Irregular Event Detection in Push Notifications
First Claim
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1. A method of detecting irregular events, the method comprising:
- extracting values for measures in each of a plurality of notifications;
storing the extracted values in a measures database;
calculating a distribution for the values of each of the measures;
comparing extracted values to the calculated distributions;
determining if an irregular event has occurred based upon the comparison of the extracted values to the calculated distributions; and
producing an irregularity alert if an irregular event is determined.
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Abstract
Systems and methods of detecting irregular events include the extraction of values for measure in each of a plurality of notifications. The extracted values are stored in a measures database and a distribution is calculated for the values of each of the measures. The extracted values are compared to the calculated distributions to determine if an irregular event has occurred. An irregularity alert is produced if an irregular event has occurred.
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Citations
20 Claims
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1. A method of detecting irregular events, the method comprising:
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extracting values for measures in each of a plurality of notifications; storing the extracted values in a measures database; calculating a distribution for the values of each of the measures; comparing extracted values to the calculated distributions; determining if an irregular event has occurred based upon the comparison of the extracted values to the calculated distributions; and producing an irregularity alert if an irregular event is determined. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A method of detecting irregular events in pushed analytics reports, the method comprising:
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automatedly generating a plurality of pushed analytics reports, each analytics report comprising values for a plurality of report measures; extracting the values for report measures from each of the plurality of pushed analytics reports; storing the extracted values in a measures database; calculating a distribution of values for each of the report measures; comparing extracted values to the calculated distributions; determining if an irregular event has occurred based upon the comparison of the extracted values to the calculated distributions; and producing an irregularity alert if an irregular event is determined. - View Dependent Claims (12, 13, 14)
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15. A system for detection of irregular events, the system comprising:
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a measures extractor that is configured to receive a plurality of pushed report notifications and extract a plurality of values for report measures from the plurality of pushed report notifications; a measures database operating on a computer readable medium, the measures database receives and stores the plurality of values from the measures extractor; a distribution analyzer that calculates at least one distribution for each of the report measures from the plurality of values for each of the report measures; an irregularity analyzer that is configured to receive values for report measures and compare the received values to the calculated at least one distribution for each of the report measures to determine if an irregular event occurs; and an alerter that produces an irregularity alert when a determination is made that an irregular event has occurred. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification