Workforce sentiment monitoring and detection systems and methods
AssigneeMacorva Inc.
InventorNathan CHILDRESS
Life of this patent
Estimating the term…
Abstract
Exemplary implementations may provide a workforce sentiment and structure descriptions. A survey management tool can solicit and retrieve ratings data from employees via at least one survey. The received ratings can be aggregated and scaled according to employee ratings to identify and adjust for the impact of influential employees. The received ratings can be input into machine learning model(s) to generate insights regarding employees with respect to certain characteristic(s). The ratings and insights can be summarized and presented in an interactive interface.
Claims20
An apparatus for sentiment identification and processing, the apparatus comprising:
- at least one memory;
- and
- at least one processor that executes instructions stored in the at least one memory to:
- receive ratings data from at least one client device, the ratings data including at least one rating of at least one individual who is part of an organization with respect to at least one characteristic of the individual, the ratings data responsive to at least one survey;
- process at least the ratings data using at least one trained machine learning model to generate an insight associated with the at least one characteristic of the individual based on the ratings data;
- summarize the ratings data and the insight associated with the at least one characteristic of the individual to generate an interactive interface;
- and
- provide the interactive interface to at least one recipient device.
A method of sentiment identification and processing, the method comprising:
- receiving ratings data from at least one client device, the ratings data including at least one rating of at least one individual who is part of an organization with respect to at least one characteristic of the individual, the ratings data responsive to at least one survey;
- processing at least the ratings data using at least one trained machine learning model to generate an insight associated with the at least one characteristic of the individual based on the ratings data;
- summarizing the ratings data and the insight associated with the at least one characteristic of the individual to generate an interactive interface;
- and
- providing the interactive interface to at least one recipient device.
Dependencies are inferred from the claim text.