In a real UK law-enforcement deployment, crime analysts selectively used AI linkage predictions and validated them against behavioural matrices, attending most to MO similarity and geography.
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A qualitative study maps emotions exploited by financial scammers and help-seeking needs at different scam stages, identifying risk factors and suggesting design implications for interventions.
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How Analysts Use AI in High-Stakes Crime Linkage: An Industrial Study
In a real UK law-enforcement deployment, crime analysts selectively used AI linkage predictions and validated them against behavioural matrices, attending most to MO similarity and geography.
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"It didn't feel right but I needed a job so desperately": Understanding People's Emotions & Help Needs During Financial Scams
A qualitative study maps emotions exploited by financial scammers and help-seeking needs at different scam stages, identifying risk factors and suggesting design implications for interventions.