Where a Little Change Makes a Big Difference: A Preliminary Exploration of Children’s Queries
Maria Soledad Pera, Emiliana Murgia, Monica Landoni, Theo Huibers, Mohammad Aliannejadi. “Where a Little Change Makes a Big Difference: A Preliminary Exploration of Children’s Queries”. In Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023.. pp. 522-533. DOI:10.1007/978-3-031-28238-6_43
Abstract
This paper contributes to the discussion initiated in a recent SIGIR paper describing a gap in the information retrieval (IR) literature on query understanding–where they come from and whether they serve their purpose. Particularly the connection between query variability and search engines regarding consistent and equitable access to all users. We focus on a user group typically underserved: children. Using preliminary experiments (based on logs collected in the classroom context) and arguments grounded in children IR literature, we emphasize the importance of dedicating research efforts to interpreting queries formulated by children and the information needs they elicit. We also outline open problems and possible research directions to advance knowledge in this area, not just for children but also for other often-overlooked user groups and contexts.