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Towards Accurate Context-aware User Simulation for Algorithm Auditing

2025-07-14

Abstract excerpt

<title>Abstract</title> <p>Auditing context-aware mobile algorithms for transparency and fairness is crucial for the safety of online personalizing platforms. Current auditing methods primarily employ black-box interventions that simulate user interactions such as clicks, shares, or skips. However, these approaches overlook contextual signals, specifically, physical activities like exercising, taking public trans...

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Literature Corpus work
21798d47-37c1-5236-9262-9a34a1332950
DOI
10.21203/rs.3.rs-7080591/v1
Open publication

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Towards Accurate Context-aware User Simulation for Algorithm AuditingDOI 10.21203/rs.3.rs-7080591/v1
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