PATENT CLAIM ANALYSIS

Application Number: 16032426
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-02
Patent Classification: ["726", "026000"]

Abstract:
A method, a system, and an article are provided for detecting and managing anomalies associated with content presentations. An example computer-implemented method can include: obtaining a stream of data including a record of clicks on a plurality of client devices; aggregating the stream of data to generate a batch click stream for each of the client devices; processing the stream of data using a real-time anomaly detector to detect a first anomaly indicating that at least one of the client devices was previously associated with fraudulent clicks; processing each batch click stream using a batch anomaly detector to detect a second anomaly indicating that at least one of the batch click streams includes fraudulent clicks; and facilitating an adjustment of content presentations on the client devices, based on at least one of the detected first anomaly and the detected second anomaly.

Claim (Index 15):
The system of  claim 11 , wherein processing each batch click stream comprises:\n sending a batch of click records for one of the user client devices to the batch anomaly detector.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 95.0
- Lexical Diversity: 2.28788
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['12797904', '12700053', '11343112', '13685086', '14573843']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2892625343412659
- 35 USC 102 Novelty (BERT): 0.4902818968668941
- Combined Prediction Score: 0.3093644705938287
- Mean Citation Score: 192.868978
- Max Citation Score: 207.2085
- Similarity Product: 151.24724003827572

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test