Real-time Chatbot Romance Scam Detection in Stage Classification

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.

Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Multimedia (cs.MM)

arXiv:2610.20631 [cs.CL]

(or arXiv:2610.20631v1 [cs.CL] for this version)

https://doi.org/10.48550/arXiv.2610.20631 Focus to learn more arXiv-issued DOI via DataCite

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