Text generation from correlated alerts
First Claim
1. A method fordetermining whether an operator text is to be generated in response to a received alert condition by performing data analysis operations, the method comprising:
- analyzing, using a processor, a primary data feed and at least one confirmatory data feed to identify one or more features related to the received alert condition;
determining whether the received alert condition in the primary data feed is confirmed by at least one confirmatory data feed, wherein the alert condition is validated in an instance in which a signal correlation between the primary data feed and the confirmatory data feed satisfies a correlation threshold;
determining whether the one or more features in the primary data feed are explainable by at least one diagnostic data feed; and
traversing, using the one or more features, a decision tree, wherein the decision tree is operable to determine that at least a portion of an operator text is to be generated in an instance in which a feature of the one or more features evaluates as true for at least one node of the decision tree; and
generating an output text that is displayable in a user interface that describes at least a diagnosis based on the at least one diagnostic data feed for the feature of the one or more features that evaluated as true.
4 Assignments
0 Petitions
Accused Products
Abstract
Methods, apparatuses, and computer program products are described herein that are configured to generate an operator text in response to an alarm that is either received from an alarm or alert system or that is self-generated based on an analysis of one or more data feeds. The method of an example embodiment may include determining whether an operator text is to be generated in response to a received alert condition by performing data analysis operations comprising: analyzing, using a processor, a primary data feed and at least one confirmatory data feed to identify one or more features; and determining based on the detection of a feature in the primary data feed or the at least one confirmatory data feed satisfies at least one predetermined constraint. The method may further include generating an output text that is displayable in a user interface that describes at least a diagnosis for the feature that satisfied that at least one predetermined constraint.
257 Citations
21 Claims
-
1. A method for
determining whether an operator text is to be generated in response to a received alert condition by performing data analysis operations, the method comprising: -
analyzing, using a processor, a primary data feed and at least one confirmatory data feed to identify one or more features related to the received alert condition; determining whether the received alert condition in the primary data feed is confirmed by at least one confirmatory data feed, wherein the alert condition is validated in an instance in which a signal correlation between the primary data feed and the confirmatory data feed satisfies a correlation threshold; determining whether the one or more features in the primary data feed are explainable by at least one diagnostic data feed; and traversing, using the one or more features, a decision tree, wherein the decision tree is operable to determine that at least a portion of an operator text is to be generated in an instance in which a feature of the one or more features evaluates as true for at least one node of the decision tree; and generating an output text that is displayable in a user interface that describes at least a diagnosis based on the at least one diagnostic data feed for the feature of the one or more features that evaluated as true. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
-
-
11. An apparatus for determining whether an operator text is to be generated in response to a received alert condition, the apparatus comprising:
-
at least one processor; and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to at least; analyze a primary data feed and at least one confirmatory data feed to identify one or more features related to the received alert condition; determine whether the received alert condition in the primary data feed is confirmed by at least one confirmatory data feed, wherein the alert condition is validated in an instance in which a signal correlation between the primary data feed and the confirmatory data feed satisfies a correlation threshold; determine whether the one or more features in the primary data feed are explainable by at least one diagnostic data feed; and traverse, using the one or more features, a decision tree, wherein the decision tree is operable to determine that at least a portion of an operator text is to be generated in an instance in which a feature of the one or more features evaluates as true for at least one node of the decision tree; and generate an output text that is displayable in a user interface that describes at least a diagnosis based on the at least one diagnostic data feed for the feature of the one or more features that evaluated as true. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
-
-
21. A computer program product for determining whether an operator text is to be generated in response to a received alert condition, the computer program product comprising at least one computer readable non-transitory memory medium having program code instructions stored thereon, the program code instructions which when executed by an apparatus cause the apparatus at least to:
-
analyze a primary data feed and at least one confirmatory data feed to identify one or more features related to the received alert condition; determine whether the received alert condition in the primary data feed is confirmed by at least one confirmatory data feed, wherein the alert condition is validated in an instance in which a signal correlation between the primary data feed and the confirmatory data feed satisfies a correlation threshold; determine whether the one or more features in the primary data feed is explainable by at least one diagnostic data feed; and traverse, using the one or more features, a decision tree, wherein the decision tree is operable to determine that at least a portion of an operator text is to be generated in an instance in which a feature of the one or more features evaluates as true for at least one node of the decision tree; and generate an output text that is displayable in a user interface that describes at least a diagnosis based on the at least one diagnostic data feed for the feature of the one or more features that evaluated as true.
-
Specification