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Out of Sight, Not Out of Mind - ciir cs umass

Out of Sight, Not Out of Mind - ciir cs umass 2025

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The document "Out of Sight, Not Out of Mind" by Elad Yom-Tov and Fernando Diaz explores how users' information needs are influenced by their social and physical detachment from events, particularly during natural disasters. The authors analyze large-scale data from three significant events to demonstrate that both geographic distance and social connections significantly affect the types of queries users make in response to these events. They propose that understanding these detachment levels can enhance information retrieval systems, improving the identification and ranking of event-related search queries. The findings indicate an 18% improvement in identifying relevant queries and a 10% enhancement in ranking precision when incorporating detachment information.

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