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User modeling and user profiling: A comprehensive survey
The integration of artificial intelligence (AI) into daily life, particularly through information
retrieval and recommender systems, has necessitated advanced user modeling and …
retrieval and recommender systems, has necessitated advanced user modeling and …
The SimIIR 2.0 framework: user types, Markov model-based interaction simulation, and advanced query generation
Simulated user retrieval system interactions enable studies with controlled user behavior. To
this end, the SimIIR framework offers static, rule-based methods. We present an extended …
this end, the SimIIR framework offers static, rule-based methods. We present an extended …
[PDF][PDF] Beyond Conventional Metrics: Assessing User Simulators in Information Retrieval
Traditional evaluation methods for user simulators in Information Retrieval systems have
limitations in assessing their reliability for comparative analysis. To address this, we apply …
limitations in assessing their reliability for comparative analysis. To address this, we apply …