke - 2022 - books.google.com
… user click behavior on a web search engine result page. We present simple click models as
well as more complex models … on modern search engine result pages. We discuss how these …

A neural click model for web search

A Borisov, I Markov, M De Rijke… - … on World Wide Web, 2016 - dl.acm.org
… This approach allows us to directly understand user browsing behavior from click-through …
for PGM-based click models. We illustrate our approach using a set of neural click models. Our …

A context-aware click model for web search

J Chen, J Mao, Y Liu, M Zhang, S Ma - … on Web Search and Data Mining, 2020 - dl.acm.org
… simulation may help search engines better ful ll users’ information needs. To this end, …
click models have been proposed for Web search [9]. These click models act as the click

A click sequence model for web search

A Borisov, M Wardenaar, I Markov… - The 41st International …, 2018 - dl.acm.org
… prediction task, which allows us to compare CSM to traditional click models that model
and predict single events, namely clicks. Overall, we make the following contributions: …

Constructing a comparison-based click model for web search

R Zhang, X Xie, J Mao, Y Liu, M Zhang… - Proceedings of the Web …, 2021 - dl.acm.org
… categories: user behavior in web search and existing click models. The former concentrates
search log or user study. The latter reviews both sequential and non sequential click models

Evaluating and analyzing click simulation in web search

S Malkevich, I Markov, E Michailova… - Proceedings of the ACM …, 2017 - dl.acm.org
click models in terms of the quality of click simulation and analyze this quality for queries with
di erent frequencies. We nd that click models … with a click on the rst position. We also nd that …

Constructing click models for mobile search

J Mao, C Luo, M Zhang, S Ma - … ACM SIGIR conference on research & …, 2018 - dl.acm.org
… We will also introduce existing research on click models that has considered the heterogeneity
of search results. When a user submits a query q to the search engine in a session s, an …

A graph-enhanced click model for web search

J Lin, W Liu, X Dai, W Zhang, S Li, R Tang… - Proceedings of the 44th …, 2021 - dl.acm.org
… To better exploit search logs and model users’ behavior patterns, numerous click models
are proposed to extract users’ implicit interaction feedback. Most traditional click models are …

Probabilistic graph model and neural network perspective of click models for web search

J Liu, Y Wang, J Wang, M Wang, X Chu - Knowledge and Information …, 2024 - Springer
… This review focuses on click models in the context of web search, … : Web of Science,
Engineering Village and CNKI. The search formulas used are (TI=(click model) AND TS=(search

Constructing click models for search users

Y Liu, JY Nie, Y Chang - Information Retrieval Journal, 2017 - Springer
… In Enhancing click models with mouse movement information, the … click models. Examination
behavior is one of the key factors in users’ search interaction process and most click models