SYSTEM AND METHOD FOR REAL-TIME PREDICTION OF CUSTOMER SATISFACTION
First Claim
1. A method for real-time prediction of customer satisfaction for a contact center interaction between a customer and at least one customer service agent at the contact center comprising steps of:
- obtaining an interaction text representing the contents of said contact center interaction;
extracting out of said interaction text a plurality of unstructured features based on a stored set of unstructured features previously identified as most closely related to customer satisfaction;
identifying out of a contact center database a plurality of structured features from among a stored set of structured features previously identified as most closely related to customer satisfaction;
generating a predicted customer satisfaction score from a combination of extracted unstructured and identified structured features; and
presenting the predicted customer satisfaction score.
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Abstract
A system and method for real-time prediction of contact center customer satisfaction including means and steps for capturing an interaction between a customer and a customer service agent, converting the captured interaction into transcribed text, analyzing the transcribed text to extract a plurality of unstructured features most closely related to customer satisfaction, combining the extracted features with a plurality of structured features obtained from other contact center data, generating a customer satisfaction score from the combination of extracted unstructured features and structured features, and presenting the customer satisfaction score to contact center personnel.
243 Citations
25 Claims
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1. A method for real-time prediction of customer satisfaction for a contact center interaction between a customer and at least one customer service agent at the contact center comprising steps of:
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obtaining an interaction text representing the contents of said contact center interaction; extracting out of said interaction text a plurality of unstructured features based on a stored set of unstructured features previously identified as most closely related to customer satisfaction; identifying out of a contact center database a plurality of structured features from among a stored set of structured features previously identified as most closely related to customer satisfaction; generating a predicted customer satisfaction score from a combination of extracted unstructured and identified structured features; and presenting the predicted customer satisfaction score. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17)
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18. A system for automatically performing for real-time prediction of customer satisfaction for a contact center interaction between a customer and at least one customer service agent at the contact center comprising:
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at least one interaction transcript component for obtaining a transcribed text of the interaction; a customer satisfaction prediction component having at least one processing component for extracting out of said interaction text a plurality of unstructured features based on a stored set of unstructured features previously identified as most closely related to customer satisfaction, identifying out of a contact center database a plurality of structured features from among a stored set of structured features previously identified as most closely related to customer satisfaction, and generating a predicted customer satisfaction score from a combination of extracted unstructured and identified structured features; and presentation means for presenting the predicted customer satisfaction score to at least one contact center personnel. - View Dependent Claims (19, 20, 21, 22, 23, 24, 25)
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Specification