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 9):
The method of  claim 5 , further comprising:\n prior to monitoring the stream of data records, receiving a request from a client to generate an anomaly detector for monitoring the stream of data records, wherein the request comprises one or more attributes as input parameters to determine the measurable differences amongst the data records and an anomaly definition to determine the threshold; in response to receiving the request, generating the anomaly detector according to the anomaly definition and the one or more input parameters, wherein the evaluation of the data record in the stream of data records according to the detection model is performed according to the generated anomaly detector.

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): 0.2524900232282857
- 35 USC 102 Novelty (BERT): 0.5079515665725965
- Combined Prediction Score: 0.2780361775627167
- Mean Citation Score: 197.232182
- Max Citation Score: 319.11835
- Similarity Product: 297.5369678845048

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