System and method for providing guidance to persuade a caller
View Patent ↗A system and method for providing guidance to persuade a caller is provided. A call is received from a caller into a call center and an offer is provided to the caller. A likelihood of the caller to accept the offer is measured by analyzing voice input of the caller during the call. One or more paralinguistic voice characteristics in the voice input are determined. A stage of persuasion is assigned to the caller based on the paralinguistic voice characteristics and a recommendation is made for guidance to persuade the caller to accept the offer.
1. A system for providing guidance to persuade a caller, comprising:
a receipt module to receive a call from a caller into a call center;
an offer module to provide an offer to the caller;
a measurement module to measure a likelihood of the caller to accept the offer by analyzing voice input of the caller during the call, comprising:
a model generation submodule that generates a model comprising multiple overlapping population distributions to determine voice characteristic values;
a detection submodule to detect at least one of a paralinguistic voice characteristic of the voice input;
an identification submodule to identify a single value for the detected paralinguistic voice characteristic within the model;
an association submodule to associate the caller's paralinguistic voice characteristic with a trait by selecting one of the subtraits as the trait representative of the paralinguistic voice characteristic based on a relationship between the paralinguistic voice characteristic value and each of the population distribution curves; and
an assignment submodule to assign the caller to at least one of a plurality of likely sale groups based on the caller's identified traits; and
a recommendation module to provide a recommendation for guidance to persuade the caller to accept the offer based on the assigned group.
2. A system according to claim 1 , further comprising:
a guidance module to provide the guidance via at least one of automatically through scripts and manually by a user associated with the call center.
3. A system according to claim 1 , further comprising:
an outcome module to study prior call outcomes and to identify characteristics from the prior call outcomes consistent with one or more of the stages of persuasion.
4. A system according to claim 3 , wherein the assignment module assigns the stage of persuasion to the caller based on the paralinguistic voice characteristics and the characteristics from the prior call outcomes.
5. A system according to claim 1 , wherein the guidance to the agent is provided via popup screens on a monitor of the agent.
6. A system according to claim 1 , further comprising:
a speech recognition engine to perform speech recognition on the voice input; and
a metric identification module to identify linguistic metrics of the voice input based on the speech recognition.
7. A system according to claim 6 , wherein the stage of persuasion is assigned based on the linguistic metrics and the paralinguistic voice characteristics.
8. A system according to claim 1 , further comprising:
a guidance module to provide the guidance as different dialogue options via an automatic call flow.
9. A system according to claim 1 , wherein the stage of persuasion is assigned via at least one of automatically by a computer and manually by a user associated with the call center.
10. A system according to claim 1 , wherein the stage of persuasion measures how likely the caller is to accept the offer.
11. A method for providing guidance to persuade a caller, comprising the steps of:
receiving a call from a caller into a call center; using a call center internetwork;
providing an offer to the caller using a call center internetwork;
measuring a likelihood of the caller to accept the offer by analyzing voice input of the caller during the call using the call center voice assessor, comprising:
generating a model comprising multiple overlapping population distributions to determine voice characteristic values using a call center internetwork;
detecting at least one of a paralinguistic voice characteristic of the voice input using the call center voice assessor and a call center database; and
identifying a single value for the detected paralinguistic voice characteristic within the model using the call center voice assessor and a call center database;
associating the caller's paralinguistic voice characteristic with a trait by selecting one of the subtraits as the trait representative of the paralinguistic voice characteristic based on a relationship between the paralinguistic voice characteristic value and each of the population distribution curves using the call center voice assessor and a call center database; and
assigning the caller to at least one of a plurality of likely sale groups based on the caller's identified traits using the call center voice assessor and the call center database; and
making a recommendation for guidance to persuade the caller to accept the offer, wherein the steps are performed by a specialized computer.
12. A method according to claim 11 , further comprising:
providing the guidance via at least one of automatically through scripts and manually by a user associated with the call center.
13. A method according to claim 11 , further comprising:
studying prior call outcomes; and
identifying characteristics from the prior call outcomes consistent with one or more of the stages of persuasion.
14. A method according to claim 13 , further comprising at least one of:
utilizing the characteristics from the prior call outcomes to assign the stage of persuasion to the caller.
15. A method according to claim 11 , wherein the guidance to the agent is provided via popup screens on a monitor of the agent.
16. A method according to claim 11 , further comprising:
performing speech recognition on the voice input; and
identifying linguistic metrics of the voice input based on the speech recognition.
17. A method according to claim 16 , wherein the stage of persuasion is assigned based on the linguistic metrics and the paralinguistic voice characteristics.
18. A method according to claim 11 , further comprising:
providing the guidance as different dialogue options via an automatic call flow.
19. A method according to claim 11 , wherein the stage of persuasion is assigned via at least one of automatically by a computer and manually by a user associated with the call center.
20. A method according to claim 11 , wherein the stage of persuasion measures how likely the caller is to accept the offer.