PATENT CLAIM ANALYSIS

Application Number: 16186314
Application Type: Utility
Filing Date: 2018-11
Publication Date: 2019-03
Patent Classification: ["709", "224000"]

Abstract:
Real time detection of anomalies may be implemented for a data stream. A data stream may receive data records as input. An evaluation of the data records may be performed as the data records are received utilizing an anomaly detection model that is dynamically generated for a time period that includes the data records. A responsive action may be performed in response to detecting various anomalies, such as providing a notification of the anomaly, requesting a corrective action, invoking further analysis of the detected anomaly. Evaluations of the data record and responsive actions may be performed as specified by a user, in some embodiments.

Claim (Index 14):
A non-transitory, computer-readable storage medium, storing program instructions that when executed by one or more computing devices cause the one or more computing devices to implement:\n receiving a stream of data records from one or more data producers via a network interface; analyzing the stream of data records for anomalies as the data records are received, wherein in analyzing the stream of data records the program instructions cause the one or more computing devices to implement:\n accessing an anomaly detection model that is dynamically generated for a time period of the stream to evaluate a data record of the stream of data records, wherein the time period includes the data record; \n based on the evaluation of the data record, identifying an anomaly in the stream of data records; and \n in response to identifying the anomaly, performing a responsive action.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 98.0
- Lexical Diversity: 1.88333
- Patent Class: 709.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15084343', '15084347', '15084350', '14935215', '16179339']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2756227277826106
- 35 USC 102 Novelty (BERT): 0.5096214380706469
- Combined Prediction Score: 0.2990225988114143
- Mean Citation Score: 197.232182
- Max Citation Score: 319.11835
- Similarity Product: 302.419280730471

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test