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Computer-based systems configured for automated subscription management and methods thereof

Abstract:

Systems and methods of the present disclosure include at least one processor that receives electronic messages, each associated with a respective originating entity. Message metadata of each electronic message is extracted and list subscriptions are determined based on the message metadata. User interaction commands relative to each electronic message are tracked. Record similarity values for user activity records are determined based on a measure of similarity between the originating entity and each activity record. An engagement model is utilized to determine an engagement score indicative of a degree of user engagement with each originating entity based on the user activities and the user interaction metrics to generate a prediction indicative of the degree of user engagement. An unsubscribe condition is determined based on the engagement score being below a threshold score, and an unsubscribe command is automatically issued.