Towards searching as a learning process: A review of current perspectives and future directions

SY Rieh, K Collins-Thompson… - Journal of …, 2016 - journals.sagepub.com
We critically review literature on the association between searching and learning and
contribute to the formulation of a research agenda for searching as learning. The paper …

Query generation and buffer mechanism: Towards a better conversational agent for legal case retrieval

B Liu, Y Wu, F Zhang, Y Liu, Z Wang, C Li… - Information Processing …, 2022 - Elsevier
In legal case retrieval, existing work has shown that human-mediated conversational search
can improve users' search experience. In practice, a suitable workflow can provide …

Online evaluation for information retrieval

K Hofmann, L Li, F Radlinski - Foundations and Trends® in …, 2016 - nowpublishers.com
Online evaluation is one of the most common approaches to measure the effectiveness of an
information retrieval system. It involves fielding the information retrieval system to real users …

When does relevance mean usefulness and user satisfaction in web search?

J Mao, Y Liu, K Zhou, JY Nie, J Song, M Zhang… - Proceedings of the 39th …, 2016 - dl.acm.org
Relevance is a fundamental concept in information retrieval (IR) studies. It is however often
observed that relevance as annotated by secondary assessors may not necessarily mean …

Interactive intent modeling for exploratory search

T Ruotsalo, J Peltonen, MJA Eugster… - ACM Transactions on …, 2018 - dl.acm.org
Exploratory search requires the system to assist the user in comprehending the information
space and expressing evolving search intents for iterative exploration and retrieval of …

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 …

Task supportive and personalized human-large language model interaction: A user study

B Wang, J Liu, J Karimnazarov… - Proceedings of the 2024 …, 2024 - dl.acm.org
Large language model (LLM) applications, such as ChatGPT, are a powerful tool for online
information-seeking (IS) and problem-solving tasks. However, users still face challenges …

Query reformulation in E-commerce search

S Hirsch, I Guy, A Nus, A Dagan… - Proceedings of the 43rd …, 2020 - dl.acm.org
The importance of e-commerce platforms has driven forward a growing body of research
work on e-commerce search. We present the first large-scale and in-depth study of query …

How does domain expertise affect users' search interaction and outcome in exploratory search?

J Mao, Y Liu, N Kando, M Zhang, S Ma - ACM Transactions on …, 2018 - dl.acm.org
People often conduct exploratory search to explore unfamiliar information space and learn
new knowledge. While supporting the highly dynamic and interactive exploratory search is …

Just give me what I want: How people use and evaluate music search

C Hosey, L Vujović, B St. Thomas… - Proceedings of the …, 2019 - dl.acm.org
Music-streaming platforms offer users a large amount of content for consumption. Finding
the right music can be challenging and users often need to search through extensive …