Real-time Chatbot Romance Scam Detection in Stage Classification

real-time-chatbot-romance-scam-detection-in-stage-classification

Real-time Chatbot Romance Scam Detection in Stage Classification

[Submitted on 30 Sep 2026]

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Abstract:Romance scam has become a serious problem via social media, and the improvement of artificial intelligence enable to fake identify easily. In the study, a chatbot has developed to detect romance scam in real-time through Line Messaging API. Using the seven stage theories in the social science field, the stages of romance scam can be detected through large language model. In addition, once a romance scam is detected, the chatbot provides explanations of the stage and prevention advices through large language model. The contribution of the work provides a practical application, and can be used in real scenario for reducing the risk of romance scam.

Submission history

From: Lyn Chao-Ling Chen [view email]
[v1] Wed, 30 Sep 2026 04:19:18 UTC (1,596 KB)