Analyzing and learning from user interactions for search clarification

H Zamani, B Mitra, E Chen, G Lueck, F Diaz… - Proceedings of the 43rd …, 2020 - dl.acm.org
Asking clarifying questions in response to search queries has been recognized as a useful
technique for revealing the underlying intent of the query. Clarification has applications in …

A survey on rag meets llms: Towards retrieval-augmented large language models

Y Ding, W Fan, L Ning, S Wang, H Li, D Yin… - arXiv preprint arXiv …, 2024 - arxiv.org
As one of the most advanced techniques in AI, Retrieval-Augmented Generation (RAG)
techniques can offer reliable and up-to-date external knowledge, providing huge …

[HTML][HTML] Process-related user interaction logs: State of the art, reference model, and object-centric implementation

L Abb, JR Rehse - Information Systems, 2024 - Elsevier
User interaction (UI) logs are high-resolution event logs that record low-level activities
performed by a user during the execution of a task in an information system. Each event in …

[HTML][HTML] User behavior mining: A research agenda

JR Rehse, L Abb, G Berg, C Bormann, T Kampik… - Business & Information …, 2024 - Springer
Studying the behavior of users in software systems has become an essential task for
software vendors who want to mitigate usability problems and identify automation potentials …

A click sequence model for web search

A Borisov, M Wardenaar, I Markov… - The 41st International …, 2018 - dl.acm.org
Getting a better understanding of user behavior is important for advancing information
retrieval systems. Existing work focuses on modeling and predicting single interaction …

Providing direct answers in search results: A study of user behavior

Z Wu, M Sanderson, BB Cambazoglu… - Proceedings of the 29th …, 2020 - dl.acm.org
To study the impact of providing direct answers in search results on user behavior, we
conducted a controlled user study to analyze factors including reading time, eye-tracked …

Investigating examination behavior of image search users

X Xie, Y Liu, X Wang, M Wang, Z Wu, Y Wu… - Proceedings of the 40th …, 2017 - dl.acm.org
Image search engines show results differently from general Web search engines in three
key ways:(1) most Web-based image search engines adopt the two-dimensional result …

Grid-based evaluation metrics for web image search

X Xie, J Mao, Y Liu, M de Rijke, Y Shao, Z Ye… - The world wide web …, 2019 - dl.acm.org
Compared to general web search engines, web image search engines display results in a
different way. In web image search, results are typically placed in a grid-based manner …

Bidirectional image-sentence retrieval by local and global deep matching

L Ma, W Jiang, Z Jie, X Wang - Neurocomputing, 2019 - Elsevier
In this paper, we propose a novel local and global deep matching model to tackle
bidirectional image-sentence retrieval. Our proposed matching model can simultaneously …

The influence of image search intents on user behavior and satisfaction

Z Wu, Y Liu, Q Zhang, K Wu, M Zhang… - Proceedings of the twelfth …, 2019 - dl.acm.org
Understanding search intents behind queries is of vital importance for improving search
performance or designing better evaluation metrics. Although there exist many efforts in Web …