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 5):
A method, comprising:\n performing, by one or more computing devices:\n monitoring a stream of data records for measurable differences amongst the data records of the stream that exceed a threshold identified by a detection model as the data records of the stream are received, comprising:\n evaluating a data record in the stream of data records according to the detection model, wherein the detection model is dynamically generated for a time period of the stream that includes the data record; \n based on the evaluation of the data record, detecting an anomaly in the stream of data records; and \n \n in response to detecting 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: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15084343', '15084347', '15084350', '14935215', '16179339']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2524375357560079
- 35 USC 102 Novelty (BERT): 0.5087703208934148
- Combined Prediction Score: 0.2780708142697486
- Mean Citation Score: 197.232182
- Max Citation Score: 319.11835
- Similarity Product: 291.16506848594537

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