Analyzing and learning from user interactions for search clarification
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 …
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
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 …
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 …
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
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 …
software vendors who want to mitigate usability problems and identify automation potentials …
A click sequence model for web search
Getting a better understanding of user behavior is important for advancing information
retrieval systems. Existing work focuses on modeling and predicting single interaction …
retrieval systems. Existing work focuses on modeling and predicting single interaction …
Providing direct answers in search results: A study of user behavior
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 …
conducted a controlled user study to analyze factors including reading time, eye-tracked …
Investigating examination behavior of image search users
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 …
key ways:(1) most Web-based image search engines adopt the two-dimensional result …
Grid-based evaluation metrics for web image search
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 …
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
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 …
bidirectional image-sentence retrieval. Our proposed matching model can simultaneously …
The influence of image search intents on user behavior and satisfaction
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 …
performance or designing better evaluation metrics. Although there exist many efforts in Web …